first tutorials.ipynb

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     "text": [
      "C:\\Anaconda2\\lib\\site-packages\\sklearn\\cross_validation.py:41: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.\n",
      "  \"This module will be removed in 0.20.\", DeprecationWarning)\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from sklearn.cross_validation import train_test_split\n",
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn.metrics import accuracy_score\n",
    "from sklearn import tree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
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   },
   "outputs": [],
   "source": [
    "#data = pd.read_csv(\"https://archive.ics.uci.edu/ml/machine-learning-databases/car/car.data\",\n",
    "                   #names=['Buying', 'Maint','doors', 'persons','lug-boot','safety','target'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
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       "      <th>Maint</th>\n",
       "      <th>doors</th>\n",
       "      <th>persons</th>\n",
       "      <th>lug-boot</th>\n",
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       "      <th>9</th>\n",
       "      <td>vhigh</td>\n",
       "      <td>vhigh</td>\n",
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       "      <td>4</td>\n",
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      "text/plain": [
       "  Buying  Maint doors persons lug-boot safety target\n",
       "0  vhigh  vhigh     2       2    small    low  unacc\n",
       "1  vhigh  vhigh     2       2    small    med  unacc\n",
       "2  vhigh  vhigh     2       2    small   high  unacc\n",
       "3  vhigh  vhigh     2       2      med    low  unacc\n",
       "4  vhigh  vhigh     2       2      med    med  unacc\n",
       "5  vhigh  vhigh     2       2      med   high  unacc\n",
       "6  vhigh  vhigh     2       2      big    low  unacc\n",
       "7  vhigh  vhigh     2       2      big    med  unacc\n",
       "8  vhigh  vhigh     2       2      big   high  unacc\n",
       "9  vhigh  vhigh     2       4    small    low  unacc"
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   "source": [
    "data = pd.read_csv('car.data.txt', names=['Buying', 'Maint','doors', 'persons','lug-boot','safety','target'])\n",
    "data.head(10)"
   ]
  },
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       "  Buying  Maint doors persons lug-boot safety target\n",
       "0  vhigh  vhigh     2       2    small    low  unacc\n",
       "1  vhigh  vhigh     2       2    small    med  unacc\n",
       "2  vhigh  vhigh     2       2    small   high  unacc\n",
       "3  vhigh  vhigh     2       2      med    low  unacc\n",
       "4  vhigh  vhigh     2       2      med    med  unacc"
      ]
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    "data.head()"
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     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 1728 entries, 0 to 1727\n",
      "Data columns (total 7 columns):\n",
      "Buying      1728 non-null object\n",
      "Maint       1728 non-null object\n",
      "doors       1728 non-null object\n",
      "persons     1728 non-null object\n",
      "lug-boot    1728 non-null object\n",
      "safety      1728 non-null object\n",
      "target      1728 non-null object\n",
      "dtypes: object(7)\n",
      "memory usage: 94.6+ KB\n"
     ]
    }
   ],
   "source": [
    "data.info()"
   ]
  },
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   "execution_count": 5,
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       "       Buying Maint doors persons lug-boot safety target\n",
       "count    1728  1728  1728    1728     1728   1728   1728\n",
       "unique      4     4     4       3        3      3      4\n",
       "top       med   med     3    more      med    med  unacc\n",
       "freq      432   432   432     576      576    576   1210"
      ]
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   "source": [
    "data.describe()"
   ]
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   "execution_count": 6,
   "metadata": {
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   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['unacc', 'acc', 'vgood', 'good'], dtype=object)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['target'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def Trans_Buying(x):\n",
    "    \n",
    "    if x== 'vhigh': \n",
    "        return 0\n",
    "    if x=='high':\n",
    "        return 1\n",
    "    if x== 'med':\n",
    "        return 2\n",
    "    if x == 'low':\n",
    "        return 3 \n",
    "data['Buying']=data['Buying'].apply(Trans_Buying)\n",
    "#print(data['Buying'])\n",
    "\n",
    "def Trans_Maint(x):\n",
    "    \n",
    "    if x== 'vhigh': \n",
    "        return 0\n",
    "    if x=='high':\n",
    "        return 1\n",
    "    if x== 'med':\n",
    "        return 2\n",
    "    if x == 'low':\n",
    "        return 3 \n",
    "data['Maint']=data['Maint'].apply(Trans_Maint)\n",
    "#print(data['Maint'])\n",
    "\n",
    "def Trans_doors(x):\n",
    "    \n",
    "    if x== '2': \n",
    "        return 0\n",
    "    if x=='3':\n",
    "        return 1\n",
    "    if x== '4':\n",
    "        return 2\n",
    "    if x == '5more':\n",
    "        return 3 \n",
    "data['doors']=data['doors'].apply(Trans_doors)\n",
    "#print(data['doors'])\n",
    "\n",
    "def Trans_persons(x):\n",
    "    \n",
    "    if x== '2': \n",
    "        return 0\n",
    "    if x=='4':\n",
    "        return 1\n",
    "    if x== 'more':\n",
    "        return 2\n",
    "   \n",
    "data['persons']=data['persons'].apply(Trans_persons)\n",
    "#print(data['persons'])\n",
    "\n",
    "def Trans_lug_boot(x):\n",
    "    \n",
    "    if x== 'small': \n",
    "        return 0\n",
    "    if x=='med':\n",
    "        return 1\n",
    "    if x== 'big':\n",
    "        return 2\n",
    "   \n",
    "data['lug-boot']=data['lug-boot'].apply(Trans_lug_boot)\n",
    "#print(data['lug-boot'])\n",
    "\n",
    "def Trans_safety(x):\n",
    "    \n",
    "    if x== 'low': \n",
    "        return 0\n",
    "    if x=='med':\n",
    "        return 1\n",
    "    if x== 'high':\n",
    "        return 2\n",
    "   \n",
    "data['safety']=data['safety'].apply(Trans_safety)\n",
    "#print(data['safety'])\n",
    "\n",
    "def Trans_target(x):\n",
    "    \n",
    "    if x == 'unacc':\n",
    "        return 0\n",
    "    if x == 'acc':\n",
    "        return 1\n",
    "    if x == 'vgood':\n",
    "        return 2\n",
    "    if x == 'good':\n",
    "        return 3\n",
    "\n",
    "data['target'] = data['target'].apply(Trans_target)\n",
    "\n",
    "data = data.fillna(0) #getting read from the nan values and replace them with zero"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from sklearn.datasets import load_iris\n",
    "from sklearn import tree\n",
    "\n",
    "columns = ['Buying', 'Maint','doors', 'persons','lug-boot','safety']\n",
    "classNames = ['unacc', 'acc', 'vgood', 'good']\n",
    "\n",
    "labels = data[\"target\"].values\n",
    "features = data[list(columns)].values\n",
    "\n",
    "clf = tree.DecisionTreeClassifier(criterion = 'entropy')\n",
    "clf = clf.fit(features, labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
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   "outputs": [
    {
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       "<text text-anchor=\"start\" x=\"1238\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1210, 384, 65, 69]</text>\r\n",
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       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1293.5,-1369.5C1293.5,-1369.5 1172.5,-1369.5 1172.5,-1369.5 1166.5,-1369.5 1160.5,-1363.5 1160.5,-1357.5 1160.5,-1357.5 1160.5,-1313.5 1160.5,-1313.5 1160.5,-1307.5 1166.5,-1301.5 1172.5,-1301.5 1172.5,-1301.5 1293.5,-1301.5 1293.5,-1301.5 1299.5,-1301.5 1305.5,-1307.5 1305.5,-1313.5 1305.5,-1313.5 1305.5,-1357.5 1305.5,-1357.5 1305.5,-1363.5 1299.5,-1369.5 1293.5,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1191\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1185.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 576</text>\r\n",
       "<text text-anchor=\"start\" x=\"1168.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [576, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1189.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 0&#45;&gt;1 -->\r\n",
       "<g id=\"edge1\" class=\"edge\"><title>0&#45;&gt;1</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1291.77,-1412.91C1283.03,-1401.54 1273.52,-1389.18 1264.75,-1377.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1267.38,-1375.46 1258.51,-1369.67 1261.84,-1379.73 1267.38,-1375.46\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1255.28\" y=\"-1390.76\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">True</text>\r\n",
       "</g>\r\n",
       "<!-- 2 -->\r\n",
       "<g id=\"node3\" class=\"node\"><title>2</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.325490\" stroke=\"black\" d=\"M1490,-1377C1490,-1377 1336,-1377 1336,-1377 1330,-1377 1324,-1371 1324,-1365 1324,-1365 1324,-1306 1324,-1306 1324,-1300 1330,-1294 1336,-1294 1336,-1294 1490,-1294 1490,-1294 1496,-1294 1502,-1300 1502,-1306 1502,-1306 1502,-1365 1502,-1365 1502,-1371 1496,-1377 1490,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1376\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1367\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"1361.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1152</text>\r\n",
       "<text text-anchor=\"start\" x=\"1332\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [634, 384, 65, 69]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1369.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 0&#45;&gt;2 -->\r\n",
       "<g id=\"edge2\" class=\"edge\"><title>0&#45;&gt;2</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1354.23,-1412.91C1361.14,-1403.92 1368.53,-1394.32 1375.65,-1385.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1378.51,-1387.08 1381.83,-1377.02 1372.96,-1382.81 1378.51,-1387.08\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1385.06\" y=\"-1398.11\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\r\n",
       "</g>\r\n",
       "<!-- 3 -->\r\n",
       "<g id=\"node4\" class=\"node\"><title>3</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1383.5,-1250.5C1383.5,-1250.5 1262.5,-1250.5 1262.5,-1250.5 1256.5,-1250.5 1250.5,-1244.5 1250.5,-1238.5 1250.5,-1238.5 1250.5,-1194.5 1250.5,-1194.5 1250.5,-1188.5 1256.5,-1182.5 1262.5,-1182.5 1262.5,-1182.5 1383.5,-1182.5 1383.5,-1182.5 1389.5,-1182.5 1395.5,-1188.5 1395.5,-1194.5 1395.5,-1194.5 1395.5,-1238.5 1395.5,-1238.5 1395.5,-1244.5 1389.5,-1250.5 1383.5,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1281\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1275.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 384</text>\r\n",
       "<text text-anchor=\"start\" x=\"1258.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [384, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1279.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;3 -->\r\n",
       "<g id=\"edge3\" class=\"edge\"><title>2&#45;&gt;3</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1381.77,-1293.91C1373.03,-1282.54 1363.52,-1270.18 1354.75,-1258.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1357.38,-1256.46 1348.51,-1250.67 1351.84,-1260.73 1357.38,-1256.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 4 -->\r\n",
       "<g id=\"node5\" class=\"node\"><title>4</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.258824\" stroke=\"black\" d=\"M1580,-1258C1580,-1258 1426,-1258 1426,-1258 1420,-1258 1414,-1252 1414,-1246 1414,-1246 1414,-1187 1414,-1187 1414,-1181 1420,-1175 1426,-1175 1426,-1175 1580,-1175 1580,-1175 1586,-1175 1592,-1181 1592,-1187 1592,-1187 1592,-1246 1592,-1246 1592,-1252 1586,-1258 1580,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1463.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1453\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.641</text>\r\n",
       "<text text-anchor=\"start\" x=\"1455.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 768</text>\r\n",
       "<text text-anchor=\"start\" x=\"1422\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [250, 384, 65, 69]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1467\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;4 -->\r\n",
       "<g id=\"edge4\" class=\"edge\"><title>2&#45;&gt;4</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1444.23,-1293.91C1451.14,-1284.92 1458.53,-1275.32 1465.65,-1266.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1468.51,-1268.08 1471.83,-1258.02 1462.96,-1263.81 1468.51,-1268.08\"/>\r\n",
       "</g>\r\n",
       "<!-- 5 -->\r\n",
       "<g id=\"node6\" class=\"node\"><title>5</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.117647\" stroke=\"black\" d=\"M1036.5,-1139C1036.5,-1139 899.5,-1139 899.5,-1139 893.5,-1139 887.5,-1133 887.5,-1127 887.5,-1127 887.5,-1068 887.5,-1068 887.5,-1062 893.5,-1056 899.5,-1056 899.5,-1056 1036.5,-1056 1036.5,-1056 1042.5,-1056 1048.5,-1062 1048.5,-1068 1048.5,-1068 1048.5,-1127 1048.5,-1127 1048.5,-1133 1042.5,-1139 1036.5,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"933.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"918\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.997</text>\r\n",
       "<text text-anchor=\"start\" x=\"920.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 384</text>\r\n",
       "<text text-anchor=\"start\" x=\"895.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [204, 180, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"924.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;5 -->\r\n",
       "<g id=\"edge5\" class=\"edge\"><title>4&#45;&gt;5</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1414,-1178.06C1410.64,-1176.98 1407.3,-1175.95 1404,-1175 1287.05,-1141.24 1147.9,-1119.97 1058.81,-1108.66\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1059.09,-1105.17 1048.73,-1107.4 1058.22,-1112.11 1059.09,-1105.17\"/>\r\n",
       "</g>\r\n",
       "<!-- 48 -->\r\n",
       "<g id=\"node49\" class=\"node\"><title>48</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.427451\" stroke=\"black\" d=\"M2045,-1139C2045,-1139 1899,-1139 1899,-1139 1893,-1139 1887,-1133 1887,-1127 1887,-1127 1887,-1068 1887,-1068 1887,-1062 1893,-1056 1899,-1056 1899,-1056 2045,-1056 2045,-1056 2051,-1056 2057,-1062 2057,-1068 2057,-1068 2057,-1127 2057,-1127 2057,-1133 2051,-1139 2045,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1937.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1926\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.73</text>\r\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 384</text>\r\n",
       "<text text-anchor=\"start\" x=\"1895\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [46, 204, 65, 69]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1936\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;48 -->\r\n",
       "<g id=\"edge48\" class=\"edge\"><title>4&#45;&gt;48</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1592.04,-1193.29C1673.56,-1172.95 1793.84,-1142.94 1877.15,-1122.16\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1878.01,-1125.56 1886.86,-1119.74 1876.31,-1118.76 1878.01,-1125.56\"/>\r\n",
       "</g>\r\n",
       "<!-- 6 -->\r\n",
       "<g id=\"node7\" class=\"node\"><title>6</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M857.5,-1012.5C857.5,-1012.5 744.5,-1012.5 744.5,-1012.5 738.5,-1012.5 732.5,-1006.5 732.5,-1000.5 732.5,-1000.5 732.5,-956.5 732.5,-956.5 732.5,-950.5 738.5,-944.5 744.5,-944.5 744.5,-944.5 857.5,-944.5 857.5,-944.5 863.5,-944.5 869.5,-950.5 869.5,-956.5 869.5,-956.5 869.5,-1000.5 869.5,-1000.5 869.5,-1006.5 863.5,-1012.5 857.5,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"759\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"757.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"740.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [96, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"757.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;6 -->\r\n",
       "<g id=\"edge6\" class=\"edge\"><title>5&#45;&gt;6</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M910.06,-1055.91C892.735,-1043.77 873.785,-1030.49 856.613,-1018.46\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"858.539,-1015.54 848.341,-1012.67 854.523,-1021.27 858.539,-1015.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 7 -->\r\n",
       "<g id=\"node8\" class=\"node\"><title>7</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M1036.5,-1020C1036.5,-1020 899.5,-1020 899.5,-1020 893.5,-1020 887.5,-1014 887.5,-1008 887.5,-1008 887.5,-949 887.5,-949 887.5,-943 893.5,-937 899.5,-937 899.5,-937 1036.5,-937 1036.5,-937 1042.5,-937 1048.5,-943 1048.5,-949 1048.5,-949 1048.5,-1008 1048.5,-1008 1048.5,-1014 1042.5,-1020 1036.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"924\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"918\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"920.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 288</text>\r\n",
       "<text text-anchor=\"start\" x=\"895.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [108, 180, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"932\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>5&#45;&gt;7</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M968,-1055.91C968,-1047.65 968,-1038.86 968,-1030.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"971.5,-1030.02 968,-1020.02 964.5,-1030.02 971.5,-1030.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.427451\" stroke=\"black\" d=\"M563.5,-901C563.5,-901 442.5,-901 442.5,-901 436.5,-901 430.5,-895 430.5,-889 430.5,-889 430.5,-830 430.5,-830 430.5,-824 436.5,-818 442.5,-818 442.5,-818 563.5,-818 563.5,-818 569.5,-818 575.5,-824 575.5,-830 575.5,-830 575.5,-889 575.5,-889 575.5,-895 569.5,-901 563.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"466\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"453\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.946</text>\r\n",
       "<text text-anchor=\"start\" x=\"459.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"438.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [61, 35, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"459.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>7&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M887.38,-940.206C884.232,-939.074 881.098,-937.999 878,-937 779.808,-905.325 662.767,-883.93 585.87,-871.998\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"586.175,-868.504 575.76,-870.448 585.114,-875.423 586.175,-868.504\"/>\r\n",
       "</g>\r\n",
       "<!-- 23 -->\r\n",
       "<g id=\"node24\" class=\"node\"><title>23</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.674510\" stroke=\"black\" d=\"M1032.5,-901C1032.5,-901 903.5,-901 903.5,-901 897.5,-901 891.5,-895 891.5,-889 891.5,-889 891.5,-830 891.5,-830 891.5,-824 897.5,-818 903.5,-818 903.5,-818 1032.5,-818 1032.5,-818 1038.5,-818 1044.5,-824 1044.5,-830 1044.5,-830 1044.5,-889 1044.5,-889 1044.5,-895 1038.5,-901 1032.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"933.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"918\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.803</text>\r\n",
       "<text text-anchor=\"start\" x=\"920.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 192</text>\r\n",
       "<text text-anchor=\"start\" x=\"899.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [47, 145, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"932\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;23 -->\r\n",
       "<g id=\"edge23\" class=\"edge\"><title>7&#45;&gt;23</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M968,-936.907C968,-928.649 968,-919.864 968,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"971.5,-911.021 968,-901.021 964.5,-911.021 971.5,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M400.5,-774.5C400.5,-774.5 287.5,-774.5 287.5,-774.5 281.5,-774.5 275.5,-768.5 275.5,-762.5 275.5,-762.5 275.5,-718.5 275.5,-718.5 275.5,-712.5 281.5,-706.5 287.5,-706.5 287.5,-706.5 400.5,-706.5 400.5,-706.5 406.5,-706.5 412.5,-712.5 412.5,-718.5 412.5,-718.5 412.5,-762.5 412.5,-762.5 412.5,-768.5 406.5,-774.5 400.5,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"302\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"300.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"283.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [48, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"300.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>8&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M447.836,-817.907C431.491,-805.88 413.626,-792.735 397.395,-780.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"399.202,-777.775 389.073,-774.667 395.053,-783.413 399.202,-777.775\"/>\r\n",
       "</g>\r\n",
       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.627451\" stroke=\"black\" d=\"M563.5,-782C563.5,-782 442.5,-782 442.5,-782 436.5,-782 430.5,-776 430.5,-770 430.5,-770 430.5,-711 430.5,-711 430.5,-705 436.5,-699 442.5,-699 442.5,-699 563.5,-699 563.5,-699 569.5,-699 575.5,-705 575.5,-711 575.5,-711 575.5,-770 575.5,-770 575.5,-776 569.5,-782 563.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"468.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"453\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.843</text>\r\n",
       "<text text-anchor=\"start\" x=\"459.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"438.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 35, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"467\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>8&#45;&gt;10</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M503,-817.907C503,-809.649 503,-800.864 503,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"506.5,-792.021 503,-782.021 499.5,-792.021 506.5,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.223529\" stroke=\"black\" d=\"M335,-663C335,-663 231,-663 231,-663 225,-663 219,-657 219,-651 219,-651 219,-592 219,-592 219,-586 225,-580 231,-580 231,-580 335,-580 335,-580 341,-580 347,-586 347,-592 347,-592 347,-651 347,-651 347,-657 341,-663 335,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"243.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"233\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.989</text>\r\n",
       "<text text-anchor=\"start\" x=\"239.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"227\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"239.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>10&#45;&gt;11</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M430.354,-700.866C406.493,-688.176 379.972,-674.071 356.079,-661.365\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"357.534,-658.174 347.062,-656.569 354.247,-664.355 357.534,-658.174\"/>\r\n",
       "</g>\r\n",
       "<!-- 18 -->\r\n",
       "<g id=\"node19\" class=\"node\"><title>18</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M559.5,-663C559.5,-663 446.5,-663 446.5,-663 440.5,-663 434.5,-657 434.5,-651 434.5,-651 434.5,-592 434.5,-592 434.5,-586 440.5,-580 446.5,-580 446.5,-580 559.5,-580 559.5,-580 565.5,-580 571.5,-586 571.5,-592 571.5,-592 571.5,-651 571.5,-651 571.5,-657 565.5,-663 559.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"466.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"453\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.544</text>\r\n",
       "<text text-anchor=\"start\" x=\"459.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"442.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 28, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"467\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;18 -->\r\n",
       "<g id=\"edge18\" class=\"edge\"><title>10&#45;&gt;18</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M503,-698.907C503,-690.649 503,-681.864 503,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"506.5,-673.021 503,-663.021 499.5,-673.021 506.5,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M189,-536.5C189,-536.5 85,-536.5 85,-536.5 79,-536.5 73,-530.5 73,-524.5 73,-524.5 73,-480.5 73,-480.5 73,-474.5 79,-468.5 85,-468.5 85,-468.5 189,-468.5 189,-468.5 195,-468.5 201,-474.5 201,-480.5 201,-480.5 201,-524.5 201,-524.5 201,-530.5 195,-536.5 189,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"95\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"97.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"81\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"93.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>11&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M232.346,-579.907C217.475,-567.99 201.235,-554.976 186.44,-543.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"188.38,-540.189 178.388,-536.667 184.003,-545.652 188.38,-540.189\"/>\r\n",
       "</g>\r\n",
       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M335,-544C335,-544 231,-544 231,-544 225,-544 219,-538 219,-532 219,-532 219,-473 219,-473 219,-467 225,-461 231,-461 231,-461 335,-461 335,-461 341,-461 347,-467 347,-473 347,-473 347,-532 347,-532 347,-538 341,-544 335,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"246.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"233\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.544</text>\r\n",
       "<text text-anchor=\"start\" x=\"243.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"227\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"247\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>11&#45;&gt;13</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M283,-579.907C283,-571.649 283,-562.864 283,-554.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"286.5,-554.021 283,-544.021 279.5,-554.021 286.5,-554.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M189,-425C189,-425 85,-425 85,-425 79,-425 73,-419 73,-413 73,-413 73,-354 73,-354 73,-348 79,-342 85,-342 85,-342 189,-342 189,-342 195,-342 201,-348 201,-354 201,-354 201,-413 201,-413 201,-419 195,-425 189,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"93\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"95\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"97.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"81\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"93.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;14 -->\r\n",
       "<g id=\"edge14\" class=\"edge\"><title>13&#45;&gt;14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M232.346,-460.907C220.455,-451.379 207.689,-441.148 195.487,-431.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"197.557,-428.543 187.564,-425.021 193.179,-434.006 197.557,-428.543\"/>\r\n",
       "</g>\r\n",
       "<!-- 17 -->\r\n",
       "<g id=\"node18\" class=\"node\"><title>17</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M335,-417.5C335,-417.5 231,-417.5 231,-417.5 225,-417.5 219,-411.5 219,-405.5 219,-405.5 219,-361.5 219,-361.5 219,-355.5 225,-349.5 231,-349.5 231,-349.5 335,-349.5 335,-349.5 341,-349.5 347,-355.5 347,-361.5 347,-361.5 347,-405.5 347,-405.5 347,-411.5 341,-417.5 335,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"241\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"243.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"227\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"247\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;17 -->\r\n",
       "<g id=\"edge17\" class=\"edge\"><title>13&#45;&gt;17</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M283,-460.907C283,-450.204 283,-438.615 283,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"286.5,-427.667 283,-417.667 279.5,-427.667 286.5,-427.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M116,-298.5C116,-298.5 12,-298.5 12,-298.5 6,-298.5 0,-292.5 0,-286.5 0,-286.5 0,-242.5 0,-242.5 0,-236.5 6,-230.5 12,-230.5 12,-230.5 116,-230.5 116,-230.5 122,-230.5 128,-236.5 128,-242.5 128,-242.5 128,-286.5 128,-286.5 128,-292.5 122,-298.5 116,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"22\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"24.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"8\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"28\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>14&#45;&gt;15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M111.673,-341.907C104.719,-330.763 97.167,-318.658 90.1672,-307.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"92.9568,-305.298 84.6939,-298.667 87.018,-309.004 92.9568,-305.298\"/>\r\n",
       "</g>\r\n",
       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M262,-298.5C262,-298.5 158,-298.5 158,-298.5 152,-298.5 146,-292.5 146,-286.5 146,-286.5 146,-242.5 146,-242.5 146,-236.5 152,-230.5 158,-230.5 158,-230.5 262,-230.5 262,-230.5 268,-230.5 274,-236.5 274,-242.5 274,-242.5 274,-286.5 274,-286.5 274,-292.5 268,-298.5 262,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"168\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"170.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"154\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"166.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>14&#45;&gt;16</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M162.327,-341.907C169.281,-330.763 176.833,-318.658 183.833,-307.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"186.982,-309.004 189.306,-298.667 181.043,-305.298 186.982,-309.004\"/>\r\n",
       "</g>\r\n",
       "<!-- 19 -->\r\n",
       "<g id=\"node20\" class=\"node\"><title>19</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M481,-544C481,-544 377,-544 377,-544 371,-544 365,-538 365,-532 365,-532 365,-473 365,-473 365,-467 371,-461 377,-461 377,-461 481,-461 481,-461 487,-461 493,-467 493,-473 493,-473 493,-532 493,-532 493,-538 487,-544 481,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"385\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"387\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"389.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"373\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"385.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;19 -->\r\n",
       "<g id=\"edge19\" class=\"edge\"><title>18&#45;&gt;19</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M477.326,-579.907C471.758,-571.105 465.812,-561.703 460.062,-552.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"462.932,-550.601 454.629,-544.021 457.016,-554.343 462.932,-550.601\"/>\r\n",
       "</g>\r\n",
       "<!-- 22 -->\r\n",
       "<g id=\"node23\" class=\"node\"><title>22</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M636.5,-536.5C636.5,-536.5 523.5,-536.5 523.5,-536.5 517.5,-536.5 511.5,-530.5 511.5,-524.5 511.5,-524.5 511.5,-480.5 511.5,-480.5 511.5,-474.5 517.5,-468.5 523.5,-468.5 523.5,-468.5 636.5,-468.5 636.5,-468.5 642.5,-468.5 648.5,-474.5 648.5,-480.5 648.5,-480.5 648.5,-524.5 648.5,-524.5 648.5,-530.5 642.5,-536.5 636.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"538\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"536.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"519.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 24, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"544\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;22 -->\r\n",
       "<g id=\"edge22\" class=\"edge\"><title>18&#45;&gt;22</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M529.715,-579.907C537.122,-568.652 545.173,-556.418 552.618,-545.106\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"555.598,-546.944 558.172,-536.667 549.751,-543.096 555.598,-546.944\"/>\r\n",
       "</g>\r\n",
       "<!-- 20 -->\r\n",
       "<g id=\"node21\" class=\"node\"><title>20</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M481,-417.5C481,-417.5 377,-417.5 377,-417.5 371,-417.5 365,-411.5 365,-405.5 365,-405.5 365,-361.5 365,-361.5 365,-355.5 371,-349.5 377,-349.5 377,-349.5 481,-349.5 481,-349.5 487,-349.5 493,-355.5 493,-361.5 493,-361.5 493,-405.5 493,-405.5 493,-411.5 487,-417.5 481,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"387\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"389.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"373\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"393\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 19&#45;&gt;20 -->\r\n",
       "<g id=\"edge20\" class=\"edge\"><title>19&#45;&gt;20</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M429,-460.907C429,-450.204 429,-438.615 429,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"432.5,-427.667 429,-417.667 425.5,-427.667 432.5,-427.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 21 -->\r\n",
       "<g id=\"node22\" class=\"node\"><title>21</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M627,-417.5C627,-417.5 523,-417.5 523,-417.5 517,-417.5 511,-411.5 511,-405.5 511,-405.5 511,-361.5 511,-361.5 511,-355.5 517,-349.5 523,-349.5 523,-349.5 627,-349.5 627,-349.5 633,-349.5 639,-355.5 639,-361.5 639,-361.5 639,-405.5 639,-405.5 639,-411.5 633,-417.5 627,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"533\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"535.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"519\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"531.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 19&#45;&gt;21 -->\r\n",
       "<g id=\"edge21\" class=\"edge\"><title>19&#45;&gt;21</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M479.654,-460.907C494.525,-448.99 510.765,-435.976 525.56,-424.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"527.997,-426.652 533.612,-417.667 523.62,-421.189 527.997,-426.652\"/>\r\n",
       "</g>\r\n",
       "<!-- 24 -->\r\n",
       "<g id=\"node25\" class=\"node\"><title>24</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.172549\" stroke=\"black\" d=\"M944.5,-782C944.5,-782 823.5,-782 823.5,-782 817.5,-782 811.5,-776 811.5,-770 811.5,-770 811.5,-711 811.5,-711 811.5,-705 817.5,-699 823.5,-699 823.5,-699 944.5,-699 944.5,-699 950.5,-699 956.5,-705 956.5,-711 956.5,-711 956.5,-770 956.5,-770 956.5,-776 950.5,-782 944.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"844.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"834\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.994</text>\r\n",
       "<text text-anchor=\"start\" x=\"840.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"819.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [35, 29, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"840.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 23&#45;&gt;24 -->\r\n",
       "<g id=\"edge24\" class=\"edge\"><title>23&#45;&gt;24</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M938.857,-817.907C932.471,-809.014 925.648,-799.509 919.058,-790.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"921.767,-788.103 913.092,-782.021 916.081,-792.185 921.767,-788.103\"/>\r\n",
       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.898039\" stroke=\"black\" d=\"M1115.5,-782C1115.5,-782 986.5,-782 986.5,-782 980.5,-782 974.5,-776 974.5,-770 974.5,-770 974.5,-711 974.5,-711 974.5,-705 980.5,-699 986.5,-699 986.5,-699 1115.5,-699 1115.5,-699 1121.5,-699 1127.5,-705 1127.5,-711 1127.5,-711 1127.5,-770 1127.5,-770 1127.5,-776 1121.5,-782 1115.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1014\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1001\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.449</text>\r\n",
       "<text text-anchor=\"start\" x=\"1003.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 128</text>\r\n",
       "<text text-anchor=\"start\" x=\"982.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 116, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1015\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 23&#45;&gt;37 -->\r\n",
       "<g id=\"edge37\" class=\"edge\"><title>23&#45;&gt;37</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M996.796,-817.907C1003.11,-809.014 1009.85,-799.509 1016.36,-790.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1019.32,-792.202 1022.25,-782.021 1013.61,-788.152 1019.32,-792.202\"/>\r\n",
       "</g>\r\n",
       "<!-- 25 -->\r\n",
       "<g id=\"node26\" class=\"node\"><title>25</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M787.5,-655.5C787.5,-655.5 674.5,-655.5 674.5,-655.5 668.5,-655.5 662.5,-649.5 662.5,-643.5 662.5,-643.5 662.5,-599.5 662.5,-599.5 662.5,-593.5 668.5,-587.5 674.5,-587.5 674.5,-587.5 787.5,-587.5 787.5,-587.5 793.5,-587.5 799.5,-593.5 799.5,-599.5 799.5,-599.5 799.5,-643.5 799.5,-643.5 799.5,-649.5 793.5,-655.5 787.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"689\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"687.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"670.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"687.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;25 -->\r\n",
       "<g id=\"edge25\" class=\"edge\"><title>24&#45;&gt;25</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M830.917,-698.907C815.189,-686.88 797.999,-673.735 782.38,-661.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"784.442,-658.961 774.372,-655.667 780.19,-664.522 784.442,-658.961\"/>\r\n",
       "</g>\r\n",
       "<!-- 26 -->\r\n",
       "<g id=\"node27\" class=\"node\"><title>26</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.898039\" stroke=\"black\" d=\"M942.5,-663C942.5,-663 829.5,-663 829.5,-663 823.5,-663 817.5,-657 817.5,-651 817.5,-651 817.5,-592 817.5,-592 817.5,-586 823.5,-580 829.5,-580 829.5,-580 942.5,-580 942.5,-580 948.5,-580 954.5,-586 954.5,-592 954.5,-592 954.5,-651 954.5,-651 954.5,-657 948.5,-663 942.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"842\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"836\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.449</text>\r\n",
       "<text text-anchor=\"start\" x=\"842.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"825.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 29, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"850\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;26 -->\r\n",
       "<g id=\"edge26\" class=\"edge\"><title>24&#45;&gt;26</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M884.694,-698.907C884.837,-690.558 884.989,-681.671 885.136,-673.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"888.636,-673.079 885.307,-663.021 881.637,-672.959 888.636,-673.079\"/>\r\n",
       "</g>\r\n",
       "<!-- 27 -->\r\n",
       "<g id=\"node28\" class=\"node\"><title>27</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.768627\" stroke=\"black\" d=\"M791.5,-544C791.5,-544 678.5,-544 678.5,-544 672.5,-544 666.5,-538 666.5,-532 666.5,-532 666.5,-473 666.5,-473 666.5,-467 672.5,-461 678.5,-461 678.5,-461 791.5,-461 791.5,-461 797.5,-461 803.5,-467 803.5,-473 803.5,-473 803.5,-532 803.5,-532 803.5,-538 797.5,-544 791.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"698.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"685\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.696</text>\r\n",
       "<text text-anchor=\"start\" x=\"691.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"674.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 13, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"699\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;27 -->\r\n",
       "<g id=\"edge27\" class=\"edge\"><title>26&#45;&gt;27</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M833.611,-579.907C821.313,-570.379 808.11,-560.148 795.49,-550.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"797.345,-547.379 787.296,-544.021 793.057,-552.912 797.345,-547.379\"/>\r\n",
       "</g>\r\n",
       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M946.5,-536.5C946.5,-536.5 833.5,-536.5 833.5,-536.5 827.5,-536.5 821.5,-530.5 821.5,-524.5 821.5,-524.5 821.5,-480.5 821.5,-480.5 821.5,-474.5 827.5,-468.5 833.5,-468.5 833.5,-468.5 946.5,-468.5 946.5,-468.5 952.5,-468.5 958.5,-474.5 958.5,-480.5 958.5,-480.5 958.5,-524.5 958.5,-524.5 958.5,-530.5 952.5,-536.5 946.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"848\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"846.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"829.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"854\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;36 -->\r\n",
       "<g id=\"edge36\" class=\"edge\"><title>26&#45;&gt;36</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M887.388,-579.907C887.754,-569.204 888.15,-557.615 888.52,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"892.022,-546.781 888.866,-536.667 885.026,-546.541 892.022,-546.781\"/>\r\n",
       "</g>\r\n",
       "<!-- 28 -->\r\n",
       "<g id=\"node29\" class=\"node\"><title>28</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M780,-425C780,-425 676,-425 676,-425 670,-425 664,-419 664,-413 664,-413 664,-354 664,-354 664,-348 670,-342 676,-342 676,-342 780,-342 780,-342 786,-342 792,-348 792,-354 792,-354 792,-413 792,-413 792,-419 786,-425 780,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"691\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"678\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"688.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"672\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 5, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"692\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;28 -->\r\n",
       "<g id=\"edge28\" class=\"edge\"><title>27&#45;&gt;28</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M732.571,-460.907C732.072,-452.558 731.54,-443.671 731.023,-435.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"734.515,-434.794 730.424,-425.021 727.528,-435.212 734.515,-434.794\"/>\r\n",
       "</g>\r\n",
       "<!-- 35 -->\r\n",
       "<g id=\"node36\" class=\"node\"><title>35</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M926,-417.5C926,-417.5 822,-417.5 822,-417.5 816,-417.5 810,-411.5 810,-405.5 810,-405.5 810,-361.5 810,-361.5 810,-355.5 816,-349.5 822,-349.5 822,-349.5 926,-349.5 926,-349.5 932,-349.5 938,-355.5 938,-361.5 938,-361.5 938,-405.5 938,-405.5 938,-411.5 932,-417.5 926,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"832\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"834.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"818\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"838\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;35 -->\r\n",
       "<g id=\"edge35\" class=\"edge\"><title>27&#45;&gt;35</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M783.225,-460.907C797.383,-448.99 812.845,-435.976 826.93,-424.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"829.2,-426.784 834.597,-417.667 824.692,-421.429 829.2,-426.784\"/>\r\n",
       "</g>\r\n",
       "<!-- 29 -->\r\n",
       "<g id=\"node30\" class=\"node\"><title>29</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M640,-306C640,-306 536,-306 536,-306 530,-306 524,-300 524,-294 524,-294 524,-235 524,-235 524,-229 530,-223 536,-223 536,-223 640,-223 640,-223 646,-223 652,-229 652,-235 652,-235 652,-294 652,-294 652,-300 646,-306 640,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"544\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"538\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"548.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"532\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"544.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 28&#45;&gt;29 -->\r\n",
       "<g id=\"edge29\" class=\"edge\"><title>28&#45;&gt;29</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M679.428,-341.907C668.134,-332.469 656.017,-322.343 644.418,-312.649\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"646.404,-309.748 636.486,-306.021 641.915,-315.119 646.404,-309.748\"/>\r\n",
       "</g>\r\n",
       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M786,-298.5C786,-298.5 682,-298.5 682,-298.5 676,-298.5 670,-292.5 670,-286.5 670,-286.5 670,-242.5 670,-242.5 670,-236.5 676,-230.5 682,-230.5 682,-230.5 786,-230.5 786,-230.5 792,-230.5 798,-236.5 798,-242.5 798,-242.5 798,-286.5 798,-286.5 798,-292.5 792,-298.5 786,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"692\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"694.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"678\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"698\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 28&#45;&gt;34 -->\r\n",
       "<g id=\"edge34\" class=\"edge\"><title>28&#45;&gt;34</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M730.082,-341.907C730.631,-331.204 731.225,-319.615 731.781,-308.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"735.282,-308.833 732.299,-298.667 728.291,-308.475 735.282,-308.833\"/>\r\n",
       "</g>\r\n",
       "<!-- 30 -->\r\n",
       "<g id=\"node31\" class=\"node\"><title>30</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M567,-179.5C567,-179.5 463,-179.5 463,-179.5 457,-179.5 451,-173.5 451,-167.5 451,-167.5 451,-123.5 451,-123.5 451,-117.5 457,-111.5 463,-111.5 463,-111.5 567,-111.5 567,-111.5 573,-111.5 579,-117.5 579,-123.5 579,-123.5 579,-167.5 579,-167.5 579,-173.5 573,-179.5 567,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"473\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"475.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"459\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"471.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;30 -->\r\n",
       "<g id=\"edge30\" class=\"edge\"><title>29&#45;&gt;30</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M562.673,-222.907C555.719,-211.763 548.167,-199.658 541.167,-188.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"543.957,-186.298 535.694,-179.667 538.018,-190.004 543.957,-186.298\"/>\r\n",
       "</g>\r\n",
       "<!-- 31 -->\r\n",
       "<g id=\"node32\" class=\"node\"><title>31</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M713,-187C713,-187 609,-187 609,-187 603,-187 597,-181 597,-175 597,-175 597,-116 597,-116 597,-110 603,-104 609,-104 609,-104 713,-104 713,-104 719,-104 725,-110 725,-116 725,-116 725,-175 725,-175 725,-181 719,-187 713,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"624.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"619\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"621.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"605\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"617.5\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;31 -->\r\n",
       "<g id=\"edge31\" class=\"edge\"><title>29&#45;&gt;31</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M613.327,-222.907C618.819,-214.105 624.685,-204.703 630.357,-195.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"633.394,-197.358 635.718,-187.021 627.455,-193.652 633.394,-197.358\"/>\r\n",
       "</g>\r\n",
       "<!-- 32 -->\r\n",
       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M640,-68C640,-68 536,-68 536,-68 530,-68 524,-62 524,-56 524,-56 524,-12 524,-12 524,-6 530,-0 536,-0 536,-0 640,-0 640,-0 646,-0 652,-6 652,-12 652,-12 652,-56 652,-56 652,-62 646,-68 640,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"546\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"548.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"532\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"544.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;32 -->\r\n",
       "<g id=\"edge32\" class=\"edge\"><title>31&#45;&gt;32</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"618.659,-74.6787 610.2,-68.2996 612.835,-78.5616 618.659,-74.6787\"/>\r\n",
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       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M786,-68C786,-68 682,-68 682,-68 676,-68 670,-62 670,-56 670,-56 670,-12 670,-12 670,-6 676,-0 682,-0 682,-0 786,-0 786,-0 792,-0 798,-6 798,-12 798,-12 798,-56 798,-56 798,-62 792,-68 786,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"692\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"694.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"678\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"698\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;33 -->\r\n",
       "<g id=\"edge33\" class=\"edge\"><title>31&#45;&gt;33</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M688.183,-103.726C694.081,-94.879 700.327,-85.51 706.246,-76.6303\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"709.165,-78.5616 711.8,-68.2996 703.341,-74.6787 709.165,-78.5616\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.768627\" stroke=\"black\" d=\"M1109.5,-663C1109.5,-663 988.5,-663 988.5,-663 982.5,-663 976.5,-657 976.5,-651 976.5,-651 976.5,-592 976.5,-592 976.5,-586 982.5,-580 988.5,-580 988.5,-580 1109.5,-580 1109.5,-580 1115.5,-580 1121.5,-586 1121.5,-592 1121.5,-592 1121.5,-651 1121.5,-651 1121.5,-657 1115.5,-663 1109.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1012.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"999\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.696</text>\r\n",
       "<text text-anchor=\"start\" x=\"1005.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"984.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 52, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1013\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 37&#45;&gt;38 -->\r\n",
       "<g id=\"edge38\" class=\"edge\"><title>37&#45;&gt;38</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1050.31,-698.907C1050.16,-690.558 1050.01,-681.671 1049.86,-673.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1053.36,-672.959 1049.69,-663.021 1046.36,-673.079 1053.36,-672.959\"/>\r\n",
       "</g>\r\n",
       "<!-- 47 -->\r\n",
       "<g id=\"node48\" class=\"node\"><title>47</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1264.5,-655.5C1264.5,-655.5 1151.5,-655.5 1151.5,-655.5 1145.5,-655.5 1139.5,-649.5 1139.5,-643.5 1139.5,-643.5 1139.5,-599.5 1139.5,-599.5 1139.5,-593.5 1145.5,-587.5 1151.5,-587.5 1151.5,-587.5 1264.5,-587.5 1264.5,-587.5 1270.5,-587.5 1276.5,-593.5 1276.5,-599.5 1276.5,-599.5 1276.5,-643.5 1276.5,-643.5 1276.5,-649.5 1270.5,-655.5 1264.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1166\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1164.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"1147.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 64, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1172\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 37&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>37&#45;&gt;47</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1105.47,-698.907C1121.61,-686.88 1139.25,-673.735 1155.28,-661.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1157.57,-664.449 1163.49,-655.667 1153.38,-658.836 1157.57,-664.449\"/>\r\n",
       "</g>\r\n",
       "<!-- 39 -->\r\n",
       "<g id=\"node40\" class=\"node\"><title>39</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M1109.5,-544C1109.5,-544 988.5,-544 988.5,-544 982.5,-544 976.5,-538 976.5,-532 976.5,-532 976.5,-473 976.5,-473 976.5,-467 982.5,-461 988.5,-461 988.5,-461 1109.5,-461 1109.5,-461 1115.5,-461 1121.5,-467 1121.5,-473 1121.5,-473 1121.5,-532 1121.5,-532 1121.5,-538 1115.5,-544 1109.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1005\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"999\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"1005.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"984.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 20, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1013\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;39 -->\r\n",
       "<g id=\"edge39\" class=\"edge\"><title>38&#45;&gt;39</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1049,-579.907C1049,-571.649 1049,-562.864 1049,-554.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1052.5,-554.021 1049,-544.021 1045.5,-554.021 1052.5,-554.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 46 -->\r\n",
       "<g id=\"node47\" class=\"node\"><title>46</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1264.5,-536.5C1264.5,-536.5 1151.5,-536.5 1151.5,-536.5 1145.5,-536.5 1139.5,-530.5 1139.5,-524.5 1139.5,-524.5 1139.5,-480.5 1139.5,-480.5 1139.5,-474.5 1145.5,-468.5 1151.5,-468.5 1151.5,-468.5 1264.5,-468.5 1264.5,-468.5 1270.5,-468.5 1276.5,-474.5 1276.5,-480.5 1276.5,-480.5 1276.5,-524.5 1276.5,-524.5 1276.5,-530.5 1270.5,-536.5 1264.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1166\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1164.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1147.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 32, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1172\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;46 -->\r\n",
       "<g id=\"edge46\" class=\"edge\"><title>38&#45;&gt;46</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1104.16,-579.907C1120.51,-567.88 1138.37,-554.735 1154.6,-542.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1156.95,-545.413 1162.93,-536.667 1152.8,-539.775 1156.95,-545.413\"/>\r\n",
       "</g>\r\n",
       "<!-- 40 -->\r\n",
       "<g id=\"node41\" class=\"node\"><title>40</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M1093.5,-425C1093.5,-425 980.5,-425 980.5,-425 974.5,-425 968.5,-419 968.5,-413 968.5,-413 968.5,-354 968.5,-354 968.5,-348 974.5,-342 980.5,-342 980.5,-342 1093.5,-342 1093.5,-342 1099.5,-342 1105.5,-348 1105.5,-354 1105.5,-354 1105.5,-413 1105.5,-413 1105.5,-419 1099.5,-425 1093.5,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"993\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"987\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"993.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"976.5\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"993.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 39&#45;&gt;40 -->\r\n",
       "<g id=\"edge40\" class=\"edge\"><title>39&#45;&gt;40</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1044.84,-460.907C1043.98,-452.558 1043.07,-443.671 1042.18,-435.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1045.66,-434.611 1041.16,-425.021 1038.69,-435.326 1045.66,-434.611\"/>\r\n",
       "</g>\r\n",
       "<!-- 45 -->\r\n",
       "<g id=\"node46\" class=\"node\"><title>45</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1248.5,-417.5C1248.5,-417.5 1135.5,-417.5 1135.5,-417.5 1129.5,-417.5 1123.5,-411.5 1123.5,-405.5 1123.5,-405.5 1123.5,-361.5 1123.5,-361.5 1123.5,-355.5 1129.5,-349.5 1135.5,-349.5 1135.5,-349.5 1248.5,-349.5 1248.5,-349.5 1254.5,-349.5 1260.5,-355.5 1260.5,-361.5 1260.5,-361.5 1260.5,-405.5 1260.5,-405.5 1260.5,-411.5 1254.5,-417.5 1248.5,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1150\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1148.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1131.5\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1156\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 39&#45;&gt;45 -->\r\n",
       "<g id=\"edge45\" class=\"edge\"><title>39&#45;&gt;45</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1098.61,-460.907C1113.18,-448.99 1129.09,-435.976 1143.58,-424.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1145.94,-426.708 1151.46,-417.667 1141.51,-421.29 1145.94,-426.708\"/>\r\n",
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       "<!-- 41 -->\r\n",
       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M956,-298.5C956,-298.5 852,-298.5 852,-298.5 846,-298.5 840,-292.5 840,-286.5 840,-286.5 840,-242.5 840,-242.5 840,-236.5 846,-230.5 852,-230.5 852,-230.5 956,-230.5 956,-230.5 962,-230.5 968,-236.5 968,-242.5 968,-242.5 968,-286.5 968,-286.5 968,-292.5 962,-298.5 956,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"862\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"864.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"848\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"860.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;41 -->\r\n",
       "<g id=\"edge41\" class=\"edge\"><title>40&#45;&gt;41</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M990.856,-341.907C977.435,-330.101 962.789,-317.217 949.413,-305.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"951.523,-302.644 941.703,-298.667 946.899,-307.9 951.523,-302.644\"/>\r\n",
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       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1102,-306C1102,-306 998,-306 998,-306 992,-306 986,-300 986,-294 986,-294 986,-235 986,-235 986,-229 992,-223 998,-223 998,-223 1102,-223 1102,-223 1108,-223 1114,-229 1114,-235 1114,-235 1114,-294 1114,-294 1114,-300 1108,-306 1102,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1013.5\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1008\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1010.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"994\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1006.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;42 -->\r\n",
       "<g id=\"edge42\" class=\"edge\"><title>40&#45;&gt;42</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1041.51,-341.907C1042.44,-333.558 1043.43,-324.671 1044.39,-316.02\"/>\r\n",
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       "<!-- 43 -->\r\n",
       "<g id=\"node44\" class=\"node\"><title>43</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1029,-179.5C1029,-179.5 925,-179.5 925,-179.5 919,-179.5 913,-173.5 913,-167.5 913,-167.5 913,-123.5 913,-123.5 913,-117.5 919,-111.5 925,-111.5 925,-111.5 1029,-111.5 1029,-111.5 1035,-111.5 1041,-117.5 1041,-123.5 1041,-123.5 1041,-167.5 1041,-167.5 1041,-173.5 1035,-179.5 1029,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"935\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"937.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"921\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"933.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;43 -->\r\n",
       "<g id=\"edge43\" class=\"edge\"><title>42&#45;&gt;43</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1024.67,-222.907C1017.72,-211.763 1010.17,-199.658 1003.17,-188.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1005.96,-186.298 997.694,-179.667 1000.02,-190.004 1005.96,-186.298\"/>\r\n",
       "</g>\r\n",
       "<!-- 44 -->\r\n",
       "<g id=\"node45\" class=\"node\"><title>44</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1175,-179.5C1175,-179.5 1071,-179.5 1071,-179.5 1065,-179.5 1059,-173.5 1059,-167.5 1059,-167.5 1059,-123.5 1059,-123.5 1059,-117.5 1065,-111.5 1071,-111.5 1071,-111.5 1175,-111.5 1175,-111.5 1181,-111.5 1187,-117.5 1187,-123.5 1187,-123.5 1187,-167.5 1187,-167.5 1187,-173.5 1181,-179.5 1175,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1081\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1083.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1067\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1087\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;44 -->\r\n",
       "<g id=\"edge44\" class=\"edge\"><title>42&#45;&gt;44</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1075.33,-222.907C1082.28,-211.763 1089.83,-199.658 1096.83,-188.439\"/>\r\n",
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       "<!-- 49 -->\r\n",
       "<g id=\"node50\" class=\"node\"><title>49</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.670588\" stroke=\"black\" d=\"M2040.5,-1020C2040.5,-1020 1903.5,-1020 1903.5,-1020 1897.5,-1020 1891.5,-1014 1891.5,-1008 1891.5,-1008 1891.5,-949 1891.5,-949 1891.5,-943 1897.5,-937 1903.5,-937 1903.5,-937 2040.5,-937 2040.5,-937 2046.5,-937 2052.5,-943 2052.5,-949 2052.5,-949 2052.5,-1008 2052.5,-1008 2052.5,-1014 2046.5,-1020 2040.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1935\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1922\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.053</text>\r\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 192</text>\r\n",
       "<text text-anchor=\"start\" x=\"1899.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [38, 141, 13, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1936\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 48&#45;&gt;49 -->\r\n",
       "<g id=\"edge49\" class=\"edge\"><title>48&#45;&gt;49</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1972,-1055.91C1972,-1047.65 1972,-1038.86 1972,-1030.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1975.5,-1030.02 1972,-1020.02 1968.5,-1030.02 1975.5,-1030.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 108 -->\r\n",
       "<g id=\"node109\" class=\"node\"><title>108</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.047059\" stroke=\"black\" d=\"M3358.5,-1020C3358.5,-1020 3229.5,-1020 3229.5,-1020 3223.5,-1020 3217.5,-1014 3217.5,-1008 3217.5,-1008 3217.5,-949 3217.5,-949 3217.5,-943 3223.5,-937 3229.5,-937 3229.5,-937 3358.5,-937 3358.5,-937 3364.5,-937 3370.5,-943 3370.5,-949 3370.5,-949 3370.5,-1008 3370.5,-1008 3370.5,-1014 3364.5,-1020 3358.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3257\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">safety ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3248\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.76</text>\r\n",
       "<text text-anchor=\"start\" x=\"3246.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 192</text>\r\n",
       "<text text-anchor=\"start\" x=\"3225.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 63, 52, 69]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3253\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 48&#45;&gt;108 -->\r\n",
       "<g id=\"edge108\" class=\"edge\"><title>48&#45;&gt;108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2057.21,-1088.96C2295.48,-1067.87 2966.81,-1008.46 3207.1,-987.191\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3207.53,-990.666 3217.18,-986.298 3206.92,-983.694 3207.53,-990.666\"/>\r\n",
       "</g>\r\n",
       "<!-- 50 -->\r\n",
       "<g id=\"node51\" class=\"node\"><title>50</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.450980\" stroke=\"black\" d=\"M1805.5,-901C1805.5,-901 1684.5,-901 1684.5,-901 1678.5,-901 1672.5,-895 1672.5,-889 1672.5,-889 1672.5,-830 1672.5,-830 1672.5,-824 1678.5,-818 1684.5,-818 1684.5,-818 1805.5,-818 1805.5,-818 1811.5,-818 1817.5,-824 1817.5,-830 1817.5,-830 1817.5,-889 1817.5,-889 1817.5,-895 1811.5,-901 1805.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1701\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1695\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.938</text>\r\n",
       "<text text-anchor=\"start\" x=\"1701.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"1680.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 62, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1709\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;50 -->\r\n",
       "<g id=\"edge50\" class=\"edge\"><title>49&#45;&gt;50</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1893.24,-936.907C1871.73,-925.819 1848.37,-913.781 1826.7,-902.611\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1828.02,-899.352 1817.53,-897.881 1824.81,-905.574 1828.02,-899.352\"/>\r\n",
       "</g>\r\n",
       "<!-- 77 -->\r\n",
       "<g id=\"node78\" class=\"node\"><title>77</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.796078\" stroke=\"black\" d=\"M2182.5,-901C2182.5,-901 2061.5,-901 2061.5,-901 2055.5,-901 2049.5,-895 2049.5,-889 2049.5,-889 2049.5,-830 2049.5,-830 2049.5,-824 2055.5,-818 2061.5,-818 2061.5,-818 2182.5,-818 2182.5,-818 2188.5,-818 2194.5,-824 2194.5,-830 2194.5,-830 2194.5,-889 2194.5,-889 2194.5,-895 2188.5,-901 2182.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2082.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2072\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.813</text>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"2057.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 79, 13, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2086\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;77 -->\r\n",
       "<g id=\"edge77\" class=\"edge\"><title>49&#45;&gt;77</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2024.04,-936.907C2036.26,-927.379 2049.37,-917.148 2061.91,-907.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2064.32,-909.931 2070.05,-901.021 2060.01,-904.411 2064.32,-909.931\"/>\r\n",
       "</g>\r\n",
       "<!-- 51 -->\r\n",
       "<g id=\"node52\" class=\"node\"><title>51</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.721569\" stroke=\"black\" d=\"M1570.5,-782C1570.5,-782 1457.5,-782 1457.5,-782 1451.5,-782 1445.5,-776 1445.5,-770 1445.5,-770 1445.5,-711 1445.5,-711 1445.5,-705 1451.5,-699 1457.5,-699 1457.5,-699 1570.5,-699 1570.5,-699 1576.5,-699 1582.5,-705 1582.5,-711 1582.5,-711 1582.5,-770 1582.5,-770 1582.5,-776 1576.5,-782 1570.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1474.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1464\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.758</text>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1453.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [25, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;51 -->\r\n",
       "<g id=\"edge51\" class=\"edge\"><title>50&#45;&gt;51</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1672.23,-821.641C1646.67,-808.699 1617.87,-794.111 1591.92,-780.964\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1593.37,-777.775 1582.86,-776.379 1590.2,-784.019 1593.37,-777.775\"/>\r\n",
       "</g>\r\n",
       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.835294\" stroke=\"black\" d=\"M1801.5,-782C1801.5,-782 1688.5,-782 1688.5,-782 1682.5,-782 1676.5,-776 1676.5,-770 1676.5,-770 1676.5,-711 1676.5,-711 1676.5,-705 1682.5,-699 1688.5,-699 1688.5,-699 1801.5,-699 1801.5,-699 1807.5,-699 1813.5,-705 1813.5,-711 1813.5,-711 1813.5,-770 1813.5,-770 1813.5,-776 1807.5,-782 1801.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1701\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1695\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.586</text>\r\n",
       "<text text-anchor=\"start\" x=\"1701.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"1684.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 55, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1709\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;60 -->\r\n",
       "<g id=\"edge60\" class=\"edge\"><title>50&#45;&gt;60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1745,-817.907C1745,-809.649 1745,-800.864 1745,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1748.5,-792.021 1745,-782.021 1741.5,-792.021 1748.5,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1419.5,-655.5C1419.5,-655.5 1306.5,-655.5 1306.5,-655.5 1300.5,-655.5 1294.5,-649.5 1294.5,-643.5 1294.5,-643.5 1294.5,-599.5 1294.5,-599.5 1294.5,-593.5 1300.5,-587.5 1306.5,-587.5 1306.5,-587.5 1419.5,-587.5 1419.5,-587.5 1425.5,-587.5 1431.5,-593.5 1431.5,-599.5 1431.5,-599.5 1431.5,-643.5 1431.5,-643.5 1431.5,-649.5 1425.5,-655.5 1419.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1321\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1319.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1302.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1319.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 51&#45;&gt;52 -->\r\n",
       "<g id=\"edge52\" class=\"edge\"><title>51&#45;&gt;52</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1461.61,-698.907C1446.23,-686.99 1429.43,-673.976 1414.13,-662.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1415.85,-659.025 1405.81,-655.667 1411.57,-664.559 1415.85,-659.025\"/>\r\n",
       "</g>\r\n",
       "<!-- 53 -->\r\n",
       "<g id=\"node54\" class=\"node\"><title>53</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.223529\" stroke=\"black\" d=\"M1566,-663C1566,-663 1462,-663 1462,-663 1456,-663 1450,-657 1450,-651 1450,-651 1450,-592 1450,-592 1450,-586 1456,-580 1462,-580 1462,-580 1566,-580 1566,-580 1572,-580 1578,-586 1578,-592 1578,-592 1578,-651 1578,-651 1578,-657 1572,-663 1566,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1479.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1464\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.989</text>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1458\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 51&#45;&gt;53 -->\r\n",
       "<g id=\"edge53\" class=\"edge\"><title>51&#45;&gt;53</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1514,-698.907C1514,-690.649 1514,-681.864 1514,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1517.5,-673.021 1514,-663.021 1510.5,-673.021 1517.5,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 54 -->\r\n",
       "<g id=\"node55\" class=\"node\"><title>54</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1413,-536.5C1413,-536.5 1309,-536.5 1309,-536.5 1303,-536.5 1297,-530.5 1297,-524.5 1297,-524.5 1297,-480.5 1297,-480.5 1297,-474.5 1303,-468.5 1309,-468.5 1309,-468.5 1413,-468.5 1413,-468.5 1419,-468.5 1425,-474.5 1425,-480.5 1425,-480.5 1425,-524.5 1425,-524.5 1425,-530.5 1419,-536.5 1413,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1319\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1321.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1305\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1317.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;54 -->\r\n",
       "<g id=\"edge54\" class=\"edge\"><title>53&#45;&gt;54</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1460.92,-579.907C1445.19,-567.88 1428,-554.735 1412.38,-542.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1414.44,-539.961 1404.37,-536.667 1410.19,-545.522 1414.44,-539.961\"/>\r\n",
       "</g>\r\n",
       "<!-- 55 -->\r\n",
       "<g id=\"node56\" class=\"node\"><title>55</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M1559,-544C1559,-544 1455,-544 1455,-544 1449,-544 1443,-538 1443,-532 1443,-532 1443,-473 1443,-473 1443,-467 1449,-461 1455,-461 1455,-461 1559,-461 1559,-461 1565,-461 1571,-467 1571,-473 1571,-473 1571,-532 1571,-532 1571,-538 1565,-544 1559,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1457\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.544</text>\r\n",
       "<text text-anchor=\"start\" x=\"1467.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1451\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1471\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;55 -->\r\n",
       "<g id=\"edge55\" class=\"edge\"><title>53&#45;&gt;55</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1511.57,-579.907C1511.07,-571.558 1510.54,-562.671 1510.02,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1513.52,-553.794 1509.42,-544.021 1506.53,-554.212 1513.52,-553.794\"/>\r\n",
       "</g>\r\n",
       "<!-- 56 -->\r\n",
       "<g id=\"node57\" class=\"node\"><title>56</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1401,-425C1401,-425 1297,-425 1297,-425 1291,-425 1285,-419 1285,-413 1285,-413 1285,-354 1285,-354 1285,-348 1291,-342 1297,-342 1297,-342 1401,-342 1401,-342 1407,-342 1413,-348 1413,-354 1413,-354 1413,-413 1413,-413 1413,-419 1407,-425 1401,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1305\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1307\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1309.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1293\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1305.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 55&#45;&gt;56 -->\r\n",
       "<g id=\"edge56\" class=\"edge\"><title>55&#45;&gt;56</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1452.18,-460.907C1439.19,-451.288 1425.24,-440.953 1411.92,-431.09\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1413.84,-428.159 1403.72,-425.021 1409.67,-433.785 1413.84,-428.159\"/>\r\n",
       "</g>\r\n",
       "<!-- 59 -->\r\n",
       "<g id=\"node60\" class=\"node\"><title>59</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1547,-417.5C1547,-417.5 1443,-417.5 1443,-417.5 1437,-417.5 1431,-411.5 1431,-405.5 1431,-405.5 1431,-361.5 1431,-361.5 1431,-355.5 1437,-349.5 1443,-349.5 1443,-349.5 1547,-349.5 1547,-349.5 1553,-349.5 1559,-355.5 1559,-361.5 1559,-361.5 1559,-405.5 1559,-405.5 1559,-411.5 1553,-417.5 1547,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1453\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1455.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1439\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1459\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 55&#45;&gt;59 -->\r\n",
       "<g id=\"edge59\" class=\"edge\"><title>55&#45;&gt;59</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1502.84,-460.907C1501.74,-450.204 1500.55,-438.615 1499.44,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1502.9,-427.258 1498.4,-417.667 1495.94,-427.972 1502.9,-427.258\"/>\r\n",
       "</g>\r\n",
       "<!-- 57 -->\r\n",
       "<g id=\"node58\" class=\"node\"><title>57</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1255,-298.5C1255,-298.5 1151,-298.5 1151,-298.5 1145,-298.5 1139,-292.5 1139,-286.5 1139,-286.5 1139,-242.5 1139,-242.5 1139,-236.5 1145,-230.5 1151,-230.5 1151,-230.5 1255,-230.5 1255,-230.5 1261,-230.5 1267,-236.5 1267,-242.5 1267,-242.5 1267,-286.5 1267,-286.5 1267,-292.5 1261,-298.5 1255,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1161\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1163.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1147\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1167\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 56&#45;&gt;57 -->\r\n",
       "<g id=\"edge57\" class=\"edge\"><title>56&#45;&gt;57</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1254.38,-302.189 1244.39,-298.667 1250,-307.652 1254.38,-302.189\"/>\r\n",
       "</g>\r\n",
       "<!-- 58 -->\r\n",
       "<g id=\"node59\" class=\"node\"><title>58</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1401,-298.5C1401,-298.5 1297,-298.5 1297,-298.5 1291,-298.5 1285,-292.5 1285,-286.5 1285,-286.5 1285,-242.5 1285,-242.5 1285,-236.5 1291,-230.5 1297,-230.5 1297,-230.5 1401,-230.5 1401,-230.5 1407,-230.5 1413,-236.5 1413,-242.5 1413,-242.5 1413,-286.5 1413,-286.5 1413,-292.5 1407,-298.5 1401,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1307\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1309.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1293\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1305.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 56&#45;&gt;58 -->\r\n",
       "<g id=\"edge58\" class=\"edge\"><title>56&#45;&gt;58</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1349,-341.907C1349,-331.204 1349,-319.615 1349,-308.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1352.5,-308.667 1349,-298.667 1345.5,-308.667 1352.5,-308.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.607843\" stroke=\"black\" d=\"M1723.5,-663C1723.5,-663 1610.5,-663 1610.5,-663 1604.5,-663 1598.5,-657 1598.5,-651 1598.5,-651 1598.5,-592 1598.5,-592 1598.5,-586 1604.5,-580 1610.5,-580 1610.5,-580 1723.5,-580 1723.5,-580 1729.5,-580 1735.5,-586 1735.5,-592 1735.5,-592 1735.5,-651 1735.5,-651 1735.5,-657 1729.5,-663 1723.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1630.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1617\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.857</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1606.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 23, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1631\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 60&#45;&gt;61 -->\r\n",
       "<g id=\"edge61\" class=\"edge\"><title>60&#45;&gt;61</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1717.94,-698.907C1712.07,-690.105 1705.8,-680.703 1699.74,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1702.47,-669.4 1694.01,-663.021 1696.65,-673.283 1702.47,-669.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 76 -->\r\n",
       "<g id=\"node77\" class=\"node\"><title>76</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1878.5,-655.5C1878.5,-655.5 1765.5,-655.5 1765.5,-655.5 1759.5,-655.5 1753.5,-649.5 1753.5,-643.5 1753.5,-643.5 1753.5,-599.5 1753.5,-599.5 1753.5,-593.5 1759.5,-587.5 1765.5,-587.5 1765.5,-587.5 1878.5,-587.5 1878.5,-587.5 1884.5,-587.5 1890.5,-593.5 1890.5,-599.5 1890.5,-599.5 1890.5,-643.5 1890.5,-643.5 1890.5,-649.5 1884.5,-655.5 1878.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1780\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1778.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1761.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 32, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1786\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 60&#45;&gt;76 -->\r\n",
       "<g id=\"edge76\" class=\"edge\"><title>60&#45;&gt;76</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1771.71,-698.907C1779.12,-687.652 1787.17,-675.418 1794.62,-664.106\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1797.6,-665.944 1800.17,-655.667 1791.75,-662.096 1797.6,-665.944\"/>\r\n",
       "</g>\r\n",
       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.223529\" stroke=\"black\" d=\"M1709,-544C1709,-544 1605,-544 1605,-544 1599,-544 1593,-538 1593,-532 1593,-532 1593,-473 1593,-473 1593,-467 1599,-461 1605,-461 1605,-461 1709,-461 1709,-461 1715,-461 1721,-467 1721,-473 1721,-473 1721,-532 1721,-532 1721,-538 1715,-544 1709,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1617.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1607\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.989</text>\r\n",
       "<text text-anchor=\"start\" x=\"1613.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1601\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1613.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 61&#45;&gt;62 -->\r\n",
       "<g id=\"edge62\" class=\"edge\"><title>61&#45;&gt;62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1663.53,-579.907C1662.82,-571.558 1662.06,-562.671 1661.32,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1664.8,-553.686 1660.46,-544.021 1657.83,-554.283 1664.8,-553.686\"/>\r\n",
       "</g>\r\n",
       "<!-- 75 -->\r\n",
       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1864.5,-536.5C1864.5,-536.5 1751.5,-536.5 1751.5,-536.5 1745.5,-536.5 1739.5,-530.5 1739.5,-524.5 1739.5,-524.5 1739.5,-480.5 1739.5,-480.5 1739.5,-474.5 1745.5,-468.5 1751.5,-468.5 1751.5,-468.5 1864.5,-468.5 1864.5,-468.5 1870.5,-468.5 1876.5,-474.5 1876.5,-480.5 1876.5,-480.5 1876.5,-524.5 1876.5,-524.5 1876.5,-530.5 1870.5,-536.5 1864.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1766\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1764.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1772\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 61&#45;&gt;75 -->\r\n",
       "<g id=\"edge75\" class=\"edge\"><title>61&#45;&gt;75</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1715.92,-579.907C1730.28,-567.99 1745.97,-554.976 1760.25,-543.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1762.57,-545.746 1768.03,-536.667 1758.1,-540.359 1762.57,-545.746\"/>\r\n",
       "</g>\r\n",
       "<!-- 63 -->\r\n",
       "<g id=\"node64\" class=\"node\"><title>63</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M1693,-425C1693,-425 1589,-425 1589,-425 1583,-425 1577,-419 1577,-413 1577,-413 1577,-354 1577,-354 1577,-348 1583,-342 1589,-342 1589,-342 1693,-342 1693,-342 1699,-342 1705,-348 1705,-354 1705,-354 1705,-413 1705,-413 1705,-419 1699,-425 1693,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1597\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1591\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"1601.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1585\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1597.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;63 -->\r\n",
       "<g id=\"edge63\" class=\"edge\"><title>62&#45;&gt;63</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1651.45,-460.907C1650.31,-452.558 1649.09,-443.671 1647.91,-435.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1651.36,-434.454 1646.54,-425.021 1644.43,-435.403 1651.36,-434.454\"/>\r\n",
       "</g>\r\n",
       "<!-- 68 -->\r\n",
       "<g id=\"node69\" class=\"node\"><title>68</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M1839,-425C1839,-425 1735,-425 1735,-425 1729,-425 1723,-419 1723,-413 1723,-413 1723,-354 1723,-354 1723,-348 1729,-342 1735,-342 1735,-342 1839,-342 1839,-342 1845,-342 1851,-348 1851,-354 1851,-354 1851,-413 1851,-413 1851,-419 1845,-425 1839,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1752.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1737\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1731\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 5, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1751\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;68 -->\r\n",
       "<g id=\"edge68\" class=\"edge\"><title>62&#45;&gt;68</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1702.1,-460.907C1712.49,-451.56 1723.62,-441.538 1734.3,-431.929\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1736.89,-434.312 1741.98,-425.021 1732.2,-429.109 1736.89,-434.312\"/>\r\n",
       "</g>\r\n",
       "<!-- 64 -->\r\n",
       "<g id=\"node65\" class=\"node\"><title>64</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1547,-298.5C1547,-298.5 1443,-298.5 1443,-298.5 1437,-298.5 1431,-292.5 1431,-286.5 1431,-286.5 1431,-242.5 1431,-242.5 1431,-236.5 1437,-230.5 1443,-230.5 1443,-230.5 1547,-230.5 1547,-230.5 1553,-230.5 1559,-236.5 1559,-242.5 1559,-242.5 1559,-286.5 1559,-286.5 1559,-292.5 1553,-298.5 1547,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1453\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1455.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1439\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1451.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;64 -->\r\n",
       "<g id=\"edge64\" class=\"edge\"><title>63&#45;&gt;64</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1590.35,-341.907C1575.47,-329.99 1559.23,-316.976 1544.44,-305.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1546.38,-302.189 1536.39,-298.667 1542,-307.652 1546.38,-302.189\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1693,-306C1693,-306 1589,-306 1589,-306 1583,-306 1577,-300 1577,-294 1577,-294 1577,-235 1577,-235 1577,-229 1583,-223 1589,-223 1589,-223 1693,-223 1693,-223 1699,-223 1705,-229 1705,-235 1705,-235 1705,-294 1705,-294 1705,-300 1699,-306 1693,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1599\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1601.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1585\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1597.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;65 -->\r\n",
       "<g id=\"edge65\" class=\"edge\"><title>63&#45;&gt;65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1641,-341.907C1641,-333.649 1641,-324.864 1641,-316.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1644.5,-316.021 1641,-306.021 1637.5,-316.021 1644.5,-316.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1547,-179.5C1547,-179.5 1443,-179.5 1443,-179.5 1437,-179.5 1431,-173.5 1431,-167.5 1431,-167.5 1431,-123.5 1431,-123.5 1431,-117.5 1437,-111.5 1443,-111.5 1443,-111.5 1547,-111.5 1547,-111.5 1553,-111.5 1559,-117.5 1559,-123.5 1559,-123.5 1559,-167.5 1559,-167.5 1559,-173.5 1553,-179.5 1547,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1453\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1455.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1439\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1451.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;66 -->\r\n",
       "<g id=\"edge66\" class=\"edge\"><title>65&#45;&gt;66</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1590.35,-222.907C1575.47,-210.99 1559.23,-197.976 1544.44,-186.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1546.38,-183.189 1536.39,-179.667 1542,-188.652 1546.38,-183.189\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1693,-179.5C1693,-179.5 1589,-179.5 1589,-179.5 1583,-179.5 1577,-173.5 1577,-167.5 1577,-167.5 1577,-123.5 1577,-123.5 1577,-117.5 1583,-111.5 1589,-111.5 1589,-111.5 1693,-111.5 1693,-111.5 1699,-111.5 1705,-117.5 1705,-123.5 1705,-123.5 1705,-167.5 1705,-167.5 1705,-173.5 1699,-179.5 1693,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1599\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1601.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1585\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1605\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;67 -->\r\n",
       "<g id=\"edge67\" class=\"edge\"><title>65&#45;&gt;67</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1641,-222.907C1641,-212.204 1641,-200.615 1641,-189.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1644.5,-189.667 1641,-179.667 1637.5,-189.667 1644.5,-189.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M1839,-306C1839,-306 1735,-306 1735,-306 1729,-306 1723,-300 1723,-294 1723,-294 1723,-235 1723,-235 1723,-229 1729,-223 1735,-223 1735,-223 1839,-223 1839,-223 1845,-223 1851,-229 1851,-235 1851,-235 1851,-294 1851,-294 1851,-300 1845,-306 1839,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1743\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1737\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1731\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1743.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 68&#45;&gt;69 -->\r\n",
       "<g id=\"edge69\" class=\"edge\"><title>68&#45;&gt;69</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1790.5,-316.021 1787,-306.021 1783.5,-316.021 1790.5,-316.021\"/>\r\n",
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       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
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       "<text text-anchor=\"start\" x=\"1891\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1893.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1877\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1897\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 68&#45;&gt;74 -->\r\n",
       "<g id=\"edge74\" class=\"edge\"><title>68&#45;&gt;74</title>\r\n",
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       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1839,-179.5C1839,-179.5 1735,-179.5 1735,-179.5 1729,-179.5 1723,-173.5 1723,-167.5 1723,-167.5 1723,-123.5 1723,-123.5 1723,-117.5 1729,-111.5 1735,-111.5 1735,-111.5 1839,-111.5 1839,-111.5 1845,-111.5 1851,-117.5 1851,-123.5 1851,-123.5 1851,-167.5 1851,-167.5 1851,-173.5 1845,-179.5 1839,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1745\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1731\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1743.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;70 -->\r\n",
       "<g id=\"edge70\" class=\"edge\"><title>69&#45;&gt;70</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1787,-222.907C1787,-212.204 1787,-200.615 1787,-189.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1790.5,-189.667 1787,-179.667 1783.5,-189.667 1790.5,-189.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1985,-187C1985,-187 1881,-187 1881,-187 1875,-187 1869,-181 1869,-175 1869,-175 1869,-116 1869,-116 1869,-110 1875,-104 1881,-104 1881,-104 1985,-104 1985,-104 1991,-104 1997,-110 1997,-116 1997,-116 1997,-175 1997,-175 1997,-181 1991,-187 1985,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1896.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1891\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1893.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1877\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1889.5\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;71 -->\r\n",
       "<g id=\"edge71\" class=\"edge\"><title>69&#45;&gt;71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1837.65,-222.907C1849.54,-213.379 1862.31,-203.148 1874.51,-193.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1876.82,-196.006 1882.44,-187.021 1872.44,-190.543 1876.82,-196.006\"/>\r\n",
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       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1912,-68C1912,-68 1808,-68 1808,-68 1802,-68 1796,-62 1796,-56 1796,-56 1796,-12 1796,-12 1796,-6 1802,-0 1808,-0 1808,-0 1912,-0 1912,-0 1918,-0 1924,-6 1924,-12 1924,-12 1924,-56 1924,-56 1924,-62 1918,-68 1912,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1818\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1820.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1804\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1816.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;72 -->\r\n",
       "<g id=\"edge72\" class=\"edge\"><title>71&#45;&gt;72</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1905.82,-103.726C1899.92,-94.879 1893.67,-85.51 1887.75,-76.6303\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1890.66,-74.6787 1882.2,-68.2996 1884.83,-78.5616 1890.66,-74.6787\"/>\r\n",
       "</g>\r\n",
       "<!-- 73 -->\r\n",
       "<g id=\"node74\" class=\"node\"><title>73</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2058,-68C2058,-68 1954,-68 1954,-68 1948,-68 1942,-62 1942,-56 1942,-56 1942,-12 1942,-12 1942,-6 1948,-0 1954,-0 1954,-0 2058,-0 2058,-0 2064,-0 2070,-6 2070,-12 2070,-12 2070,-56 2070,-56 2070,-62 2064,-68 2058,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1964\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1966.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1950\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1970\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;73 -->\r\n",
       "<g id=\"edge73\" class=\"edge\"><title>71&#45;&gt;73</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1960.18,-103.726C1966.08,-94.879 1972.33,-85.51 1978.25,-76.6303\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1981.17,-78.5616 1983.8,-68.2996 1975.34,-74.6787 1981.17,-78.5616\"/>\r\n",
       "</g>\r\n",
       "<!-- 78 -->\r\n",
       "<g id=\"node79\" class=\"node\"><title>78</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.956863\" stroke=\"black\" d=\"M2178.5,-782C2178.5,-782 2065.5,-782 2065.5,-782 2059.5,-782 2053.5,-776 2053.5,-770 2053.5,-770 2053.5,-711 2053.5,-711 2053.5,-705 2059.5,-699 2065.5,-699 2065.5,-699 2178.5,-699 2178.5,-699 2184.5,-699 2190.5,-705 2190.5,-711 2190.5,-711 2190.5,-770 2190.5,-770 2190.5,-776 2184.5,-782 2178.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2085.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2076\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.25</text>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2061.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 46, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2086\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 77&#45;&gt;78 -->\r\n",
       "<g id=\"edge78\" class=\"edge\"><title>77&#45;&gt;78</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2122,-817.907C2122,-809.649 2122,-800.864 2122,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2125.5,-792.021 2122,-782.021 2118.5,-792.021 2125.5,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.572549\" stroke=\"black\" d=\"M2450.5,-782C2450.5,-782 2329.5,-782 2329.5,-782 2323.5,-782 2317.5,-776 2317.5,-770 2317.5,-770 2317.5,-711 2317.5,-711 2317.5,-705 2323.5,-699 2329.5,-699 2329.5,-699 2450.5,-699 2450.5,-699 2456.5,-699 2462.5,-705 2462.5,-711 2462.5,-711 2462.5,-770 2462.5,-770 2462.5,-776 2456.5,-782 2450.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2355.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2340\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.073</text>\r\n",
       "<text text-anchor=\"start\" x=\"2346.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2325.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 33, 13, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2354\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 77&#45;&gt;85 -->\r\n",
       "<g id=\"edge85\" class=\"edge\"><title>77&#45;&gt;85</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2194.52,-826.838C2229.53,-811.556 2271.68,-793.153 2307.87,-777.356\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2309.65,-780.396 2317.42,-773.187 2306.85,-773.981 2309.65,-780.396\"/>\r\n",
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       "<!-- 79 -->\r\n",
       "<g id=\"node80\" class=\"node\"><title>79</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.800000\" stroke=\"black\" d=\"M2101.5,-663C2101.5,-663 1988.5,-663 1988.5,-663 1982.5,-663 1976.5,-657 1976.5,-651 1976.5,-651 1976.5,-592 1976.5,-592 1976.5,-586 1982.5,-580 1988.5,-580 1988.5,-580 2101.5,-580 2101.5,-580 2107.5,-580 2113.5,-586 2113.5,-592 2113.5,-592 2113.5,-651 2113.5,-651 2113.5,-657 2107.5,-663 2101.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2001\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1999\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.65</text>\r\n",
       "<text text-anchor=\"start\" x=\"2001.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"1984.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 10, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2009\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;79 -->\r\n",
       "<g id=\"edge79\" class=\"edge\"><title>78&#45;&gt;79</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2095.29,-698.907C2089.49,-690.105 2083.3,-680.703 2077.32,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2080.09,-669.45 2071.67,-663.021 2074.24,-673.298 2080.09,-669.45\"/>\r\n",
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       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2256.5,-655.5C2256.5,-655.5 2143.5,-655.5 2143.5,-655.5 2137.5,-655.5 2131.5,-649.5 2131.5,-643.5 2131.5,-643.5 2131.5,-599.5 2131.5,-599.5 2131.5,-593.5 2137.5,-587.5 2143.5,-587.5 2143.5,-587.5 2256.5,-587.5 2256.5,-587.5 2262.5,-587.5 2268.5,-593.5 2268.5,-599.5 2268.5,-599.5 2268.5,-643.5 2268.5,-643.5 2268.5,-649.5 2262.5,-655.5 2256.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2158\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2156.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 36</text>\r\n",
       "<text text-anchor=\"start\" x=\"2139.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 36, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2164\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;84 -->\r\n",
       "<g id=\"edge84\" class=\"edge\"><title>78&#45;&gt;84</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2149.06,-698.907C2156.57,-687.652 2164.72,-675.418 2172.26,-664.106\"/>\r\n",
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       "<!-- 80 -->\r\n",
       "<g id=\"node81\" class=\"node\"><title>80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2020,-544C2020,-544 1916,-544 1916,-544 1910,-544 1904,-538 1904,-532 1904,-532 1904,-473 1904,-473 1904,-467 1910,-461 1916,-461 1916,-461 2020,-461 2020,-461 2026,-461 2032,-467 2032,-473 2032,-473 2032,-532 2032,-532 2032,-538 2026,-544 2020,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1924\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1926\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1928.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1912\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 79&#45;&gt;80 -->\r\n",
       "<g id=\"edge80\" class=\"edge\"><title>79&#45;&gt;80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2018.29,-579.907C2012.49,-571.105 2006.3,-561.703 2000.32,-552.612\"/>\r\n",
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       "<!-- 83 -->\r\n",
       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2166,-536.5C2166,-536.5 2062,-536.5 2062,-536.5 2056,-536.5 2050,-530.5 2050,-524.5 2050,-524.5 2050,-480.5 2050,-480.5 2050,-474.5 2056,-468.5 2062,-468.5 2062,-468.5 2166,-468.5 2166,-468.5 2172,-468.5 2178,-474.5 2178,-480.5 2178,-480.5 2178,-524.5 2178,-524.5 2178,-530.5 2172,-536.5 2166,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2072\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2074.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2058\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2078\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 79&#45;&gt;83 -->\r\n",
       "<g id=\"edge83\" class=\"edge\"><title>79&#45;&gt;83</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2068.94,-579.907C2075.51,-568.763 2082.65,-556.658 2089.27,-545.439\"/>\r\n",
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       "<!-- 81 -->\r\n",
       "<g id=\"node82\" class=\"node\"><title>81</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M1985,-417.5C1985,-417.5 1881,-417.5 1881,-417.5 1875,-417.5 1869,-411.5 1869,-405.5 1869,-405.5 1869,-361.5 1869,-361.5 1869,-355.5 1875,-349.5 1881,-349.5 1881,-349.5 1985,-349.5 1985,-349.5 1991,-349.5 1997,-355.5 1997,-361.5 1997,-361.5 1997,-405.5 1997,-405.5 1997,-411.5 1991,-417.5 1985,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1891\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1893.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1877\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1897\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;81 -->\r\n",
       "<g id=\"edge81\" class=\"edge\"><title>80&#45;&gt;81</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1955.86,-460.907C1952.62,-450.094 1949.12,-438.376 1945.85,-427.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1949.14,-426.244 1942.92,-417.667 1942.43,-428.251 1949.14,-426.244\"/>\r\n",
       "</g>\r\n",
       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2131,-417.5C2131,-417.5 2027,-417.5 2027,-417.5 2021,-417.5 2015,-411.5 2015,-405.5 2015,-405.5 2015,-361.5 2015,-361.5 2015,-355.5 2021,-349.5 2027,-349.5 2027,-349.5 2131,-349.5 2131,-349.5 2137,-349.5 2143,-355.5 2143,-361.5 2143,-361.5 2143,-405.5 2143,-405.5 2143,-411.5 2137,-417.5 2131,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2037\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2039.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2023\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2035.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;82 -->\r\n",
       "<g id=\"edge82\" class=\"edge\"><title>80&#45;&gt;82</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2006.51,-460.907C2017.5,-449.321 2029.48,-436.698 2040.47,-425.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2043.19,-427.331 2047.53,-417.667 2038.11,-422.513 2043.19,-427.331\"/>\r\n",
       "</g>\r\n",
       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.956863\" stroke=\"black\" d=\"M2446.5,-663C2446.5,-663 2333.5,-663 2333.5,-663 2327.5,-663 2321.5,-657 2321.5,-651 2321.5,-651 2321.5,-592 2321.5,-592 2321.5,-586 2327.5,-580 2333.5,-580 2333.5,-580 2446.5,-580 2446.5,-580 2452.5,-580 2458.5,-586 2458.5,-592 2458.5,-592 2458.5,-651 2458.5,-651 2458.5,-657 2452.5,-663 2446.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2353.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2344\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.25</text>\r\n",
       "<text text-anchor=\"start\" x=\"2346.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"2329.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 23, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2354\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 85&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>85&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2390,-698.907C2390,-690.649 2390,-681.864 2390,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2393.5,-673.021 2390,-663.021 2386.5,-673.021 2393.5,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.215686\" stroke=\"black\" d=\"M2643.5,-663C2643.5,-663 2522.5,-663 2522.5,-663 2516.5,-663 2510.5,-657 2510.5,-651 2510.5,-651 2510.5,-592 2510.5,-592 2510.5,-586 2516.5,-580 2522.5,-580 2522.5,-580 2643.5,-580 2643.5,-580 2649.5,-580 2655.5,-586 2655.5,-592 2655.5,-592 2655.5,-651 2655.5,-651 2655.5,-657 2649.5,-663 2643.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2539\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2533\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.196</text>\r\n",
       "<text text-anchor=\"start\" x=\"2539.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"2518.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 10, 13, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 85&#45;&gt;93 -->\r\n",
       "<g id=\"edge93\" class=\"edge\"><title>85&#45;&gt;93</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2456.96,-698.907C2473.28,-689.016 2490.84,-678.368 2507.53,-668.254\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2509.42,-671.198 2516.16,-663.021 2505.79,-665.212 2509.42,-671.198\"/>\r\n",
       "</g>\r\n",
       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.800000\" stroke=\"black\" d=\"M2329,-544C2329,-544 2225,-544 2225,-544 2219,-544 2213,-538 2213,-532 2213,-532 2213,-473 2213,-473 2213,-467 2219,-461 2225,-461 2225,-461 2329,-461 2329,-461 2335,-461 2341,-467 2341,-473 2341,-473 2341,-532 2341,-532 2341,-538 2335,-544 2329,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2233\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2231\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.65</text>\r\n",
       "<text text-anchor=\"start\" x=\"2237.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2221\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 5, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2241\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>86&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2350.8,-579.907C2341.94,-570.742 2332.46,-560.927 2323.35,-551.489\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2325.6,-548.782 2316.14,-544.021 2320.57,-553.645 2325.6,-548.782\"/>\r\n",
       "</g>\r\n",
       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2484.5,-536.5C2484.5,-536.5 2371.5,-536.5 2371.5,-536.5 2365.5,-536.5 2359.5,-530.5 2359.5,-524.5 2359.5,-524.5 2359.5,-480.5 2359.5,-480.5 2359.5,-474.5 2365.5,-468.5 2371.5,-468.5 2371.5,-468.5 2484.5,-468.5 2484.5,-468.5 2490.5,-468.5 2496.5,-474.5 2496.5,-480.5 2496.5,-480.5 2496.5,-524.5 2496.5,-524.5 2496.5,-530.5 2490.5,-536.5 2484.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2386\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2384.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"2367.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 18, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2392\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;92 -->\r\n",
       "<g id=\"edge92\" class=\"edge\"><title>86&#45;&gt;92</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2403.18,-579.907C2406.7,-569.094 2410.5,-557.376 2414.05,-546.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2417.47,-547.259 2417.23,-536.667 2410.81,-545.097 2417.47,-547.259\"/>\r\n",
       "</g>\r\n",
       "<!-- 88 -->\r\n",
       "<g id=\"node89\" class=\"node\"><title>88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2277,-425C2277,-425 2173,-425 2173,-425 2167,-425 2161,-419 2161,-413 2161,-413 2161,-354 2161,-354 2161,-348 2167,-342 2173,-342 2173,-342 2277,-342 2277,-342 2283,-342 2289,-348 2289,-354 2289,-354 2289,-413 2289,-413 2289,-419 2283,-425 2277,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2181\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2183\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2185.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2169\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2181.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 87&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>87&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2258.96,-460.907C2255.13,-452.286 2251.04,-443.09 2247.08,-434.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2250.27,-432.737 2243.01,-425.021 2243.87,-435.58 2250.27,-432.737\"/>\r\n",
       "</g>\r\n",
       "<!-- 91 -->\r\n",
       "<g id=\"node92\" class=\"node\"><title>91</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2423,-417.5C2423,-417.5 2319,-417.5 2319,-417.5 2313,-417.5 2307,-411.5 2307,-405.5 2307,-405.5 2307,-361.5 2307,-361.5 2307,-355.5 2313,-349.5 2319,-349.5 2319,-349.5 2423,-349.5 2423,-349.5 2429,-349.5 2435,-355.5 2435,-361.5 2435,-361.5 2435,-405.5 2435,-405.5 2435,-411.5 2429,-417.5 2423,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2329\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2331.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2315\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2335\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 87&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>87&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2309.61,-460.907C2318.74,-449.542 2328.68,-437.178 2337.84,-425.774\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2340.82,-427.655 2344.35,-417.667 2335.36,-423.271 2340.82,-427.655\"/>\r\n",
       "</g>\r\n",
       "<!-- 89 -->\r\n",
       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2131,-298.5C2131,-298.5 2027,-298.5 2027,-298.5 2021,-298.5 2015,-292.5 2015,-286.5 2015,-286.5 2015,-242.5 2015,-242.5 2015,-236.5 2021,-230.5 2027,-230.5 2027,-230.5 2131,-230.5 2131,-230.5 2137,-230.5 2143,-236.5 2143,-242.5 2143,-242.5 2143,-286.5 2143,-286.5 2143,-292.5 2137,-298.5 2131,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2037\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2039.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2023\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2043\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>88&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2174.35,-341.907C2159.47,-329.99 2143.23,-316.976 2128.44,-305.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2130.38,-302.189 2120.39,-298.667 2126,-307.652 2130.38,-302.189\"/>\r\n",
       "</g>\r\n",
       "<!-- 90 -->\r\n",
       "<g id=\"node91\" class=\"node\"><title>90</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2277,-298.5C2277,-298.5 2173,-298.5 2173,-298.5 2167,-298.5 2161,-292.5 2161,-286.5 2161,-286.5 2161,-242.5 2161,-242.5 2161,-236.5 2167,-230.5 2173,-230.5 2173,-230.5 2277,-230.5 2277,-230.5 2283,-230.5 2289,-236.5 2289,-242.5 2289,-242.5 2289,-286.5 2289,-286.5 2289,-292.5 2283,-298.5 2277,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2183\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2185.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2169\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2181.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>88&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2225,-341.907C2225,-331.204 2225,-319.615 2225,-308.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2228.5,-308.667 2225,-298.667 2221.5,-308.667 2228.5,-308.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 94 -->\r\n",
       "<g id=\"node95\" class=\"node\"><title>94</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M2635,-544C2635,-544 2531,-544 2531,-544 2525,-544 2519,-538 2519,-532 2519,-532 2519,-473 2519,-473 2519,-467 2525,-461 2531,-461 2531,-461 2635,-461 2635,-461 2641,-461 2647,-467 2647,-473 2647,-473 2647,-532 2647,-532 2647,-538 2641,-544 2635,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2546.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2533\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.544</text>\r\n",
       "<text text-anchor=\"start\" x=\"2543.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2527\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2547\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 93&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>93&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2583,-579.907C2583,-571.649 2583,-562.864 2583,-554.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2586.5,-554.021 2583,-544.021 2579.5,-554.021 2586.5,-554.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.768627\" stroke=\"black\" d=\"M2829.5,-544C2829.5,-544 2716.5,-544 2716.5,-544 2710.5,-544 2704.5,-538 2704.5,-532 2704.5,-532 2704.5,-473 2704.5,-473 2704.5,-467 2710.5,-461 2716.5,-461 2716.5,-461 2829.5,-461 2829.5,-461 2835.5,-461 2841.5,-467 2841.5,-473 2841.5,-473 2841.5,-532 2841.5,-532 2841.5,-538 2835.5,-544 2829.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2729\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2723\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.696</text>\r\n",
       "<text text-anchor=\"start\" x=\"2729.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"2712.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 13, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2728.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 93&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>93&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2648.92,-579.907C2664.84,-570.106 2681.96,-559.563 2698.25,-549.533\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2700.52,-552.245 2707.2,-544.021 2696.85,-546.284 2700.52,-552.245\"/>\r\n",
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       "<!-- 95 -->\r\n",
       "<g id=\"node96\" class=\"node\"><title>95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2569,-425C2569,-425 2465,-425 2465,-425 2459,-425 2453,-419 2453,-413 2453,-413 2453,-354 2453,-354 2453,-348 2459,-342 2465,-342 2465,-342 2569,-342 2569,-342 2575,-342 2581,-348 2581,-354 2581,-354 2581,-413 2581,-413 2581,-419 2575,-425 2569,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2473\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2475\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2477.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2461\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2473.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>94&#45;&gt;95</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"2547.82,-432.011 2539.86,-425.021 2541.72,-435.45 2547.82,-432.011\"/>\r\n",
       "</g>\r\n",
       "<!-- 98 -->\r\n",
       "<g id=\"node99\" class=\"node\"><title>98</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2715,-417.5C2715,-417.5 2611,-417.5 2611,-417.5 2605,-417.5 2599,-411.5 2599,-405.5 2599,-405.5 2599,-361.5 2599,-361.5 2599,-355.5 2605,-349.5 2611,-349.5 2611,-349.5 2715,-349.5 2715,-349.5 2721,-349.5 2727,-355.5 2727,-361.5 2727,-361.5 2727,-405.5 2727,-405.5 2727,-411.5 2721,-417.5 2715,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2621\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2623.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2607\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2627\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;98 -->\r\n",
       "<g id=\"edge98\" class=\"edge\"><title>94&#45;&gt;98</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2610.76,-460.907C2618.45,-449.652 2626.82,-437.418 2634.55,-426.106\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2637.57,-427.897 2640.32,-417.667 2631.79,-423.946 2637.57,-427.897\"/>\r\n",
       "</g>\r\n",
       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2439,-298.5C2439,-298.5 2335,-298.5 2335,-298.5 2329,-298.5 2323,-292.5 2323,-286.5 2323,-286.5 2323,-242.5 2323,-242.5 2323,-236.5 2329,-230.5 2335,-230.5 2335,-230.5 2439,-230.5 2439,-230.5 2445,-230.5 2451,-236.5 2451,-242.5 2451,-242.5 2451,-286.5 2451,-286.5 2451,-292.5 2445,-298.5 2439,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2345\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2347.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2331\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2351\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>95&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2471.9,-341.907C2458.78,-330.101 2444.46,-317.217 2431.39,-305.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2433.63,-302.755 2423.85,-298.667 2428.94,-307.958 2433.63,-302.755\"/>\r\n",
       "</g>\r\n",
       "<!-- 97 -->\r\n",
       "<g id=\"node98\" class=\"node\"><title>97</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2585,-298.5C2585,-298.5 2481,-298.5 2481,-298.5 2475,-298.5 2469,-292.5 2469,-286.5 2469,-286.5 2469,-242.5 2469,-242.5 2469,-236.5 2475,-230.5 2481,-230.5 2481,-230.5 2585,-230.5 2585,-230.5 2591,-230.5 2597,-236.5 2597,-242.5 2597,-242.5 2597,-286.5 2597,-286.5 2597,-292.5 2591,-298.5 2585,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2491\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2493.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2477\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2489.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>95&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2522.55,-341.907C2524.01,-331.204 2525.6,-319.615 2527.08,-308.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2530.58,-309.049 2528.46,-298.667 2523.64,-308.1 2530.58,-309.049\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M2861,-425C2861,-425 2757,-425 2757,-425 2751,-425 2745,-419 2745,-413 2745,-413 2745,-354 2745,-354 2745,-348 2751,-342 2757,-342 2757,-342 2861,-342 2861,-342 2867,-342 2873,-348 2873,-354 2873,-354 2873,-413 2873,-413 2873,-419 2867,-425 2861,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2772.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2759\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"2769.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2753\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2764.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 99&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>99&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2785.49,-460.907C2788.09,-452.468 2790.85,-443.477 2793.54,-434.738\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2796.94,-435.608 2796.53,-425.021 2790.25,-433.549 2796.94,-435.608\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3007,-417.5C3007,-417.5 2903,-417.5 2903,-417.5 2897,-417.5 2891,-411.5 2891,-405.5 2891,-405.5 2891,-361.5 2891,-361.5 2891,-355.5 2897,-349.5 2903,-349.5 2903,-349.5 3007,-349.5 3007,-349.5 3013,-349.5 3019,-355.5 3019,-361.5 3019,-361.5 3019,-405.5 3019,-405.5 3019,-411.5 3013,-417.5 3007,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2913\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2915.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2899\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 8, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2910.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 99&#45;&gt;107 -->\r\n",
       "<g id=\"edge107\" class=\"edge\"><title>99&#45;&gt;107</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2836.14,-460.907C2855.2,-448.659 2876.05,-435.252 2894.9,-423.135\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2896.89,-426.019 2903.41,-417.667 2893.1,-420.13 2896.89,-426.019\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M2763,-306C2763,-306 2659,-306 2659,-306 2653,-306 2647,-300 2647,-294 2647,-294 2647,-235 2647,-235 2647,-229 2653,-223 2659,-223 2659,-223 2763,-223 2763,-223 2769,-223 2775,-229 2775,-235 2775,-235 2775,-294 2775,-294 2775,-300 2769,-306 2763,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2667\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2661\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"2671.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2655\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2675\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>100&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2775,-341.907C2767.4,-332.832 2759.26,-323.121 2751.43,-313.769\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2754.04,-311.439 2744.94,-306.021 2748.68,-315.934 2754.04,-311.439\"/>\r\n",
       "</g>\r\n",
       "<!-- 106 -->\r\n",
       "<g id=\"node107\" class=\"node\"><title>106</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2909,-298.5C2909,-298.5 2805,-298.5 2805,-298.5 2799,-298.5 2793,-292.5 2793,-286.5 2793,-286.5 2793,-242.5 2793,-242.5 2793,-236.5 2799,-230.5 2805,-230.5 2805,-230.5 2909,-230.5 2909,-230.5 2915,-230.5 2921,-236.5 2921,-242.5 2921,-242.5 2921,-286.5 2921,-286.5 2921,-292.5 2915,-298.5 2909,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2815\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2817.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2801\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2812.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;106 -->\r\n",
       "<g id=\"edge106\" class=\"edge\"><title>100&#45;&gt;106</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2825.65,-341.907C2830.14,-330.983 2835,-319.137 2839.52,-308.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2842.84,-309.247 2843.39,-298.667 2836.36,-306.59 2842.84,-309.247\"/>\r\n",
       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2760,-179.5C2760,-179.5 2656,-179.5 2656,-179.5 2650,-179.5 2644,-173.5 2644,-167.5 2644,-167.5 2644,-123.5 2644,-123.5 2644,-117.5 2650,-111.5 2656,-111.5 2656,-111.5 2760,-111.5 2760,-111.5 2766,-111.5 2772,-117.5 2772,-123.5 2772,-123.5 2772,-167.5 2772,-167.5 2772,-173.5 2766,-179.5 2760,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2666\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2668.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2652\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2672\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>101&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2709.96,-222.907C2709.68,-212.204 2709.39,-200.615 2709.11,-189.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2712.61,-189.574 2708.85,-179.667 2705.61,-189.753 2712.61,-189.574\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2906,-187C2906,-187 2802,-187 2802,-187 2796,-187 2790,-181 2790,-175 2790,-175 2790,-116 2790,-116 2790,-110 2796,-104 2802,-104 2802,-104 2906,-104 2906,-104 2912,-104 2918,-110 2918,-116 2918,-116 2918,-175 2918,-175 2918,-181 2912,-187 2906,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2817.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2812\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2814.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2798\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2818\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>101&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2760.61,-222.907C2772.26,-213.379 2784.76,-203.148 2796.71,-193.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2798.95,-196.062 2804.47,-187.021 2794.52,-190.644 2798.95,-196.062\"/>\r\n",
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       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2760,-68C2760,-68 2656,-68 2656,-68 2650,-68 2644,-62 2644,-56 2644,-56 2644,-12 2644,-12 2644,-6 2650,-0 2656,-0 2656,-0 2760,-0 2760,-0 2766,-0 2772,-6 2772,-12 2772,-12 2772,-56 2772,-56 2772,-62 2766,-68 2760,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2666\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2668.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2652\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2672\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;104 -->\r\n",
       "<g id=\"edge104\" class=\"edge\"><title>103&#45;&gt;104</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2799.63,-103.726C2786.87,-94.1494 2773.28,-83.9611 2760.59,-74.4438\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2762.5,-71.4996 2752.4,-68.2996 2758.3,-77.0996 2762.5,-71.4996\"/>\r\n",
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       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2906,-68C2906,-68 2802,-68 2802,-68 2796,-68 2790,-62 2790,-56 2790,-56 2790,-12 2790,-12 2790,-6 2796,-0 2802,-0 2802,-0 2906,-0 2906,-0 2912,-0 2918,-6 2918,-12 2918,-12 2918,-56 2918,-56 2918,-62 2912,-68 2906,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2812\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2814.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2798\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2809.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;105 -->\r\n",
       "<g id=\"edge105\" class=\"edge\"><title>103&#45;&gt;105</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2854,-103.726C2854,-95.5175 2854,-86.8595 2854,-78.56\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2857.5,-78.2996 2854,-68.2996 2850.5,-78.2996 2857.5,-78.2996\"/>\r\n",
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       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.247059\" stroke=\"black\" d=\"M3354.5,-901C3354.5,-901 3233.5,-901 3233.5,-901 3227.5,-901 3221.5,-895 3221.5,-889 3221.5,-889 3221.5,-830 3221.5,-830 3221.5,-824 3227.5,-818 3233.5,-818 3233.5,-818 3354.5,-818 3354.5,-818 3360.5,-818 3366.5,-824 3366.5,-830 3366.5,-830 3366.5,-889 3366.5,-889 3366.5,-895 3360.5,-901 3354.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3250\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3244\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.192</text>\r\n",
       "<text text-anchor=\"start\" x=\"3250.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"3229.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 53, 0, 39]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3258\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;109 -->\r\n",
       "<g id=\"edge109\" class=\"edge\"><title>108&#45;&gt;109</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3294,-936.907C3294,-928.649 3294,-919.864 3294,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3297.5,-911.021 3294,-901.021 3290.5,-911.021 3297.5,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 136 -->\r\n",
       "<g id=\"node137\" class=\"node\"><title>136</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.333333\" stroke=\"black\" d=\"M4119.5,-901C4119.5,-901 3990.5,-901 3990.5,-901 3984.5,-901 3978.5,-895 3978.5,-889 3978.5,-889 3978.5,-830 3978.5,-830 3978.5,-824 3984.5,-818 3990.5,-818 3990.5,-818 4119.5,-818 4119.5,-818 4125.5,-818 4131.5,-824 4131.5,-830 4131.5,-830 4131.5,-889 4131.5,-889 4131.5,-895 4125.5,-901 4119.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4011\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4005\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.534</text>\r\n",
       "<text text-anchor=\"start\" x=\"4011.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"3986.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 10, 52, 30]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4010.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;136 -->\r\n",
       "<g id=\"edge136\" class=\"edge\"><title>108&#45;&gt;136</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3370.8,-965.692C3513.48,-943.756 3818.5,-896.86 3968.32,-873.826\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3969.05,-877.256 3978.4,-872.277 3967.99,-870.337 3969.05,-877.256\"/>\r\n",
       "</g>\r\n",
       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M3271.5,-782C3271.5,-782 3158.5,-782 3158.5,-782 3152.5,-782 3146.5,-776 3146.5,-770 3146.5,-770 3146.5,-711 3146.5,-711 3146.5,-705 3152.5,-699 3158.5,-699 3158.5,-699 3271.5,-699 3271.5,-699 3277.5,-699 3283.5,-705 3283.5,-711 3283.5,-711 3283.5,-770 3283.5,-770 3283.5,-776 3277.5,-782 3271.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3178.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3165\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.544</text>\r\n",
       "<text text-anchor=\"start\" x=\"3171.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3154.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 28, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3179\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;110 -->\r\n",
       "<g id=\"edge110\" class=\"edge\"><title>109&#45;&gt;110</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3266.59,-817.907C3260.59,-809.014 3254.17,-799.509 3247.97,-790.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3250.86,-788.35 3242.36,-782.021 3245.06,-792.267 3250.86,-788.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 115 -->\r\n",
       "<g id=\"node116\" class=\"node\"><title>115</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.360784\" stroke=\"black\" d=\"M3434.5,-782C3434.5,-782 3313.5,-782 3313.5,-782 3307.5,-782 3301.5,-776 3301.5,-770 3301.5,-770 3301.5,-711 3301.5,-711 3301.5,-705 3307.5,-699 3313.5,-699 3313.5,-699 3434.5,-699 3434.5,-699 3440.5,-699 3446.5,-705 3446.5,-711 3446.5,-711 3446.5,-770 3446.5,-770 3446.5,-776 3440.5,-782 3434.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3339.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3324\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.965</text>\r\n",
       "<text text-anchor=\"start\" x=\"3330.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"3309.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 25, 0, 39]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3333\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;115 -->\r\n",
       "<g id=\"edge115\" class=\"edge\"><title>109&#45;&gt;115</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3321.76,-817.907C3327.84,-809.014 3334.34,-799.509 3340.61,-790.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3343.54,-792.251 3346.29,-782.021 3337.76,-788.3 3343.54,-792.251\"/>\r\n",
       "</g>\r\n",
       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3116,-663C3116,-663 3012,-663 3012,-663 3006,-663 3000,-657 3000,-651 3000,-651 3000,-592 3000,-592 3000,-586 3006,-580 3012,-580 3012,-580 3116,-580 3116,-580 3122,-580 3128,-586 3128,-592 3128,-592 3128,-651 3128,-651 3128,-657 3122,-663 3116,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3020\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3022\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3024.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3008\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3020.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>110&#45;&gt;111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3162.61,-698.907C3150.31,-689.379 3137.11,-679.148 3124.49,-669.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3126.34,-666.379 3116.3,-663.021 3122.06,-671.912 3126.34,-666.379\"/>\r\n",
       "</g>\r\n",
       "<!-- 114 -->\r\n",
       "<g id=\"node115\" class=\"node\"><title>114</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3271.5,-655.5C3271.5,-655.5 3158.5,-655.5 3158.5,-655.5 3152.5,-655.5 3146.5,-649.5 3146.5,-643.5 3146.5,-643.5 3146.5,-599.5 3146.5,-599.5 3146.5,-593.5 3152.5,-587.5 3158.5,-587.5 3158.5,-587.5 3271.5,-587.5 3271.5,-587.5 3277.5,-587.5 3283.5,-593.5 3283.5,-599.5 3283.5,-599.5 3283.5,-643.5 3283.5,-643.5 3283.5,-649.5 3277.5,-655.5 3271.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3173\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3171.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"3154.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 24, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3179\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;114 -->\r\n",
       "<g id=\"edge114\" class=\"edge\"><title>110&#45;&gt;114</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3215,-698.907C3215,-688.204 3215,-676.615 3215,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3218.5,-665.667 3215,-655.667 3211.5,-665.667 3218.5,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M2976,-536.5C2976,-536.5 2872,-536.5 2872,-536.5 2866,-536.5 2860,-530.5 2860,-524.5 2860,-524.5 2860,-480.5 2860,-480.5 2860,-474.5 2866,-468.5 2872,-468.5 2872,-468.5 2976,-468.5 2976,-468.5 2982,-468.5 2988,-474.5 2988,-480.5 2988,-480.5 2988,-524.5 2988,-524.5 2988,-530.5 2982,-536.5 2976,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2882\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2884.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2868\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2888\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;112 -->\r\n",
       "<g id=\"edge112\" class=\"edge\"><title>111&#45;&gt;112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3015.43,-579.907C3001.17,-567.99 2985.59,-554.976 2971.41,-543.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2973.6,-540.394 2963.69,-536.667 2969.12,-545.765 2973.6,-540.394\"/>\r\n",
       "</g>\r\n",
       "<!-- 113 -->\r\n",
       "<g id=\"node114\" class=\"node\"><title>113</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3122,-536.5C3122,-536.5 3018,-536.5 3018,-536.5 3012,-536.5 3006,-530.5 3006,-524.5 3006,-524.5 3006,-480.5 3006,-480.5 3006,-474.5 3012,-468.5 3018,-468.5 3018,-468.5 3122,-468.5 3122,-468.5 3128,-468.5 3134,-474.5 3134,-480.5 3134,-480.5 3134,-524.5 3134,-524.5 3134,-530.5 3128,-536.5 3122,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3028\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3014\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3026.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;113 -->\r\n",
       "<g id=\"edge113\" class=\"edge\"><title>111&#45;&gt;113</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3066.08,-579.907C3066.63,-569.204 3067.22,-557.615 3067.78,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3071.28,-546.833 3068.3,-536.667 3064.29,-546.475 3071.28,-546.833\"/>\r\n",
       "</g>\r\n",
       "<!-- 116 -->\r\n",
       "<g id=\"node117\" class=\"node\"><title>116</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.317647\" stroke=\"black\" d=\"M3434.5,-663C3434.5,-663 3313.5,-663 3313.5,-663 3307.5,-663 3301.5,-657 3301.5,-651 3301.5,-651 3301.5,-592 3301.5,-592 3301.5,-586 3307.5,-580 3313.5,-580 3313.5,-580 3434.5,-580 3434.5,-580 3440.5,-580 3446.5,-586 3446.5,-592 3446.5,-592 3446.5,-651 3446.5,-651 3446.5,-657 3440.5,-663 3434.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3334.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3324\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.974</text>\r\n",
       "<text text-anchor=\"start\" x=\"3330.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3309.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 19, 0, 13]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3338\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>115&#45;&gt;116</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3374,-698.907C3374,-690.649 3374,-681.864 3374,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3377.5,-673.021 3374,-663.021 3370.5,-673.021 3377.5,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 127 -->\r\n",
       "<g id=\"node128\" class=\"node\"><title>127</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.768627\" stroke=\"black\" d=\"M3589.5,-663C3589.5,-663 3476.5,-663 3476.5,-663 3470.5,-663 3464.5,-657 3464.5,-651 3464.5,-651 3464.5,-592 3464.5,-592 3464.5,-586 3470.5,-580 3476.5,-580 3476.5,-580 3589.5,-580 3589.5,-580 3595.5,-580 3601.5,-586 3601.5,-592 3601.5,-592 3601.5,-651 3601.5,-651 3601.5,-657 3595.5,-663 3589.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3489\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3483\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.696</text>\r\n",
       "<text text-anchor=\"start\" x=\"3489.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3472.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 26]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3492\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;127 -->\r\n",
       "<g id=\"edge127\" class=\"edge\"><title>115&#45;&gt;127</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3429.16,-698.907C3442.24,-689.288 3456.28,-678.953 3469.68,-669.09\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3471.95,-671.767 3477.93,-663.021 3467.8,-666.129 3471.95,-671.767\"/>\r\n",
       "</g>\r\n",
       "<!-- 117 -->\r\n",
       "<g id=\"node118\" class=\"node\"><title>117</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3277.5,-536.5C3277.5,-536.5 3164.5,-536.5 3164.5,-536.5 3158.5,-536.5 3152.5,-530.5 3152.5,-524.5 3152.5,-524.5 3152.5,-480.5 3152.5,-480.5 3152.5,-474.5 3158.5,-468.5 3164.5,-468.5 3164.5,-468.5 3277.5,-468.5 3277.5,-468.5 3283.5,-468.5 3289.5,-474.5 3289.5,-480.5 3289.5,-480.5 3289.5,-524.5 3289.5,-524.5 3289.5,-530.5 3283.5,-536.5 3277.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3179\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3177.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3160.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3185\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 116&#45;&gt;117 -->\r\n",
       "<g id=\"edge117\" class=\"edge\"><title>116&#45;&gt;117</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3320.92,-579.907C3305.19,-567.88 3288,-554.735 3272.38,-542.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3274.44,-539.961 3264.37,-536.667 3270.19,-545.522 3274.44,-539.961\"/>\r\n",
       "</g>\r\n",
       "<!-- 118 -->\r\n",
       "<g id=\"node119\" class=\"node\"><title>118</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.768627\" stroke=\"black\" d=\"M3432.5,-544C3432.5,-544 3319.5,-544 3319.5,-544 3313.5,-544 3307.5,-538 3307.5,-532 3307.5,-532 3307.5,-473 3307.5,-473 3307.5,-467 3313.5,-461 3319.5,-461 3319.5,-461 3432.5,-461 3432.5,-461 3438.5,-461 3444.5,-467 3444.5,-473 3444.5,-473 3444.5,-532 3444.5,-532 3444.5,-538 3438.5,-544 3432.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3332\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3326\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.696</text>\r\n",
       "<text text-anchor=\"start\" x=\"3332.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3315.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 0, 13]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3335\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 116&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>116&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3374.69,-579.907C3374.84,-571.558 3374.99,-562.671 3375.14,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3378.64,-554.079 3375.31,-544.021 3371.64,-553.959 3378.64,-554.079\"/>\r\n",
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       "<!-- 119 -->\r\n",
       "<g id=\"node120\" class=\"node\"><title>119</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M3284,-425C3284,-425 3180,-425 3180,-425 3174,-425 3168,-419 3168,-413 3168,-413 3168,-354 3168,-354 3168,-348 3174,-342 3180,-342 3180,-342 3284,-342 3284,-342 3290,-342 3296,-348 3296,-354 3296,-354 3296,-413 3296,-413 3296,-419 3290,-425 3284,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3195.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3182\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"3192.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3176\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 0, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3191\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 118&#45;&gt;119 -->\r\n",
       "<g id=\"edge119\" class=\"edge\"><title>118&#45;&gt;119</title>\r\n",
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       "<!-- 126 -->\r\n",
       "<g id=\"node127\" class=\"node\"><title>126</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3430,-417.5C3430,-417.5 3326,-417.5 3326,-417.5 3320,-417.5 3314,-411.5 3314,-405.5 3314,-405.5 3314,-361.5 3314,-361.5 3314,-355.5 3320,-349.5 3326,-349.5 3326,-349.5 3430,-349.5 3430,-349.5 3436,-349.5 3442,-355.5 3442,-361.5 3442,-361.5 3442,-405.5 3442,-405.5 3442,-411.5 3436,-417.5 3430,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3336\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3338.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3322\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 8]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3337\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 118&#45;&gt;126 -->\r\n",
       "<g id=\"edge126\" class=\"edge\"><title>118&#45;&gt;126</title>\r\n",
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       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M3174,-306C3174,-306 3070,-306 3070,-306 3064,-306 3058,-300 3058,-294 3058,-294 3058,-235 3058,-235 3058,-229 3064,-223 3070,-223 3070,-223 3174,-223 3174,-223 3180,-223 3186,-229 3186,-235 3186,-235 3186,-294 3186,-294 3186,-300 3180,-306 3174,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3078\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3072\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"3082.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3066\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3086\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
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       "<!-- 119&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>119&#45;&gt;120</title>\r\n",
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       "<!-- 125 -->\r\n",
       "<g id=\"node126\" class=\"node\"><title>125</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3320,-298.5C3320,-298.5 3216,-298.5 3216,-298.5 3210,-298.5 3204,-292.5 3204,-286.5 3204,-286.5 3204,-242.5 3204,-242.5 3204,-236.5 3210,-230.5 3216,-230.5 3216,-230.5 3320,-230.5 3320,-230.5 3326,-230.5 3332,-236.5 3332,-242.5 3332,-242.5 3332,-286.5 3332,-286.5 3332,-292.5 3326,-298.5 3320,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3226\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3228.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3212\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3227\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 119&#45;&gt;125 -->\r\n",
       "<g id=\"edge125\" class=\"edge\"><title>119&#45;&gt;125</title>\r\n",
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       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3084,-179.5C3084,-179.5 2980,-179.5 2980,-179.5 2974,-179.5 2968,-173.5 2968,-167.5 2968,-167.5 2968,-123.5 2968,-123.5 2968,-117.5 2974,-111.5 2980,-111.5 2980,-111.5 3084,-111.5 3084,-111.5 3090,-111.5 3096,-117.5 3096,-123.5 3096,-123.5 3096,-167.5 3096,-167.5 3096,-173.5 3090,-179.5 3084,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2990\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2992.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2976\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2996\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>120&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3090.77,-222.907C3082.03,-211.542 3072.52,-199.178 3063.75,-187.774\"/>\r\n",
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       "</g>\r\n",
       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3230,-187C3230,-187 3126,-187 3126,-187 3120,-187 3114,-181 3114,-175 3114,-175 3114,-116 3114,-116 3114,-110 3120,-104 3126,-104 3126,-104 3230,-104 3230,-104 3236,-104 3242,-110 3242,-116 3242,-116 3242,-175 3242,-175 3242,-181 3236,-187 3230,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3141.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3136\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3138.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3122\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3142\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;122 -->\r\n",
       "<g id=\"edge122\" class=\"edge\"><title>120&#45;&gt;122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3141.43,-222.907C3145.56,-214.286 3149.96,-205.09 3154.22,-196.175\"/>\r\n",
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       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3157,-68C3157,-68 3053,-68 3053,-68 3047,-68 3041,-62 3041,-56 3041,-56 3041,-12 3041,-12 3041,-6 3047,-0 3053,-0 3053,-0 3157,-0 3157,-0 3163,-0 3169,-6 3169,-12 3169,-12 3169,-56 3169,-56 3169,-62 3163,-68 3157,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3063\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3065.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3049\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3069\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;123 -->\r\n",
       "<g id=\"edge123\" class=\"edge\"><title>122&#45;&gt;123</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"3135.66,-74.6787 3127.2,-68.2996 3129.83,-78.5616 3135.66,-74.6787\"/>\r\n",
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       "<!-- 124 -->\r\n",
       "<g id=\"node125\" class=\"node\"><title>124</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3303,-68C3303,-68 3199,-68 3199,-68 3193,-68 3187,-62 3187,-56 3187,-56 3187,-12 3187,-12 3187,-6 3193,-0 3199,-0 3199,-0 3303,-0 3303,-0 3309,-0 3315,-6 3315,-12 3315,-12 3315,-56 3315,-56 3315,-62 3309,-68 3303,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3209\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3211.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3195\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3210\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;124 -->\r\n",
       "<g id=\"edge124\" class=\"edge\"><title>122&#45;&gt;124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3205.18,-103.726C3211.08,-94.879 3217.33,-85.51 3223.25,-76.6303\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3226.17,-78.5616 3228.8,-68.2996 3220.34,-74.6787 3226.17,-78.5616\"/>\r\n",
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       "<!-- 128 -->\r\n",
       "<g id=\"node129\" class=\"node\"><title>128</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M3587.5,-544C3587.5,-544 3474.5,-544 3474.5,-544 3468.5,-544 3462.5,-538 3462.5,-532 3462.5,-532 3462.5,-473 3462.5,-473 3462.5,-467 3468.5,-461 3474.5,-461 3474.5,-461 3587.5,-461 3587.5,-461 3593.5,-461 3599.5,-467 3599.5,-473 3599.5,-473 3599.5,-532 3599.5,-532 3599.5,-538 3593.5,-544 3587.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3494.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3481\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.954</text>\r\n",
       "<text text-anchor=\"start\" x=\"3487.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3470.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3490\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 127&#45;&gt;128 -->\r\n",
       "<g id=\"edge128\" class=\"edge\"><title>127&#45;&gt;128</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3532.31,-579.907C3532.16,-571.558 3532.01,-562.671 3531.86,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3535.36,-553.959 3531.69,-544.021 3528.36,-554.079 3535.36,-553.959\"/>\r\n",
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       "<!-- 135 -->\r\n",
       "<g id=\"node136\" class=\"node\"><title>135</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3742.5,-536.5C3742.5,-536.5 3629.5,-536.5 3629.5,-536.5 3623.5,-536.5 3617.5,-530.5 3617.5,-524.5 3617.5,-524.5 3617.5,-480.5 3617.5,-480.5 3617.5,-474.5 3623.5,-468.5 3629.5,-468.5 3629.5,-468.5 3742.5,-468.5 3742.5,-468.5 3748.5,-468.5 3754.5,-474.5 3754.5,-480.5 3754.5,-480.5 3754.5,-524.5 3754.5,-524.5 3754.5,-530.5 3748.5,-536.5 3742.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3644\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3642.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3625.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 16]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3645\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 127&#45;&gt;135 -->\r\n",
       "<g id=\"edge135\" class=\"edge\"><title>127&#45;&gt;135</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3586.08,-579.907C3601.81,-567.88 3619,-554.735 3634.62,-542.791\"/>\r\n",
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       "<g id=\"node130\" class=\"node\"><title>129</title>\r\n",
       "<path fill=\"#47e539\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M3580,-425C3580,-425 3476,-425 3476,-425 3470,-425 3464,-419 3464,-413 3464,-413 3464,-354 3464,-354 3464,-348 3470,-342 3476,-342 3476,-342 3580,-342 3580,-342 3586,-342 3592,-348 3592,-354 3592,-354 3592,-413 3592,-413 3592,-419 3586,-425 3580,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3491.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3478\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"3488.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3472\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3492\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
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       "<!-- 128&#45;&gt;129 -->\r\n",
       "<g id=\"edge129\" class=\"edge\"><title>128&#45;&gt;129</title>\r\n",
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       "<!-- 134 -->\r\n",
       "<g id=\"node135\" class=\"node\"><title>134</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3726,-417.5C3726,-417.5 3622,-417.5 3622,-417.5 3616,-417.5 3610,-411.5 3610,-405.5 3610,-405.5 3610,-361.5 3610,-361.5 3610,-355.5 3616,-349.5 3622,-349.5 3622,-349.5 3726,-349.5 3726,-349.5 3732,-349.5 3738,-355.5 3738,-361.5 3738,-361.5 3738,-405.5 3738,-405.5 3738,-411.5 3732,-417.5 3726,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3632\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3634.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3618\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 8]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3633\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>128&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3580.61,-460.907C3595.18,-448.99 3611.09,-435.976 3625.58,-424.12\"/>\r\n",
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       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3466,-298.5C3466,-298.5 3362,-298.5 3362,-298.5 3356,-298.5 3350,-292.5 3350,-286.5 3350,-286.5 3350,-242.5 3350,-242.5 3350,-236.5 3356,-230.5 3362,-230.5 3362,-230.5 3466,-230.5 3466,-230.5 3472,-230.5 3478,-236.5 3478,-242.5 3478,-242.5 3478,-286.5 3478,-286.5 3478,-292.5 3472,-298.5 3466,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3372\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3374.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3358\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3378\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>129&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3488.45,-341.907C3477.16,-330.321 3464.86,-317.698 3453.57,-306.111\"/>\r\n",
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       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3612,-306C3612,-306 3508,-306 3508,-306 3502,-306 3496,-300 3496,-294 3496,-294 3496,-235 3496,-235 3496,-229 3502,-223 3508,-223 3508,-223 3612,-223 3612,-223 3618,-223 3624,-229 3624,-235 3624,-235 3624,-294 3624,-294 3624,-300 3618,-306 3612,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3516\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3518\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3520.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3504\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3524\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;131 -->\r\n",
       "<g id=\"edge131\" class=\"edge\"><title>129&#45;&gt;131</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3539.1,-341.907C3541.41,-333.468 3543.87,-324.477 3546.26,-315.738\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3549.66,-316.59 3548.92,-306.021 3542.9,-314.743 3549.66,-316.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 132 -->\r\n",
       "<g id=\"node133\" class=\"node\"><title>132</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3539,-179.5C3539,-179.5 3435,-179.5 3435,-179.5 3429,-179.5 3423,-173.5 3423,-167.5 3423,-167.5 3423,-123.5 3423,-123.5 3423,-117.5 3429,-111.5 3435,-111.5 3435,-111.5 3539,-111.5 3539,-111.5 3545,-111.5 3551,-117.5 3551,-123.5 3551,-123.5 3551,-167.5 3551,-167.5 3551,-173.5 3545,-179.5 3539,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3445\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3447.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3431\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3451\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;132 -->\r\n",
       "<g id=\"edge132\" class=\"edge\"><title>131&#45;&gt;132</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3534.67,-222.907C3527.72,-211.763 3520.17,-199.658 3513.17,-188.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3515.96,-186.298 3507.69,-179.667 3510.02,-190.004 3515.96,-186.298\"/>\r\n",
       "</g>\r\n",
       "<!-- 133 -->\r\n",
       "<g id=\"node134\" class=\"node\"><title>133</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3685,-179.5C3685,-179.5 3581,-179.5 3581,-179.5 3575,-179.5 3569,-173.5 3569,-167.5 3569,-167.5 3569,-123.5 3569,-123.5 3569,-117.5 3575,-111.5 3581,-111.5 3581,-111.5 3685,-111.5 3685,-111.5 3691,-111.5 3697,-117.5 3697,-123.5 3697,-123.5 3697,-167.5 3697,-167.5 3697,-173.5 3691,-179.5 3685,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3591\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3593.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3577\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3592\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>131&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3585.33,-222.907C3592.28,-211.763 3599.83,-199.658 3606.83,-188.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3609.98,-190.004 3612.31,-179.667 3604.04,-186.298 3609.98,-190.004\"/>\r\n",
       "</g>\r\n",
       "<!-- 137 -->\r\n",
       "<g id=\"node138\" class=\"node\"><title>137</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.560784\" stroke=\"black\" d=\"M4111.5,-782C4111.5,-782 3998.5,-782 3998.5,-782 3992.5,-782 3986.5,-776 3986.5,-770 3986.5,-770 3986.5,-711 3986.5,-711 3986.5,-705 3992.5,-699 3998.5,-699 3998.5,-699 4111.5,-699 4111.5,-699 4117.5,-699 4123.5,-705 4123.5,-711 4123.5,-711 4123.5,-770 4123.5,-770 4123.5,-776 4117.5,-782 4111.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4018.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4005\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.253</text>\r\n",
       "<text text-anchor=\"start\" x=\"4011.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3994.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 7, 0, 21]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4014\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 136&#45;&gt;137 -->\r\n",
       "<g id=\"edge137\" class=\"edge\"><title>136&#45;&gt;137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4055,-817.907C4055,-809.649 4055,-800.864 4055,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4058.5,-792.021 4055,-782.021 4051.5,-792.021 4058.5,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 150 -->\r\n",
       "<g id=\"node151\" class=\"node\"><title>150</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.780392\" stroke=\"black\" d=\"M4487.5,-782C4487.5,-782 4374.5,-782 4374.5,-782 4368.5,-782 4362.5,-776 4362.5,-770 4362.5,-770 4362.5,-711 4362.5,-711 4362.5,-705 4368.5,-699 4374.5,-699 4374.5,-699 4487.5,-699 4487.5,-699 4493.5,-699 4499.5,-705 4499.5,-711 4499.5,-711 4499.5,-770 4499.5,-770 4499.5,-776 4493.5,-782 4487.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4394.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4381\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.848</text>\r\n",
       "<text text-anchor=\"start\" x=\"4387.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\r\n",
       "<text text-anchor=\"start\" x=\"4370.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 52, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4386.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 136&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>136&#45;&gt;150</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4131.54,-834.682C4195.98,-814.632 4287.76,-786.073 4352.69,-765.869\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4353.96,-769.139 4362.47,-762.826 4351.88,-762.455 4353.96,-769.139\"/>\r\n",
       "</g>\r\n",
       "<!-- 138 -->\r\n",
       "<g id=\"node139\" class=\"node\"><title>138</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.200000\" stroke=\"black\" d=\"M4032,-663C4032,-663 3928,-663 3928,-663 3922,-663 3916,-657 3916,-651 3916,-651 3916,-592 3916,-592 3916,-586 3922,-580 3928,-580 3928,-580 4032,-580 4032,-580 4038,-580 4044,-586 4044,-592 4044,-592 4044,-651 4044,-651 4044,-657 4038,-663 4032,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3936\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3930\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.406</text>\r\n",
       "<text text-anchor=\"start\" x=\"3940.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3924\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1, 0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3936.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;138 -->\r\n",
       "<g id=\"edge138\" class=\"edge\"><title>137&#45;&gt;138</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4028.98,-698.907C4023.34,-690.105 4017.31,-680.703 4011.48,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4014.32,-669.551 4005.97,-663.021 4008.43,-673.328 4014.32,-669.551\"/>\r\n",
       "</g>\r\n",
       "<!-- 145 -->\r\n",
       "<g id=\"node146\" class=\"node\"><title>145</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M4187.5,-663C4187.5,-663 4074.5,-663 4074.5,-663 4068.5,-663 4062.5,-657 4062.5,-651 4062.5,-651 4062.5,-592 4062.5,-592 4062.5,-586 4068.5,-580 4074.5,-580 4074.5,-580 4187.5,-580 4187.5,-580 4193.5,-580 4199.5,-586 4199.5,-592 4199.5,-592 4199.5,-651 4199.5,-651 4199.5,-657 4193.5,-663 4187.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4096.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4081\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"4087.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"4070.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 18]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4090\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>137&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4081.37,-698.907C4087.09,-690.105 4093.19,-680.703 4099.1,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4102.17,-673.313 4104.68,-663.021 4096.3,-669.5 4102.17,-673.313\"/>\r\n",
       "</g>\r\n",
       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M3889,-544C3889,-544 3785,-544 3785,-544 3779,-544 3773,-538 3773,-532 3773,-532 3773,-473 3773,-473 3773,-467 3779,-461 3785,-461 3785,-461 3889,-461 3889,-461 3895,-461 3901,-467 3901,-473 3901,-473 3901,-532 3901,-532 3901,-538 3895,-544 3889,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3797.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3787\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"3797.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3781\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3796\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>138&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3930.39,-579.907C3918.74,-570.379 3906.24,-560.148 3894.29,-550.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3896.48,-547.644 3886.53,-544.021 3892.05,-553.062 3896.48,-547.644\"/>\r\n",
       "</g>\r\n",
       "<!-- 144 -->\r\n",
       "<g id=\"node145\" class=\"node\"><title>144</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4035,-536.5C4035,-536.5 3931,-536.5 3931,-536.5 3925,-536.5 3919,-530.5 3919,-524.5 3919,-524.5 3919,-480.5 3919,-480.5 3919,-474.5 3925,-468.5 3931,-468.5 3931,-468.5 4035,-468.5 4035,-468.5 4041,-468.5 4047,-474.5 4047,-480.5 4047,-480.5 4047,-524.5 4047,-524.5 4047,-530.5 4041,-536.5 4035,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3941\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3943.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3927\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3939.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = unacc</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;144 -->\r\n",
       "<g id=\"edge144\" class=\"edge\"><title>138&#45;&gt;144</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3981.04,-579.907C3981.32,-569.204 3981.61,-557.615 3981.89,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3985.39,-546.753 3982.15,-536.667 3978.39,-546.574 3985.39,-546.753\"/>\r\n",
       "</g>\r\n",
       "<!-- 140 -->\r\n",
       "<g id=\"node141\" class=\"node\"><title>140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3881,-425C3881,-425 3777,-425 3777,-425 3771,-425 3765,-419 3765,-413 3765,-413 3765,-354 3765,-354 3765,-348 3771,-342 3777,-342 3777,-342 3881,-342 3881,-342 3887,-342 3893,-348 3893,-354 3893,-354 3893,-413 3893,-413 3893,-419 3887,-425 3881,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3794.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3787\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3789.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3773\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3793\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 139&#45;&gt;140 -->\r\n",
       "<g id=\"edge140\" class=\"edge\"><title>139&#45;&gt;140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3834.22,-460.907C3833.65,-452.558 3833.05,-443.671 3832.45,-435.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3835.94,-434.759 3831.77,-425.021 3828.96,-435.236 3835.94,-434.759\"/>\r\n",
       "</g>\r\n",
       "<!-- 143 -->\r\n",
       "<g id=\"node144\" class=\"node\"><title>143</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M4027,-417.5C4027,-417.5 3923,-417.5 3923,-417.5 3917,-417.5 3911,-411.5 3911,-405.5 3911,-405.5 3911,-361.5 3911,-361.5 3911,-355.5 3917,-349.5 3923,-349.5 3923,-349.5 4027,-349.5 4027,-349.5 4033,-349.5 4039,-355.5 4039,-361.5 4039,-361.5 4039,-405.5 4039,-405.5 4039,-411.5 4033,-417.5 4027,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3933\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3935.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3919\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3934\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 139&#45;&gt;143 -->\r\n",
       "<g id=\"edge143\" class=\"edge\"><title>139&#45;&gt;143</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3884.88,-460.907C3898.8,-449.101 3914,-436.217 3927.88,-424.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3930.52,-426.803 3935.88,-417.667 3925.99,-421.464 3930.52,-426.803\"/>\r\n",
       "</g>\r\n",
       "<!-- 141 -->\r\n",
       "<g id=\"node142\" class=\"node\"><title>141</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M3808,-298.5C3808,-298.5 3704,-298.5 3704,-298.5 3698,-298.5 3692,-292.5 3692,-286.5 3692,-286.5 3692,-242.5 3692,-242.5 3692,-236.5 3698,-230.5 3704,-230.5 3704,-230.5 3808,-230.5 3808,-230.5 3814,-230.5 3820,-236.5 3820,-242.5 3820,-242.5 3820,-286.5 3820,-286.5 3820,-292.5 3814,-298.5 3808,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3716.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3700\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3720\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;141 -->\r\n",
       "<g id=\"edge141\" class=\"edge\"><title>140&#45;&gt;141</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3803.67,-341.907C3796.72,-330.763 3789.17,-318.658 3782.17,-307.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3784.96,-305.298 3776.69,-298.667 3779.02,-309.004 3784.96,-305.298\"/>\r\n",
       "</g>\r\n",
       "<!-- 142 -->\r\n",
       "<g id=\"node143\" class=\"node\"><title>142</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M3954,-298.5C3954,-298.5 3850,-298.5 3850,-298.5 3844,-298.5 3838,-292.5 3838,-286.5 3838,-286.5 3838,-242.5 3838,-242.5 3838,-236.5 3844,-230.5 3850,-230.5 3850,-230.5 3954,-230.5 3954,-230.5 3960,-230.5 3966,-236.5 3966,-242.5 3966,-242.5 3966,-286.5 3966,-286.5 3966,-292.5 3960,-298.5 3954,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3860\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3862.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3846\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3861\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;142 -->\r\n",
       "<g id=\"edge142\" class=\"edge\"><title>140&#45;&gt;142</title>\r\n",
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       "</g>\r\n",
       "<!-- 146 -->\r\n",
       "<g id=\"node147\" class=\"node\"><title>146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4181,-544C4181,-544 4077,-544 4077,-544 4071,-544 4065,-538 4065,-532 4065,-532 4065,-473 4065,-473 4065,-467 4071,-461 4077,-461 4077,-461 4181,-461 4181,-461 4187,-461 4193,-467 4193,-473 4193,-473 4193,-532 4193,-532 4193,-538 4187,-544 4181,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4089.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4087\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4085.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"4073\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4093\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 145&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>145&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4130.31,-579.907C4130.16,-571.558 4130.01,-562.671 4129.86,-554.02\"/>\r\n",
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       "</g>\r\n",
       "<!-- 149 -->\r\n",
       "<g id=\"node150\" class=\"node\"><title>149</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M4336.5,-536.5C4336.5,-536.5 4223.5,-536.5 4223.5,-536.5 4217.5,-536.5 4211.5,-530.5 4211.5,-524.5 4211.5,-524.5 4211.5,-480.5 4211.5,-480.5 4211.5,-474.5 4217.5,-468.5 4223.5,-468.5 4223.5,-468.5 4336.5,-468.5 4336.5,-468.5 4342.5,-468.5 4348.5,-474.5 4348.5,-480.5 4348.5,-480.5 4348.5,-524.5 4348.5,-524.5 4348.5,-530.5 4342.5,-536.5 4336.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4238\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4236.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"4219.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 12]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4239\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 145&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>145&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4182.69,-579.907C4197.87,-567.99 4214.45,-554.976 4229.54,-543.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4232.06,-545.596 4237.76,-536.667 4227.74,-540.09 4232.06,-545.596\"/>\r\n",
       "</g>\r\n",
       "<!-- 147 -->\r\n",
       "<g id=\"node148\" class=\"node\"><title>147</title>\r\n",
       "<path fill=\"#47e539\" stroke=\"black\" d=\"M4178,-417.5C4178,-417.5 4074,-417.5 4074,-417.5 4068,-417.5 4062,-411.5 4062,-405.5 4062,-405.5 4062,-361.5 4062,-361.5 4062,-355.5 4068,-349.5 4074,-349.5 4074,-349.5 4178,-349.5 4178,-349.5 4184,-349.5 4190,-355.5 4190,-361.5 4190,-361.5 4190,-405.5 4190,-405.5 4190,-411.5 4184,-417.5 4178,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4084\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4086.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"4070\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6, 0, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4090\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;147 -->\r\n",
       "<g id=\"edge147\" class=\"edge\"><title>146&#45;&gt;147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4127.96,-460.907C4127.68,-450.204 4127.39,-438.615 4127.11,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4130.61,-427.574 4126.85,-417.667 4123.61,-427.753 4130.61,-427.574\"/>\r\n",
       "</g>\r\n",
       "<!-- 148 -->\r\n",
       "<g id=\"node149\" class=\"node\"><title>148</title>\r\n",
       "<path fill=\"#d739e5\" stroke=\"black\" d=\"M4324,-417.5C4324,-417.5 4220,-417.5 4220,-417.5 4214,-417.5 4208,-411.5 4208,-405.5 4208,-405.5 4208,-361.5 4208,-361.5 4208,-355.5 4214,-349.5 4220,-349.5 4220,-349.5 4324,-349.5 4324,-349.5 4330,-349.5 4336,-355.5 4336,-361.5 4336,-361.5 4336,-405.5 4336,-405.5 4336,-411.5 4330,-417.5 4324,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4230\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4232.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"4216\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4231\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;148 -->\r\n",
       "<g id=\"edge148\" class=\"edge\"><title>146&#45;&gt;148</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4178.61,-460.907C4193.18,-448.99 4209.09,-435.976 4223.58,-424.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4225.94,-426.708 4231.46,-417.667 4221.51,-421.29 4225.94,-426.708\"/>\r\n",
       "</g>\r\n",
       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.478431\" stroke=\"black\" d=\"M4487.5,-663C4487.5,-663 4374.5,-663 4374.5,-663 4368.5,-663 4362.5,-657 4362.5,-651 4362.5,-651 4362.5,-592 4362.5,-592 4362.5,-586 4368.5,-580 4374.5,-580 4374.5,-580 4487.5,-580 4487.5,-580 4493.5,-580 4499.5,-586 4499.5,-592 4499.5,-592 4499.5,-651 4499.5,-651 4499.5,-657 4493.5,-663 4487.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4387\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">lug&#45;boot ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4381\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.259</text>\r\n",
       "<text text-anchor=\"start\" x=\"4387.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"4370.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 20, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4386.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>150&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4431,-698.907C4431,-690.649 4431,-681.864 4431,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4434.5,-673.021 4431,-663.021 4427.5,-673.021 4434.5,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 166 -->\r\n",
       "<g id=\"node167\" class=\"node\"><title>166</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4642.5,-655.5C4642.5,-655.5 4529.5,-655.5 4529.5,-655.5 4523.5,-655.5 4517.5,-649.5 4517.5,-643.5 4517.5,-643.5 4517.5,-599.5 4517.5,-599.5 4517.5,-593.5 4523.5,-587.5 4529.5,-587.5 4529.5,-587.5 4642.5,-587.5 4642.5,-587.5 4648.5,-587.5 4654.5,-593.5 4654.5,-599.5 4654.5,-599.5 4654.5,-643.5 4654.5,-643.5 4654.5,-649.5 4648.5,-655.5 4642.5,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4544\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4542.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"4525.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 32, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4541.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;166 -->\r\n",
       "<g id=\"edge166\" class=\"edge\"><title>150&#45;&gt;166</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4484.78,-698.907C4500.71,-686.88 4518.13,-673.735 4533.95,-661.791\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4536.19,-664.485 4542.06,-655.667 4531.97,-658.898 4536.19,-664.485\"/>\r\n",
       "</g>\r\n",
       "<!-- 152 -->\r\n",
       "<g id=\"node153\" class=\"node\"><title>152</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.415686\" stroke=\"black\" d=\"M4483,-544C4483,-544 4379,-544 4379,-544 4373,-544 4367,-538 4367,-532 4367,-532 4367,-473 4367,-473 4367,-467 4373,-461 4379,-461 4379,-461 4483,-461 4483,-461 4489,-461 4495,-467 4495,-473 4495,-473 4495,-532 4495,-532 4495,-538 4489,-544 4483,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4394.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">doors ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4385\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.42</text>\r\n",
       "<text text-anchor=\"start\" x=\"4387.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"4375\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3, 4, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4390\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 151&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>151&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4431,-579.907C4431,-571.649 4431,-562.864 4431,-554.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4434.5,-554.021 4431,-544.021 4427.5,-554.021 4434.5,-554.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 165 -->\r\n",
       "<g id=\"node166\" class=\"node\"><title>165</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4638.5,-536.5C4638.5,-536.5 4525.5,-536.5 4525.5,-536.5 4519.5,-536.5 4513.5,-530.5 4513.5,-524.5 4513.5,-524.5 4513.5,-480.5 4513.5,-480.5 4513.5,-474.5 4519.5,-468.5 4525.5,-468.5 4525.5,-468.5 4638.5,-468.5 4638.5,-468.5 4644.5,-468.5 4650.5,-474.5 4650.5,-480.5 4650.5,-480.5 4650.5,-524.5 4650.5,-524.5 4650.5,-530.5 4644.5,-536.5 4638.5,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4540\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4538.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"4521.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 16, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4537.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 151&#45;&gt;165 -->\r\n",
       "<g id=\"edge165\" class=\"edge\"><title>151&#45;&gt;165</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4483.39,-579.907C4498.77,-567.99 4515.57,-554.976 4530.87,-543.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4533.43,-545.559 4539.19,-536.667 4529.15,-540.025 4533.43,-545.559\"/>\r\n",
       "</g>\r\n",
       "<!-- 153 -->\r\n",
       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<path fill=\"#d739e5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M4477,-425C4477,-425 4373,-425 4373,-425 4367,-425 4361,-419 4361,-413 4361,-413 4361,-354 4361,-354 4361,-348 4367,-342 4373,-342 4373,-342 4477,-342 4477,-342 4483,-342 4489,-348 4489,-354 4489,-354 4489,-413 4489,-413 4489,-419 4483,-425 4477,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4390.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Maint ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4375\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.811</text>\r\n",
       "<text text-anchor=\"start\" x=\"4385.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"4369\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4384\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = good</text>\r\n",
       "</g>\r\n",
       "<!-- 152&#45;&gt;153 -->\r\n",
       "<g id=\"edge153\" class=\"edge\"><title>152&#45;&gt;153</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4428.92,-460.907C4428.49,-452.558 4428.03,-443.671 4427.59,-435.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4431.09,-434.828 4427.08,-425.021 4424.09,-435.187 4431.09,-434.828\"/>\r\n",
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       "<!-- 158 -->\r\n",
       "<g id=\"node159\" class=\"node\"><title>158</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.200000\" stroke=\"black\" d=\"M4623,-425C4623,-425 4519,-425 4519,-425 4513,-425 4507,-419 4507,-413 4507,-413 4507,-354 4507,-354 4507,-348 4513,-342 4519,-342 4519,-342 4623,-342 4623,-342 4629,-342 4635,-348 4635,-354 4635,-354 4635,-413 4635,-413 4635,-419 4629,-425 4623,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4527\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">persons ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4521\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.406</text>\r\n",
       "<text text-anchor=\"start\" x=\"4531.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"4515\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 4, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4526.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = vgood</text>\r\n",
       "</g>\r\n",
       "<!-- 152&#45;&gt;158 -->\r\n",
       "<g id=\"edge158\" class=\"edge\"><title>152&#45;&gt;158</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4479.57,-460.907C4490.87,-451.469 4502.98,-441.343 4514.58,-431.649\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4517.08,-434.119 4522.51,-425.021 4512.6,-428.748 4517.08,-434.119\"/>\r\n",
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       "<!-- 154 -->\r\n",
       "<g id=\"node155\" class=\"node\"><title>154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4331,-306C4331,-306 4227,-306 4227,-306 4221,-306 4215,-300 4215,-294 4215,-294 4215,-235 4215,-235 4215,-229 4221,-223 4227,-223 4227,-223 4331,-223 4331,-223 4337,-223 4343,-229 4343,-235 4343,-235 4343,-294 4343,-294 4343,-300 4337,-306 4331,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4239.5\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Buying ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4237\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4239.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"4223\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4243\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = acc</text>\r\n",
       "</g>\r\n",
       "<!-- 153&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>153&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4374.35,-341.907C4362.46,-332.379 4349.69,-322.148 4337.49,-312.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4339.56,-309.543 4329.56,-306.021 4335.18,-315.006 4339.56,-309.543\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node158\" class=\"node\"><title>157</title>\r\n",
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       "<text text-anchor=\"start\" x=\"4529\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
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       "</svg>\r\n"
      ],
      "text/plain": [
       "<graphviz.files.Source at 0xb1310b8>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import graphviz\n",
    "\n",
    "dot_data = tree.export_graphviz(clf, out_file=None, \n",
    "                         feature_names=columns,  \n",
    "                         class_names=classNames,  \n",
    "                         filled=True, rounded=True,  \n",
    "                         special_characters=True)\n",
    "\n",
    "graph = graphviz.Source(dot_data)  \n",
    "graph "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'cars.pdf'"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dot_data = tree.export_graphviz(clf, out_file=None) \n",
    "graph = graphviz.Source(dot_data) \n",
    "graph.render(\"cars\") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
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       "<path fill=\"none\" stroke=\"black\" d=\"M488.909,-579.907C494.914,-571.014 501.331,-561.509 507.529,-552.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"510.444,-554.267 513.14,-544.021 504.643,-550.35 510.444,-554.267\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"517.898\" y=\"-564.864\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\r\n",
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       "<!-- 3 -->\r\n",
       "<g id=\"node4\" class=\"node\"><title>3</title>\r\n",
       "<path fill=\"#39e581\" fill-opacity=\"0.898039\" stroke=\"black\" d=\"M497,-425C497,-425 356,-425 356,-425 350,-425 344,-419 344,-413 344,-413 344,-354 344,-354 344,-348 350,-342 356,-342 356,-342 497,-342 497,-342 503,-342 509,-348 509,-354 509,-354 509,-413 509,-413 509,-419 503,-425 497,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"352\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">petal length (cm) ≤ 4.95</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.445</text>\r\n",
       "<text text-anchor=\"start\" x=\"383\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 54</text>\r\n",
       "<text text-anchor=\"start\" x=\"374\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 49, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"371\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = versicolor</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;3 -->\r\n",
       "<g id=\"edge3\" class=\"edge\"><title>2&#45;&gt;3</title>\r\n",
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       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<path fill=\"#8139e5\" fill-opacity=\"0.976471\" stroke=\"black\" d=\"M726,-425C726,-425 585,-425 585,-425 579,-425 573,-419 573,-413 573,-413 573,-354 573,-354 573,-348 579,-342 585,-342 585,-342 726,-342 726,-342 732,-342 738,-348 738,-354 738,-354 738,-413 738,-413 738,-419 732,-425 726,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"581\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">petal length (cm) ≤ 4.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"605.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.151</text>\r\n",
       "<text text-anchor=\"start\" x=\"612\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 46</text>\r\n",
       "<text text-anchor=\"start\" x=\"603\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 45]</text>\r\n",
       "<text text-anchor=\"start\" x=\"605.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
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       "<!-- 2&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>2&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M580.399,-460.907C589.497,-451.651 599.246,-441.732 608.607,-432.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"611.158,-434.606 615.672,-425.021 606.166,-429.699 611.158,-434.606\"/>\r\n",
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       "<!-- 4 -->\r\n",
       "<g id=\"node5\" class=\"node\"><title>4</title>\r\n",
       "<path fill=\"#39e581\" fill-opacity=\"0.980392\" stroke=\"black\" d=\"M271,-306C271,-306 136,-306 136,-306 130,-306 124,-300 124,-294 124,-294 124,-235 124,-235 124,-229 130,-223 136,-223 136,-223 271,-223 271,-223 277,-223 283,-229 283,-235 283,-235 283,-294 283,-294 283,-300 277,-306 271,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"132\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">petal width (cm) ≤ 1.65</text>\r\n",
       "<text text-anchor=\"start\" x=\"153.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.146</text>\r\n",
       "<text text-anchor=\"start\" x=\"160\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"151\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 47, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"148\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = versicolor</text>\r\n",
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       "<!-- 3&#45;&gt;4 -->\r\n",
       "<g id=\"edge4\" class=\"edge\"><title>3&#45;&gt;4</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"291.213,-307.568 280.732,-306.021 287.961,-313.766 291.213,-307.568\"/>\r\n",
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       "<!-- 7 -->\r\n",
       "<g id=\"node8\" class=\"node\"><title>7</title>\r\n",
       "<path fill=\"#8139e5\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M494,-306C494,-306 359,-306 359,-306 353,-306 347,-300 347,-294 347,-294 347,-235 347,-235 347,-229 353,-223 359,-223 359,-223 494,-223 494,-223 500,-223 506,-229 506,-235 506,-235 506,-294 506,-294 506,-300 500,-306 494,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"355\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">petal width (cm) ≤ 1.55</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.918</text>\r\n",
       "<text text-anchor=\"start\" x=\"387\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"378\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
       "</g>\r\n",
       "<!-- 3&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>3&#45;&gt;7</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M426.5,-341.907C426.5,-333.649 426.5,-324.864 426.5,-316.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"430,-316.021 426.5,-306.021 423,-316.021 430,-316.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 5 -->\r\n",
       "<g id=\"node6\" class=\"node\"><title>5</title>\r\n",
       "<path fill=\"#39e581\" stroke=\"black\" d=\"M115,-179.5C115,-179.5 12,-179.5 12,-179.5 6,-179.5 -7.10543e-015,-173.5 -7.10543e-015,-167.5 -7.10543e-015,-167.5 -7.10543e-015,-123.5 -7.10543e-015,-123.5 -7.10543e-015,-117.5 6,-111.5 12,-111.5 12,-111.5 115,-111.5 115,-111.5 121,-111.5 127,-117.5 127,-123.5 127,-123.5 127,-167.5 127,-167.5 127,-173.5 121,-179.5 115,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"21.5\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"20\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\r\n",
       "<text text-anchor=\"start\" x=\"11\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 47, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"8\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = versicolor</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;5 -->\r\n",
       "<g id=\"edge5\" class=\"edge\"><title>4&#45;&gt;5</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M154.928,-222.907C140.668,-210.99 125.095,-197.976 110.908,-186.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"113.105,-183.394 103.187,-179.667 108.616,-188.765 113.105,-183.394\"/>\r\n",
       "</g>\r\n",
       "<!-- 6 -->\r\n",
       "<g id=\"node7\" class=\"node\"><title>6</title>\r\n",
       "<path fill=\"#8139e5\" stroke=\"black\" d=\"M249.5,-179.5C249.5,-179.5 157.5,-179.5 157.5,-179.5 151.5,-179.5 145.5,-173.5 145.5,-167.5 145.5,-167.5 145.5,-123.5 145.5,-123.5 145.5,-117.5 151.5,-111.5 157.5,-111.5 157.5,-111.5 249.5,-111.5 249.5,-111.5 255.5,-111.5 261.5,-117.5 261.5,-123.5 261.5,-123.5 261.5,-167.5 261.5,-167.5 261.5,-173.5 255.5,-179.5 249.5,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"161.5\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"164\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"155\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"153.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;6 -->\r\n",
       "<g id=\"edge6\" class=\"edge\"><title>4&#45;&gt;6</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M203.5,-222.907C203.5,-212.204 203.5,-200.615 203.5,-189.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"207,-189.667 203.5,-179.667 200,-189.667 207,-189.667\"/>\r\n",
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       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<path fill=\"#8139e5\" stroke=\"black\" d=\"M383.5,-179.5C383.5,-179.5 291.5,-179.5 291.5,-179.5 285.5,-179.5 279.5,-173.5 279.5,-167.5 279.5,-167.5 279.5,-123.5 279.5,-123.5 279.5,-117.5 285.5,-111.5 291.5,-111.5 291.5,-111.5 383.5,-111.5 383.5,-111.5 389.5,-111.5 395.5,-117.5 395.5,-123.5 395.5,-123.5 395.5,-167.5 395.5,-167.5 395.5,-173.5 389.5,-179.5 383.5,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"295.5\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"298\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"289\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"287.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>7&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M395.622,-222.907C386.976,-211.542 377.572,-199.178 368.896,-187.774\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"371.57,-185.507 362.73,-179.667 365.998,-189.745 371.57,-185.507\"/>\r\n",
       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<path fill=\"#39e581\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M567,-187C567,-187 426,-187 426,-187 420,-187 414,-181 414,-175 414,-175 414,-116 414,-116 414,-110 420,-104 426,-104 426,-104 567,-104 567,-104 573,-104 579,-110 579,-116 579,-116 579,-175 579,-175 579,-181 573,-187 567,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"422\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">petal length (cm) ≤ 5.45</text>\r\n",
       "<text text-anchor=\"start\" x=\"446.5\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.918</text>\r\n",
       "<text text-anchor=\"start\" x=\"457\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"448\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"441\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = versicolor</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>7&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M450.786,-222.907C456.053,-214.105 461.678,-204.703 467.117,-195.612\"/>\r\n",
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       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<path fill=\"#39e581\" stroke=\"black\" d=\"M478,-68C478,-68 375,-68 375,-68 369,-68 363,-62 363,-56 363,-56 363,-12 363,-12 363,-6 369,-0 375,-0 375,-0 478,-0 478,-0 484,-0 490,-6 490,-12 490,-12 490,-56 490,-56 490,-62 484,-68 478,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"384.5\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"387\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"378\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"371\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = versicolor</text>\r\n",
       "</g>\r\n",
       "<!-- 9&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>9&#45;&gt;10</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M470.435,-103.726C464.837,-94.9703 458.913,-85.7032 453.289,-76.9051\"/>\r\n",
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       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<path fill=\"#8139e5\" stroke=\"black\" d=\"M612.5,-68C612.5,-68 520.5,-68 520.5,-68 514.5,-68 508.5,-62 508.5,-56 508.5,-56 508.5,-12 508.5,-12 508.5,-6 514.5,-0 520.5,-0 520.5,-0 612.5,-0 612.5,-0 618.5,-0 624.5,-6 624.5,-12 624.5,-12 624.5,-56 624.5,-56 624.5,-62 618.5,-68 612.5,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"524.5\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"527\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"518\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"516.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
       "</g>\r\n",
       "<!-- 9&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>9&#45;&gt;11</title>\r\n",
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       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<path fill=\"#8139e5\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M721,-306C721,-306 590,-306 590,-306 584,-306 578,-300 578,-294 578,-294 578,-235 578,-235 578,-229 584,-223 590,-223 590,-223 721,-223 721,-223 727,-223 733,-229 733,-235 733,-235 733,-294 733,-294 733,-300 727,-306 721,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"586\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sepal width (cm) ≤ 3.1</text>\r\n",
       "<text text-anchor=\"start\" x=\"605.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.918</text>\r\n",
       "<text text-anchor=\"start\" x=\"616\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"607\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"605.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
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       "<!-- 12&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>12&#45;&gt;13</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M655.5,-341.907C655.5,-333.649 655.5,-324.864 655.5,-316.302\"/>\r\n",
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       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<path fill=\"#8139e5\" stroke=\"black\" d=\"M860,-298.5C860,-298.5 763,-298.5 763,-298.5 757,-298.5 751,-292.5 751,-286.5 751,-286.5 751,-242.5 751,-242.5 751,-236.5 757,-230.5 763,-230.5 763,-230.5 860,-230.5 860,-230.5 866,-230.5 872,-236.5 872,-242.5 872,-242.5 872,-286.5 872,-286.5 872,-292.5 866,-298.5 860,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"769.5\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">entropy = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"768\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 43</text>\r\n",
       "<text text-anchor=\"start\" x=\"759\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 0, 43]</text>\r\n",
       "<text text-anchor=\"start\" x=\"761.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = virginica</text>\r\n",
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       "<!-- 12&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>12&#45;&gt;16</title>\r\n",
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       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<path fill=\"#8139e5\" stroke=\"black\" d=\"M701.5,-179.5C701.5,-179.5 609.5,-179.5 609.5,-179.5 603.5,-179.5 597.5,-173.5 597.5,-167.5 597.5,-167.5 597.5,-123.5 597.5,-123.5 597.5,-117.5 603.5,-111.5 609.5,-111.5 609.5,-111.5 701.5,-111.5 701.5,-111.5 707.5,-111.5 713.5,-117.5 713.5,-123.5 713.5,-123.5 713.5,-167.5 713.5,-167.5 713.5,-173.5 707.5,-179.5 701.5,-179.5\"/>\r\n",
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       "<g id=\"edge14\" class=\"edge\"><title>13&#45;&gt;14</title>\r\n",
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       "<text text-anchor=\"start\" x=\"756\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "</g>\r\n",
       "<!-- 13&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>13&#45;&gt;15</title>\r\n",
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       "</svg>\r\n"
      ],
      "text/plain": [
       "<graphviz.files.Source at 0x8a98668>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.datasets import load_iris\n",
    "\n",
    "iris = load_iris()\n",
    "clf = clf.fit(iris.data, iris.target)\n",
    "\n",
    "dot_data = tree.export_graphviz(clf, out_file=None, \n",
    "                         feature_names=iris.feature_names,  \n",
    "                         class_names=iris.target_names,  \n",
    "                         filled=True, rounded=True,  \n",
    "                         special_characters=True) \n",
    "\n",
    "graph = graphviz.Source(dot_data)  \n",
    "graph "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "arrays must all be same length",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-16-ce48afc8f9e3>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0md\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0miris\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mC:\\Anaconda2\\lib\\site-packages\\pandas\\core\\frame.pyc\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[0;32m    273\u001b[0m                                  dtype=dtype, copy=copy)\n\u001b[0;32m    274\u001b[0m         \u001b[1;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdict\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 275\u001b[1;33m             \u001b[0mmgr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_init_dict\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    276\u001b[0m         \u001b[1;32melif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mma\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMaskedArray\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    277\u001b[0m             \u001b[1;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mma\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmrecords\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mmrecords\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\Anaconda2\\lib\\site-packages\\pandas\\core\\frame.pyc\u001b[0m in \u001b[0;36m_init_dict\u001b[1;34m(self, data, index, columns, dtype)\u001b[0m\n\u001b[0;32m    409\u001b[0m             \u001b[0marrays\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mk\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mk\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mkeys\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    410\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 411\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0m_arrays_to_mgr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata_names\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    412\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    413\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m_init_ndarray\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\Anaconda2\\lib\\site-packages\\pandas\\core\\frame.pyc\u001b[0m in \u001b[0;36m_arrays_to_mgr\u001b[1;34m(arrays, arr_names, index, columns, dtype)\u001b[0m\n\u001b[0;32m   5494\u001b[0m     \u001b[1;31m# figure out the index, if necessary\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5495\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mindex\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5496\u001b[1;33m         \u001b[0mindex\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mextract_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5497\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5498\u001b[0m         \u001b[0mindex\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_ensure_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\Anaconda2\\lib\\site-packages\\pandas\\core\\frame.pyc\u001b[0m in \u001b[0;36mextract_index\u001b[1;34m(data)\u001b[0m\n\u001b[0;32m   5542\u001b[0m             \u001b[0mlengths\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mset\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mraw_lengths\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5543\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlengths\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m>\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5544\u001b[1;33m                 \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'arrays must all be same length'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5545\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5546\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mhave_dicts\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mValueError\u001b[0m: arrays must all be same length"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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