decision_tree_graphivz

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158 [label="gini = 0.499\nsamples = 5794\nvalue = [3007, 2787]", fillcolor="#fdf6f1"] ;
156 -> 158 ;
159 [label="gini = 0.48\nsamples = 35\nvalue = [14, 21]", fillcolor="#bddef6"] ;
155 -> 159 ;
160 [label="X[3] <= 0.5\ngini = 0.499\nsamples = 12555\nvalue = [6481, 6074]", fillcolor="#fdf7f3"] ;
88 -> 160 ;
161 [label="gini = 0.499\nsamples = 12529\nvalue = [6465, 6064]", fillcolor="#fdf7f3"] ;
160 -> 161 ;
162 [label="gini = 0.473\nsamples = 26\nvalue = [16, 10]", fillcolor="#f5d0b5"] ;
160 -> 162 ;
163 [label="X[3] <= 0.5\ngini = 0.492\nsamples = 728\nvalue = [410, 318]", fillcolor="#f9e3d3"] ;
87 -> 163 ;
164 [label="gini = 0.492\nsamples = 725\nvalue = [408, 317]", fillcolor="#f9e3d3"] ;
163 -> 164 ;
165 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
163 -> 165 ;
166 [label="X[5] <= 0.5\ngini = 0.497\nsamples = 2386\nvalue = [1288, 1098]", fillcolor="#fbece2"] ;
86 -> 166 ;
167 [label="gini = 0.472\nsamples = 21\nvalue = [13, 8]", fillcolor="#f5cfb3"] ;
166 -> 167 ;
168 [label="gini = 0.497\nsamples = 2365\nvalue = [1275, 1090]", fillcolor="#fbede2"] ;
166 -> 168 ;
169 [label="X[3] <= 0.5\ngini = 0.497\nsamples = 1453\nvalue = [671, 782]", fillcolor="#e3f1fb"] ;
85 -> 169 ;
170 [label="X[5] <= 0.5\ngini = 0.497\nsamples = 1446\nvalue = [668, 778]", fillcolor="#e3f1fb"] ;
169 -> 170 ;
171 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
170 -> 171 ;
172 [label="gini = 0.497\nsamples = 1444\nvalue = [667, 777]", fillcolor="#e3f1fb"] ;
170 -> 172 ;
173 [label="gini = 0.49\nsamples = 7\nvalue = [3, 4]", fillcolor="#cee6f8"] ;
169 -> 173 ;
174 [label="X[71] <= 0.5\ngini = 0.478\nsamples = 670\nvalue = [406, 264]", fillcolor="#f6d3ba"] ;
84 -> 174 ;
175 [label="X[105] <= 0.5\ngini = 0.475\nsamples = 638\nvalue = [391, 247]", fillcolor="#f5d1b6"] ;
174 -> 175 ;
176 [label="X[44] <= 0.5\ngini = 0.47\nsamples = 592\nvalue = [368, 224]", fillcolor="#f5ceb2"] ;
175 -> 176 ;
177 [label="X[51] <= 0.5\ngini = 0.466\nsamples = 549\nvalue = [346, 203]", fillcolor="#f4cbad"] ;
176 -> 177 ;
178 [label="X[61] <= 0.5\ngini = 0.465\nsamples = 548\nvalue = [346, 202]", fillcolor="#f4cbad"] ;
177 -> 178 ;
179 [label="X[36] <= 0.5\ngini = 0.463\nsamples = 528\nvalue = [336, 192]", fillcolor="#f4c9aa"] ;
178 -> 179 ;
180 [label="X[30] <= 0.5\ngini = 0.464\nsamples = 522\nvalue = [331, 191]", fillcolor="#f4caab"] ;
179 -> 180 ;
181 [label="X[23] <= 0.5\ngini = 0.467\nsamples = 490\nvalue = [308, 182]", fillcolor="#f4cbae"] ;
180 -> 181 ;
182 [label="X[35] <= 0.5\ngini = 0.472\nsamples = 415\nvalue = [257, 158]", fillcolor="#f5ceb3"] ;
181 -> 182 ;
183 [label="X[21] <= 0.5\ngini = 0.47\nsamples = 403\nvalue = [251, 152]", fillcolor="#f5cdb1"] ;
182 -> 183 ;
184 [label="X[52] <= 0.5\ngini = 0.473\nsamples = 342\nvalue = [211, 131]", fillcolor="#f5cfb4"] ;
183 -> 184 ;
185 [label="X[82] <= 0.5\ngini = 0.474\nsamples = 318\nvalue = [195, 123]", fillcolor="#f5d0b6"] ;
184 -> 185 ;
186 [label="X[57] <= 0.5\ngini = 0.476\nsamples = 284\nvalue = [173, 111]", fillcolor="#f6d2b8"] ;
185 -> 186 ;
187 [label="X[85] <= 0.5\ngini = 0.476\nsamples = 277\nvalue = [169, 108]", fillcolor="#f6d2b8"] ;
186 -> 187 ;
188 [label="X[40] <= 0.5\ngini = 0.476\nsamples = 274\nvalue = [167, 107]", fillcolor="#f6d2b8"] ;
187 -> 188 ;
189 [label="X[27] <= 0.5\ngini = 0.475\nsamples = 262\nvalue = [160, 102]", fillcolor="#f6d1b7"] ;
188 -> 189 ;
190 [label="gini = 0.476\nsamples = 69\nvalue = [42, 27]", fillcolor="#f6d2b8"] ;
189 -> 190 ;
191 [label="gini = 0.475\nsamples = 193\nvalue = [118, 75]", fillcolor="#f6d1b7"] ;
189 -> 191 ;
192 [label="gini = 0.486\nsamples = 12\nvalue = [7, 5]", fillcolor="#f8dbc6"] ;
188 -> 192 ;
193 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
187 -> 193 ;
194 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
186 -> 194 ;
195 [label="gini = 0.457\nsamples = 34\nvalue = [22, 12]", fillcolor="#f3c6a5"] ;
185 -> 195 ;
196 [label="gini = 0.444\nsamples = 24\nvalue = [16, 8]", fillcolor="#f2c09c"] ;
184 -> 196 ;
197 [label="gini = 0.451\nsamples = 61\nvalue = [40, 21]", fillcolor="#f3c3a1"] ;
183 -> 197 ;
198 [label="gini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#ffffff"] ;
182 -> 198 ;
199 [label="gini = 0.435\nsamples = 75\nvalue = [51, 24]", fillcolor="#f1bc96"] ;
181 -> 199 ;
200 [label="gini = 0.404\nsamples = 32\nvalue = [23, 9]", fillcolor="#efb286"] ;
180 -> 200 ;
201 [label="gini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ;
179 -> 201 ;
202 [label="gini = 0.5\nsamples = 20\nvalue = [10, 10]", fillcolor="#ffffff"] ;
178 -> 202 ;
203 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
177 -> 203 ;
204 [label="gini = 0.5\nsamples = 43\nvalue = [22, 21]", fillcolor="#fef9f6"] ;
176 -> 204 ;
205 [label="gini = 0.5\nsamples = 46\nvalue = [23, 23]", fillcolor="#ffffff"] ;
175 -> 205 ;
206 [label="gini = 0.498\nsamples = 32\nvalue = [15, 17]", fillcolor="#e8f3fc"] ;
174 -> 206 ;
207 [label="X[3] <= 0.5\ngini = 0.492\nsamples = 1914\nvalue = [836, 1078]", fillcolor="#d3e9f9"] ;
83 -> 207 ;
208 [label="X[5] <= 0.5\ngini = 0.494\nsamples = 1820\nvalue = [807, 1013]", fillcolor="#d7ebfa"] ;
207 -> 208 ;
209 [label="X[1] <= 0.5\ngini = 0.5\nsamples = 59\nvalue = [29, 30]", fillcolor="#f8fcfe"] ;
208 -> 209 ;
210 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
209 -> 210 ;
211 [label="gini = 0.499\nsamples = 52\nvalue = [25, 27]", fillcolor="#f0f8fd"] ;
209 -> 211 ;
212 [label="gini = 0.493\nsamples = 1761\nvalue = [778, 983]", fillcolor="#d6ebfa"] ;
208 -> 212 ;
213 [label="gini = 0.427\nsamples = 94\nvalue = [29, 65]", fillcolor="#91c9f1"] ;
207 -> 213 ;
214 [label="X[1] <= 0.5\ngini = 0.483\nsamples = 987\nvalue = [403, 584]", fillcolor="#c2e1f7"] ;
82 -> 214 ;
215 [label="X[5] <= 0.5\ngini = 0.48\nsamples = 915\nvalue = [367, 548]", fillcolor="#bedff6"] ;
214 -> 215 ;
216 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
215 -> 216 ;
217 [label="gini = 0.481\nsamples = 914\nvalue = [367, 547]", fillcolor="#bedff6"] ;
215 -> 217 ;
218 [label="gini = 0.5\nsamples = 72\nvalue = [36, 36]", fillcolor="#ffffff"] ;
214 -> 218 ;
219 [label="X[1] <= 0.5\ngini = 0.492\nsamples = 2139\nvalue = [934, 1205]", fillcolor="#d2e9f9"] ;
81 -> 219 ;
220 [label="X[0] <= 0.5\ngini = 0.492\nsamples = 2118\nvalue = [927, 1191]", fillcolor="#d3e9f9"] ;
219 -> 220 ;
221 [label="X[3] <= 0.5\ngini = 0.492\nsamples = 2113\nvalue = [924, 1189]", fillcolor="#d3e9f9"] ;
220 -> 221 ;
222 [label="gini = 0.492\nsamples = 2099\nvalue = [918, 1181]", fillcolor="#d3e9f9"] ;
221 -> 222 ;
223 [label="gini = 0.49\nsamples = 14\nvalue = [6, 8]", fillcolor="#cee6f8"] ;
221 -> 223 ;
224 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
220 -> 224 ;
225 [label="gini = 0.444\nsamples = 21\nvalue = [7, 14]", fillcolor="#9ccef2"] ;
219 -> 225 ;
226 [label="X[3] <= 0.5\ngini = 0.489\nsamples = 1546\nvalue = [656, 890]", fillcolor="#cbe5f8"] ;
80 -> 226 ;
227 [label="X[5] <= 0.5\ngini = 0.49\nsamples = 1513\nvalue = [647, 866]", fillcolor="#cde6f8"] ;
226 -> 227 ;
228 [label="gini = 0.5\nsamples = 36\nvalue = [18, 18]", fillcolor="#ffffff"] ;
227 -> 228 ;
229 [label="gini = 0.489\nsamples = 1477\nvalue = [629, 848]", fillcolor="#cce6f8"] ;
227 -> 229 ;
230 [label="gini = 0.397\nsamples = 33\nvalue = [9, 24]", fillcolor="#83c2ef"] ;
226 -> 230 ;
231 [label="X[5] <= 0.5\ngini = 0.499\nsamples = 41871\nvalue = [20152, 21719]", fillcolor="#f1f8fd"] ;
79 -> 231 ;
232 [label="X[3] <= 0.5\ngini = 0.474\nsamples = 251\nvalue = [154, 97]", fillcolor="#f5d0b6"] ;
231 -> 232 ;
233 [label="X[0] <= 0.5\ngini = 0.458\nsamples = 180\nvalue = [116, 64]", fillcolor="#f3c7a6"] ;
232 -> 233 ;
234 [label="gini = 0.466\nsamples = 162\nvalue = [102, 60]", fillcolor="#f4cbad"] ;
233 -> 234 ;
235 [label="gini = 0.346\nsamples = 18\nvalue = [14, 4]", fillcolor="#eca572"] ;
233 -> 235 ;
236 [label="gini = 0.498\nsamples = 71\nvalue = [38, 33]", fillcolor="#fceee5"] ;
232 -> 236 ;
237 [label="gini = 0.499\nsamples = 41620\nvalue = [19998, 21622]", fillcolor="#f0f8fd"] ;
231 -> 237 ;
238 [label="X[1] <= 0.5\ngini = 0.491\nsamples = 2730\nvalue = [1183, 1547]", fillcolor="#d0e8f9"] ;
78 -> 238 ;
239 [label="X[0] <= 0.5\ngini = 0.491\nsamples = 2696\nvalue = [1163, 1533]", fillcolor="#cfe7f9"] ;
238 -> 239 ;
240 [label="X[3] <= 0.5\ngini = 0.491\nsamples = 2692\nvalue = [1163, 1529]", fillcolor="#d0e8f9"] ;
239 -> 240 ;
241 [label="gini = 0.49\nsamples = 2614\nvalue = [1125, 1489]", fillcolor="#cfe7f9"] ;
240 -> 241 ;
242 [label="gini = 0.5\nsamples = 78\nvalue = [38, 40]", fillcolor="#f5fafe"] ;
240 -> 242 ;
243 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
239 -> 243 ;
244 [label="gini = 0.484\nsamples = 34\nvalue = [20, 14]", fillcolor="#f7d9c4"] ;
238 -> 244 ;
245 [label="X[0] <= 0.5\ngini = 0.481\nsamples = 1740\nvalue = [702, 1038]", fillcolor="#bfdff7"] ;
77 -> 245 ;
246 [label="X[3] <= 0.5\ngini = 0.482\nsamples = 1738\nvalue = [702, 1036]", fillcolor="#bfdff7"] ;
245 -> 246 ;
247 [label="X[5] <= 0.5\ngini = 0.482\nsamples = 1703\nvalue = [691, 1012]", fillcolor="#c0e0f7"] ;
246 -> 247 ;
248 [label="gini = 0.494\nsamples = 36\nvalue = [16, 20]", fillcolor="#d7ebfa"] ;
247 -> 248 ;
249 [label="gini = 0.482\nsamples = 1667\nvalue = [675, 992]", fillcolor="#c0e0f7"] ;
247 -> 249 ;
250 [label="gini = 0.431\nsamples = 35\nvalue = [11, 24]", fillcolor="#94caf1"] ;
246 -> 250 ;
251 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
245 -> 251 ;
252 [label="X[1] <= 0.5\ngini = 0.499\nsamples = 25840\nvalue = [13433, 12407]", fillcolor="#fdf5f0"] ;
76 -> 252 ;
253 [label="X[0] <= 0.5\ngini = 0.499\nsamples = 25525\nvalue = [13226, 12299]", fillcolor="#fdf6f1"] ;
252 -> 253 ;
254 [label="X[5] <= 0.5\ngini = 0.499\nsamples = 25511\nvalue = [13220, 12291]", fillcolor="#fdf6f1"] ;
253 -> 254 ;
255 [label="gini = 0.5\nsamples = 300\nvalue = [153, 147]", fillcolor="#fefaf7"] ;
254 -> 255 ;
256 [label="gini = 0.499\nsamples = 25211\nvalue = [13067, 12144]", fillcolor="#fdf6f1"] ;
254 -> 256 ;
257 [label="gini = 0.49\nsamples = 14\nvalue = [6, 8]", fillcolor="#cee6f8"] ;
253 -> 257 ;
258 [label="gini = 0.451\nsamples = 315\nvalue = [207, 108]", fillcolor="#f3c3a0"] ;
252 -> 258 ;
259 [label="X[3] <= 0.5\ngini = 0.424\nsamples = 482\nvalue = [147, 335]", fillcolor="#90c8f0"] ;
75 -> 259 ;
260 [label="X[1] <= 0.5\ngini = 0.423\nsamples = 481\nvalue = [146, 335]", fillcolor="#8fc8f0"] ;
259 -> 260 ;
261 [label="X[5] <= 0.5\ngini = 0.422\nsamples = 480\nvalue = [145, 335]", fillcolor="#8fc7f0"] ;
260 -> 261 ;
262 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
261 -> 262 ;
263 [label="gini = 0.423\nsamples = 478\nvalue = [145, 333]", fillcolor="#8fc8f0"] ;
261 -> 263 ;
264 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
260 -> 264 ;
265 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
259 -> 265 ;
266 [label="X[3] <= 0.5\ngini = 0.492\nsamples = 5777\nvalue = [3251, 2526]", fillcolor="#f9e3d3"] ;
74 -> 266 ;
267 [label="X[5] <= 0.5\ngini = 0.491\nsamples = 5728\nvalue = [3238, 2490]", fillcolor="#f9e2d1"] ;
266 -> 267 ;
268 [label="X[0] <= 0.5\ngini = 0.433\nsamples = 79\nvalue = [54, 25]", fillcolor="#f1bb95"] ;
267 -> 268 ;
269 [label="gini = 0.435\nsamples = 75\nvalue = [51, 24]", fillcolor="#f1bc96"] ;
268 -> 269 ;
270 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
268 -> 270 ;
271 [label="gini = 0.492\nsamples = 5649\nvalue = [3184, 2465]", fillcolor="#f9e3d2"] ;
267 -> 271 ;
272 [label="gini = 0.39\nsamples = 49\nvalue = [13, 36]", fillcolor="#80c0ee"] ;
266 -> 272 ;
273 [label="X[27] <= 0.5\ngini = 0.499\nsamples = 86946\nvalue = [41640, 45306]", fillcolor="#eff7fd"] ;
73 -> 273 ;
274 [label="X[20] <= 0.5\ngini = 0.5\nsamples = 75821\nvalue = [37255, 38566]", fillcolor="#f8fcfe"] ;
273 -> 274 ;
275 [label="X[82] <= 0.5\ngini = 0.5\nsamples = 71455\nvalue = [35509, 35946]", fillcolor="#fdfeff"] ;
274 -> 275 ;
276 [label="X[61] <= 0.5\ngini = 0.5\nsamples = 70124\nvalue = [35055, 35069]", fillcolor="#ffffff"] ;
275 -> 276 ;
277 [label="X[17] <= 0.5\ngini = 0.5\nsamples = 68411\nvalue = [34028, 34383]", fillcolor="#fdfeff"] ;
276 -> 277 ;
278 [label="X[21] <= 0.5\ngini = 0.5\nsamples = 53400\nvalue = [26092, 27308]", fillcolor="#f6fbfe"] ;
277 -> 278 ;
279 [label="X[23] <= 0.5\ngini = 0.499\nsamples = 49447\nvalue = [23929, 25518]", fillcolor="#f3f9fd"] ;
278 -> 279 ;
280 [label="X[106] <= 0.5\ngini = 0.499\nsamples = 45979\nvalue = [22056, 23923]", fillcolor="#f0f7fd"] ;
279 -> 280 ;
281 [label="X[96] <= 0.5\ngini = 0.499\nsamples = 45183\nvalue = [21765, 23418]", fillcolor="#f1f8fd"] ;
280 -> 281 ;
282 [label="X[86] <= 0.5\ngini = 0.499\nsamples = 44283\nvalue = [21428, 22855]", fillcolor="#f3f9fd"] ;
281 -> 282 ;
283 [label="X[36] <= 0.5\ngini = 0.5\nsamples = 44010\nvalue = [21349, 22661]", fillcolor="#f4f9fd"] ;
282 -> 283 ;
284 [label="X[40] <= 0.5\ngini = 0.499\nsamples = 43465\nvalue = [21014, 22451]", fillcolor="#f2f9fd"] ;
283 -> 284 ;
285 [label="X[35] <= 0.5\ngini = 0.499\nsamples = 42575\nvalue = [20498, 22077]", fillcolor="#f1f8fd"] ;
284 -> 285 ;
286 [label="X[44] <= 0.5\ngini = 0.499\nsamples = 41677\nvalue = [19984, 21693]", fillcolor="#eff7fd"] ;
285 -> 286 ;
287 [label="X[48] <= 0.5\ngini = 0.499\nsamples = 37754\nvalue = [17942, 19812]", fillcolor="#ecf6fd"] ;
286 -> 287 ;
288 [label="X[52] <= 0.5\ngini = 0.498\nsamples = 33446\nvalue = [15715, 17731]", fillcolor="#e8f4fc"] ;
287 -> 288 ;
289 [label="X[16] <= 0.5\ngini = 0.498\nsamples = 32406\nvalue = [15162, 17244]", fillcolor="#e7f3fc"] ;
288 -> 289 ;
290 [label="X[85] <= 0.5\ngini = 0.498\nsamples = 29006\nvalue = [13671, 15335]", fillcolor="#eaf4fc"] ;
289 -> 290 ;
291 [label="X[107] <= 0.5\ngini = 0.499\nsamples = 27317\nvalue = [12944, 14373]", fillcolor="#ebf5fc"] ;
290 -> 291 ;
292 [label="X[102] <= 0.5\ngini = 0.499\nsamples = 27197\nvalue = [12906, 14291]", fillcolor="#ecf6fc"] ;
291 -> 292 ;
293 [label="X[30] <= 0.5\ngini = 0.499\nsamples = 26300\nvalue = [12524, 13776]", fillcolor="#edf6fd"] ;
292 -> 293 ;
294 [label="X[57] <= 0.5\ngini = 0.499\nsamples = 24828\nvalue = [11773, 13055]", fillcolor="#ecf5fc"] ;
293 -> 294 ;
295 [label="X[28] <= 0.5\ngini = 0.498\nsamples = 22982\nvalue = [10846, 12136]", fillcolor="#eaf5fc"] ;
294 -> 295 ;
296 [label="X[60] <= 0.5\ngini = 0.497\nsamples = 5048\nvalue = [2319, 2729]", fillcolor="#e1f0fb"] ;
295 -> 296 ;
297 [label="X[51] <= 0.5\ngini = 0.497\nsamples = 5018\nvalue = [2309, 2709]", fillcolor="#e2f1fb"] ;
296 -> 297 ;
298 [label="X[53] <= 0.5\ngini = 0.497\nsamples = 4944\nvalue = [2280, 2664]", fillcolor="#e2f1fb"] ;
297 -> 298 ;
299 [label="X[59] <= 0.5\ngini = 0.495\nsamples = 954\nvalue = [429, 525]", fillcolor="#dbedfa"] ;
298 -> 299 ;
300 [label="X[42] <= 0.5\ngini = 0.495\nsamples = 945\nvalue = [426, 519]", fillcolor="#dcedfa"] ;
299 -> 300 ;
301 [label="X[71] <= 0.5\ngini = 0.495\nsamples = 942\nvalue = [425, 517]", fillcolor="#dceefa"] ;
300 -> 301 ;
302 [label="gini = 0.495\nsamples = 539\nvalue = [243, 296]", fillcolor="#dcedfa"] ;
301 -> 302 ;
303 [label="gini = 0.495\nsamples = 403\nvalue = [182, 221]", fillcolor="#dceefa"] ;
301 -> 303 ;
304 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
300 -> 304 ;
305 [label="gini = 0.444\nsamples = 9\nvalue = [3, 6]", fillcolor="#9ccef2"] ;
299 -> 305 ;
306 [label="gini = 0.497\nsamples = 3990\nvalue = [1851, 2139]", fillcolor="#e4f2fb"] ;
298 -> 306 ;
307 [label="gini = 0.477\nsamples = 74\nvalue = [29, 45]", fillcolor="#b9dcf6"] ;
297 -> 307 ;
308 [label="gini = 0.444\nsamples = 30\nvalue = [10, 20]", fillcolor="#9ccef2"] ;
296 -> 308 ;
309 [label="gini = 0.499\nsamples = 17934\nvalue = [8527, 9407]", fillcolor="#ecf6fd"] ;
295 -> 309 ;
310 [label="gini = 0.5\nsamples = 1846\nvalue = [927, 919]", fillcolor="#fffefd"] ;
294 -> 310 ;
311 [label="gini = 0.5\nsamples = 1472\nvalue = [751, 721]", fillcolor="#fefaf7"] ;
293 -> 311 ;
312 [label="gini = 0.489\nsamples = 897\nvalue = [382, 515]", fillcolor="#cce6f8"] ;
292 -> 312 ;
313 [label="gini = 0.433\nsamples = 120\nvalue = [38, 82]", fillcolor="#95caf1"] ;
291 -> 313 ;
314 [label="gini = 0.49\nsamples = 1689\nvalue = [727, 962]", fillcolor="#cfe7f9"] ;
290 -> 314 ;
315 [label="gini = 0.492\nsamples = 3400\nvalue = [1491, 1909]", fillcolor="#d4eaf9"] ;
289 -> 315 ;
316 [label="gini = 0.498\nsamples = 1040\nvalue = [553, 487]", fillcolor="#fcf0e7"] ;
288 -> 316 ;
317 [label="gini = 0.499\nsamples = 4308\nvalue = [2227, 2081]", fillcolor="#fdf7f2"] ;
287 -> 317 ;
318 [label="gini = 0.499\nsamples = 3923\nvalue = [2042, 1881]", fillcolor="#fdf5ef"] ;
286 -> 318 ;
319 [label="gini = 0.49\nsamples = 898\nvalue = [514, 384]", fillcolor="#f8dfcd"] ;
285 -> 319 ;
320 [label="gini = 0.487\nsamples = 890\nvalue = [516, 374]", fillcolor="#f8dcc9"] ;
284 -> 320 ;
321 [label="gini = 0.474\nsamples = 545\nvalue = [335, 210]", fillcolor="#f5d0b5"] ;
283 -> 321 ;
322 [label="gini = 0.411\nsamples = 273\nvalue = [79, 194]", fillcolor="#8ac5f0"] ;
282 -> 322 ;
323 [label="gini = 0.468\nsamples = 900\nvalue = [337, 563]", fillcolor="#b0d8f5"] ;
281 -> 323 ;
324 [label="gini = 0.464\nsamples = 796\nvalue = [291, 505]", fillcolor="#abd5f4"] ;
280 -> 324 ;
325 [label="gini = 0.497\nsamples = 3468\nvalue = [1873, 1595]", fillcolor="#fbece2"] ;
279 -> 325 ;
326 [label="gini = 0.496\nsamples = 3953\nvalue = [2163, 1790]", fillcolor="#fbe9dd"] ;
278 -> 326 ;
327 [label="gini = 0.498\nsamples = 15011\nvalue = [7936, 7075]", fillcolor="#fcf1ea"] ;
277 -> 327 ;
328 [label="gini = 0.48\nsamples = 1713\nvalue = [1027, 686]", fillcolor="#f6d5bd"] ;
276 -> 328 ;
329 [label="gini = 0.449\nsamples = 1331\nvalue = [454, 877]", fillcolor="#9fd0f2"] ;
275 -> 329 ;
330 [label="gini = 0.48\nsamples = 4366\nvalue = [1746, 2620]", fillcolor="#bddef6"] ;
274 -> 330 ;
331 [label="gini = 0.478\nsamples = 11125\nvalue = [4385, 6740]", fillcolor="#baddf6"] ;
273 -> 331 ;
332 [label="X[5] <= 0.5\ngini = 0.486\nsamples = 4206\nvalue = [1751, 2455]", fillcolor="#c6e3f8"] ;
72 -> 332 ;
333 [label="X[1] <= 0.5\ngini = 0.493\nsamples = 1514\nvalue = [666, 848]", fillcolor="#d5eaf9"] ;
332 -> 333 ;
334 [label="X[0] <= 0.5\ngini = 0.492\nsamples = 1486\nvalue = [649, 837]", fillcolor="#d3e9f9"] ;
333 -> 334 ;
335 [label="X[2] <= 0.5\ngini = 0.492\nsamples = 1484\nvalue = [647, 837]", fillcolor="#d2e9f9"] ;
334 -> 335 ;
336 [label="gini = 0.444\nsamples = 9\nvalue = [3, 6]", fillcolor="#9ccef2"] ;
335 -> 336 ;
337 [label="gini = 0.492\nsamples = 1475\nvalue = [644, 831]", fillcolor="#d2e9f9"] ;
335 -> 337 ;
338 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
334 -> 338 ;
339 [label="gini = 0.477\nsamples = 28\nvalue = [17, 11]", fillcolor="#f6d3b9"] ;
333 -> 339 ;
340 [label="gini = 0.481\nsamples = 2692\nvalue = [1085, 1607]", fillcolor="#bfdff7"] ;
332 -> 340 ;
341 [label="X[5] <= 0.5\ngini = 0.488\nsamples = 5198\nvalue = [2200, 2998]", fillcolor="#cae5f8"] ;
71 -> 341 ;
342 [label="X[0] <= 0.5\ngini = 0.494\nsamples = 1911\nvalue = [853, 1058]", fillcolor="#d9ecfa"] ;
341 -> 342 ;
343 [label="X[1] <= 0.5\ngini = 0.494\nsamples = 1906\nvalue = [850, 1056]", fillcolor="#d8ecfa"] ;
342 -> 343 ;
344 [label="X[2] <= 0.5\ngini = 0.494\nsamples = 1846\nvalue = [824, 1022]", fillcolor="#d9ecfa"] ;
343 -> 344 ;
345 [label="gini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#e3f1fb"] ;
344 -> 345 ;
346 [label="gini = 0.494\nsamples = 1833\nvalue = [818, 1015]", fillcolor="#d9ecfa"] ;
344 -> 346 ;
347 [label="gini = 0.491\nsamples = 60\nvalue = [26, 34]", fillcolor="#d0e8f9"] ;
343 -> 347 ;
348 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
342 -> 348 ;
349 [label="gini = 0.484\nsamples = 3287\nvalue = [1347, 1940]", fillcolor="#c2e1f7"] ;
341 -> 349 ;
350 [label="X[5] <= 0.5\ngini = 0.491\nsamples = 5025\nvalue = [2853, 2172]", fillcolor="#f9e1d0"] ;
70 -> 350 ;
351 [label="X[3] <= 0.5\ngini = 0.476\nsamples = 2015\nvalue = [1226, 789]", fillcolor="#f6d2b8"] ;
350 -> 351 ;
352 [label="X[1] <= 0.5\ngini = 0.476\nsamples = 1999\nvalue = [1220, 779]", fillcolor="#f6d1b7"] ;
351 -> 352 ;
353 [label="gini = 0.476\nsamples = 1972\nvalue = [1200, 772]", fillcolor="#f6d2b8"] ;
352 -> 353 ;
354 [label="gini = 0.384\nsamples = 27\nvalue = [20, 7]", fillcolor="#eead7e"] ;
352 -> 354 ;
355 [label="gini = 0.469\nsamples = 16\nvalue = [6, 10]", fillcolor="#b0d8f5"] ;
351 -> 355 ;
356 [label="gini = 0.497\nsamples = 3010\nvalue = [1627, 1383]", fillcolor="#fbece1"] ;
350 -> 356 ;
357 [label="X[2] <= 0.5\ngini = 0.482\nsamples = 2718\nvalue = [1619, 1099]", fillcolor="#f7d7bf"] ;
69 -> 357 ;
358 [label="X[3] <= 0.5\ngini = 0.494\nsamples = 1605\nvalue = [887, 718]", fillcolor="#fae7d9"] ;
357 -> 358 ;
359 [label="X[0] <= 0.5\ngini = 0.494\nsamples = 1600\nvalue = [886, 714]", fillcolor="#fae7d9"] ;
358 -> 359 ;
360 [label="X[1] <= 0.5\ngini = 0.494\nsamples = 1599\nvalue = [885, 714]", fillcolor="#fae7d9"] ;
359 -> 360 ;
361 [label="gini = 0.494\nsamples = 1588\nvalue = [880, 708]", fillcolor="#fae6d8"] ;
360 -> 361 ;
362 [label="gini = 0.496\nsamples = 11\nvalue = [5, 6]", fillcolor="#deeffb"] ;
360 -> 362 ;
363 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
359 -> 363 ;
364 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ;
358 -> 364 ;
365 [label="gini = 0.45\nsamples = 1113\nvalue = [732, 381]", fillcolor="#f3c3a0"] ;
357 -> 365 ;
366 [label="X[5] <= 0.5\ngini = 0.481\nsamples = 2845\nvalue = [1699, 1146]", fillcolor="#f7d6bf"] ;
68 -> 366 ;
367 [label="X[1] <= 0.5\ngini = 0.493\nsamples = 1002\nvalue = [561, 441]", fillcolor="#f9e4d5"] ;
366 -> 367 ;
368 [label="X[2] <= 0.5\ngini = 0.494\nsamples = 987\nvalue = [549, 438]", fillcolor="#fae6d7"] ;
367 -> 368 ;
369 [label="X[3] <= 0.5\ngini = 0.482\nsamples = 32\nvalue = [13, 19]", fillcolor="#c0e0f7"] ;
368 -> 369 ;
370 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
369 -> 370 ;
371 [label="gini = 0.485\nsamples = 29\nvalue = [12, 17]", fillcolor="#c5e2f7"] ;
369 -> 371 ;
372 [label="gini = 0.492\nsamples = 955\nvalue = [536, 419]", fillcolor="#f9e3d4"] ;
368 -> 372 ;
373 [label="gini = 0.32\nsamples = 15\nvalue = [12, 3]", fillcolor="#eca06a"] ;
367 -> 373 ;
374 [label="gini = 0.472\nsamples = 1843\nvalue = [1138, 705]", fillcolor="#f5cfb4"] ;
366 -> 374 ;
375 [label="X[3] <= 0.5\ngini = 0.5\nsamples = 235245\nvalue = [119716, 115529]", fillcolor="#fefbf8"] ;
67 -> 375 ;
376 [label="X[1] <= 0.5\ngini = 0.5\nsamples = 232223\nvalue = [118396, 113827]", fillcolor="#fefaf7"] ;
375 -> 376 ;
377 [label="X[5] <= 0.5\ngini = 0.5\nsamples = 228825\nvalue = [116483, 112342]", fillcolor="#fefbf8"] ;
376 -> 377 ;
378 [label="X[2] <= 0.5\ngini = 0.5\nsamples = 84733\nvalue = [43433, 41300]", fillcolor="#fef9f5"] ;
377 -> 378 ;
379 [label="gini = 0.499\nsamples = 120\nvalue = [62, 58]", fillcolor="#fdf7f2"] ;
378 -> 379 ;
380 [label="gini = 0.5\nsamples = 84613\nvalue = [43371, 41242]", fillcolor="#fef9f5"] ;
378 -> 380 ;
381 [label="gini = 0.5\nsamples = 144092\nvalue = [73050, 71042]", fillcolor="#fefcfa"] ;
377 -> 381 ;
382 [label="gini = 0.492\nsamples = 3398\nvalue = [1913, 1485]", fillcolor="#f9e3d3"] ;
376 -> 382 ;
383 [label="gini = 0.492\nsamples = 3022\nvalue = [1320, 1702]", fillcolor="#d3e9f9"] ;
375 -> 383 ;
384 [label="X[2] <= 0.5\ngini = 0.497\nsamples = 23868\nvalue = [12870, 10998]", fillcolor="#fbede2"] ;
66 -> 384 ;
385 [label="X[3] <= 0.5\ngini = 0.496\nsamples = 12409\nvalue = [6738, 5671]", fillcolor="#fbebe0"] ;
384 -> 385 ;
386 [label="X[0] <= 0.5\ngini = 0.496\nsamples = 12282\nvalue = [6663, 5619]", fillcolor="#fbebe0"] ;
385 -> 386 ;
387 [label="X[1] <= 0.5\ngini = 0.496\nsamples = 12274\nvalue = [6659, 5615]", fillcolor="#fbebe0"] ;
386 -> 387 ;
388 [label="gini = 0.496\nsamples = 12191\nvalue = [6613, 5578]", fillcolor="#fbebe0"] ;
387 -> 388 ;
389 [label="gini = 0.494\nsamples = 83\nvalue = [46, 37]", fillcolor="#fae6d8"] ;
387 -> 389 ;
390 [label="gini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#ffffff"] ;
386 -> 390 ;
391 [label="gini = 0.484\nsamples = 127\nvalue = [75, 52]", fillcolor="#f7d8c2"] ;
385 -> 391 ;
392 [label="gini = 0.498\nsamples = 11459\nvalue = [6132, 5327]", fillcolor="#fceee5"] ;
384 -> 392 ;
393 [label="X[0] <= 0.5\ngini = 0.47\nsamples = 2291\nvalue = [1428, 863]", fillcolor="#f5cdb1"] ;
65 -> 393 ;
394 [label="X[5] <= 0.5\ngini = 0.469\nsamples = 2289\nvalue = [1428, 861]", fillcolor="#f5cdb0"] ;
393 -> 394 ;
395 [label="X[2] <= 0.5\ngini = 0.464\nsamples = 947\nvalue = [601, 346]", fillcolor="#f4caab"] ;
394 -> 395 ;
396 [label="X[3] <= 0.5\ngini = 0.401\nsamples = 18\nvalue = [13, 5]", fillcolor="#efb185"] ;
395 -> 396 ;
397 [label="gini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#f0b78e"] ;
396 -> 397 ;
398 [label="gini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ;
396 -> 398 ;
399 [label="gini = 0.465\nsamples = 929\nvalue = [588, 341]", fillcolor="#f4caac"] ;
395 -> 399 ;
400 [label="gini = 0.473\nsamples = 1342\nvalue = [827, 515]", fillcolor="#f5cfb4"] ;
394 -> 400 ;
401 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
393 -> 401 ;
402 [label="X[2] <= 0.5\ngini = 0.395\nsamples = 678\nvalue = [494, 184]", fillcolor="#efb083"] ;
64 -> 402 ;
403 [label="X[5] <= 0.5\ngini = 0.444\nsamples = 375\nvalue = [250, 125]", fillcolor="#f2c09c"] ;
402 -> 403 ;
404 [label="X[1] <= 0.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#6ab6ec"] ;
403 -> 404 ;
405 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
404 -> 405 ;
406 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ;
404 -> 406 ;
407 [label="gini = 0.436\nsamples = 365\nvalue = [248, 117]", fillcolor="#f1bc96"] ;
403 -> 407 ;
408 [label="gini = 0.314\nsamples = 303\nvalue = [244, 59]", fillcolor="#eb9f69"] ;
402 -> 408 ;
409 [label="X[5] <= 0.5\ngini = 0.433\nsamples = 1460\nvalue = [997, 463]", fillcolor="#f1bc95"] ;
63 -> 409 ;
410 [label="X[0] <= 0.5\ngini = 0.397\nsamples = 505\nvalue = [367, 138]", fillcolor="#efb083"] ;
409 -> 410 ;
411 [label="X[2] <= 0.5\ngini = 0.396\nsamples = 504\nvalue = [367, 137]", fillcolor="#efb083"] ;
410 -> 411 ;
412 [label="X[1] <= 0.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]", fillcolor="#e99457"] ;
411 -> 412 ;
413 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
412 -> 413 ;
414 [label="gini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ;
412 -> 414 ;
415 [label="gini = 0.4\nsamples = 489\nvalue = [354, 135]", fillcolor="#efb185"] ;
411 -> 415 ;
416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
410 -> 416 ;
417 [label="gini = 0.449\nsamples = 955\nvalue = [630, 325]", fillcolor="#f2c29f"] ;
409 -> 417 ;
418 [label="X[5] <= 0.5\ngini = 0.43\nsamples = 1379\nvalue = [432, 947]", fillcolor="#93caf1"] ;
62 -> 418 ;
419 [label="X[3] <= 0.5\ngini = 0.467\nsamples = 446\nvalue = [166, 280]", fillcolor="#aed7f4"] ;
418 -> 419 ;
420 [label="X[0] <= 0.5\ngini = 0.463\nsamples = 435\nvalue = [158, 277]", fillcolor="#aad5f4"] ;
419 -> 420 ;
421 [label="X[1] <= 0.5\ngini = 0.463\nsamples = 434\nvalue = [158, 276]", fillcolor="#aad5f4"] ;
420 -> 421 ;
422 [label="gini = 0.464\nsamples = 421\nvalue = [154, 267]", fillcolor="#abd6f4"] ;
421 -> 422 ;
423 [label="gini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#91c9f1"] ;
421 -> 423 ;
424 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
420 -> 424 ;
425 [label="gini = 0.397\nsamples = 11\nvalue = [8, 3]", fillcolor="#efb083"] ;
419 -> 425 ;
426 [label="gini = 0.408\nsamples = 933\nvalue = [266, 667]", fillcolor="#88c4ef"] ;
418 -> 426 ;
427 [label="X[1] <= 0.5\ngini = 0.476\nsamples = 4144\nvalue = [1621, 2523]", fillcolor="#b8dcf6"] ;
61 -> 427 ;
428 [label="X[3] <= 0.5\ngini = 0.476\nsamples = 4109\nvalue = [1602, 2507]", fillcolor="#b8dcf6"] ;
427 -> 428 ;
429 [label="X[0] <= 0.5\ngini = 0.476\nsamples = 4086\nvalue = [1596, 2490]", fillcolor="#b8dcf6"] ;
428 -> 429 ;
430 [label="X[5] <= 0.5\ngini = 0.476\nsamples = 4084\nvalue = [1596, 2488]", fillcolor="#b8dcf6"] ;
429 -> 430 ;
431 [label="gini = 0.473\nsamples = 2107\nvalue = [808, 1299]", fillcolor="#b4daf5"] ;
430 -> 431 ;
432 [label="gini = 0.479\nsamples = 1977\nvalue = [788, 1189]", fillcolor="#bcdef6"] ;
430 -> 432 ;
433 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
429 -> 433 ;
434 [label="gini = 0.386\nsamples = 23\nvalue = [6, 17]", fillcolor="#7fc0ee"] ;
428 -> 434 ;
435 [label="gini = 0.496\nsamples = 35\nvalue = [19, 16]", fillcolor="#fbebe0"] ;
427 -> 435 ;
436 [label="X[5] <= 0.5\ngini = 0.483\nsamples = 7360\nvalue = [3007, 4353]", fillcolor="#c2e1f7"] ;
60 -> 436 ;
437 [label="X[3] <= 0.5\ngini = 0.485\nsamples = 5775\nvalue = [2387, 3388]", fillcolor="#c4e2f7"] ;
436 -> 437 ;
438 [label="X[2] <= 0.5\ngini = 0.485\nsamples = 5653\nvalue = [2333, 3320]", fillcolor="#c4e2f7"] ;
437 -> 438 ;
439 [label="gini = 0.48\nsamples = 15\nvalue = [6, 9]", fillcolor="#bddef6"] ;
438 -> 439 ;
440 [label="gini = 0.485\nsamples = 5638\nvalue = [2327, 3311]", fillcolor="#c4e2f7"] ;
438 -> 440 ;
441 [label="gini = 0.493\nsamples = 122\nvalue = [54, 68]", fillcolor="#d6ebfa"] ;
437 -> 441 ;
442 [label="gini = 0.476\nsamples = 1585\nvalue = [620, 965]", fillcolor="#b8dcf6"] ;
436 -> 442 ;
443 [label="X[2] <= 0.5\ngini = 0.395\nsamples = 1279\nvalue = [933, 346]", fillcolor="#efb082"] ;
59 -> 443 ;
444 [label="X[0] <= 0.5\ngini = 0.44\nsamples = 581\nvalue = [391, 190]", fillcolor="#f2be99"] ;
443 -> 444 ;
445 [label="X[1] <= 0.5\ngini = 0.439\nsamples = 580\nvalue = [391, 189]", fillcolor="#f2be99"] ;
444 -> 445 ;
446 [label="X[3] <= 0.5\ngini = 0.438\nsamples = 577\nvalue = [390, 187]", fillcolor="#f1bd98"] ;
445 -> 446 ;
447 [label="gini = 0.439\nsamples = 576\nvalue = [389, 187]", fillcolor="#f1be98"] ;
446 -> 447 ;
448 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
446 -> 448 ;
449 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
445 -> 449 ;
450 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
444 -> 450 ;
451 [label="gini = 0.347\nsamples = 698\nvalue = [542, 156]", fillcolor="#eca572"] ;
443 -> 451 ;
452 [label="X[2] <= 0.5\ngini = 0.494\nsamples = 24553\nvalue = [13666, 10887]", fillcolor="#fae5d7"] ;
58 -> 452 ;
453 [label="X[3] <= 0.5\ngini = 0.491\nsamples = 16382\nvalue = [9299, 7083]", fillcolor="#f9e1d0"] ;
452 -> 453 ;
454 [label="X[0] <= 0.5\ngini = 0.491\nsamples = 16343\nvalue = [9274, 7069]", fillcolor="#f9e1d0"] ;
453 -> 454 ;
455 [label="X[5] <= 0.5\ngini = 0.491\nsamples = 16331\nvalue = [9268, 7063]", fillcolor="#f9e1d0"] ;
454 -> 455 ;
456 [label="gini = 0.49\nsamples = 181\nvalue = [103, 78]", fillcolor="#f9e0cf"] ;
455 -> 456 ;
457 [label="gini = 0.491\nsamples = 16150\nvalue = [9165, 6985]", fillcolor="#f9e1d0"] ;
455 -> 457 ;
458 [label="gini = 0.5\nsamples = 12\nvalue = [6, 6]", fillcolor="#ffffff"] ;
454 -> 458 ;
459 [label="gini = 0.46\nsamples = 39\nvalue = [25, 14]", fillcolor="#f4c8a8"] ;
453 -> 459 ;
460 [label="gini = 0.498\nsamples = 8171\nvalue = [4367, 3804]", fillcolor="#fcefe5"] ;
452 -> 460 ;
461 [label="X[0] <= 0.5\ngini = 0.438\nsamples = 2402\nvalue = [1623, 779]", fillcolor="#f1bd98"] ;
57 -> 461 ;
462 [label="X[3] <= 0.5\ngini = 0.438\nsamples = 2400\nvalue = [1621, 779]", fillcolor="#f1be98"] ;
461 -> 462 ;
463 [label="X[1] <= 0.5\ngini = 0.438\nsamples = 2394\nvalue = [1618, 776]", fillcolor="#f1bd98"] ;
462 -> 463 ;
464 [label="X[2] <= 0.5\ngini = 0.439\nsamples = 2384\nvalue = [1610, 774]", fillcolor="#f1be98"] ;
463 -> 464 ;
465 [label="gini = 0.439\nsamples = 1800\nvalue = [1215, 585]", fillcolor="#f2be98"] ;
464 -> 465 ;
466 [label="gini = 0.438\nsamples = 584\nvalue = [395, 189]", fillcolor="#f1bd98"] ;
464 -> 466 ;
467 [label="gini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#eca06a"] ;
463 -> 467 ;
468 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#ffffff"] ;
462 -> 468 ;
469 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
461 -> 469 ;
470 [label="X[2] <= 0.5\ngini = 0.448\nsamples = 2843\nvalue = [1882, 961]", fillcolor="#f2c19e"] ;
56 -> 470 ;
471 [label="X[3] <= 0.5\ngini = 0.445\nsamples = 1788\nvalue = [1190, 598]", fillcolor="#f2c09c"] ;
470 -> 471 ;
472 [label="X[1] <= 0.5\ngini = 0.445\nsamples = 1781\nvalue = [1186, 595]", fillcolor="#f2c09c"] ;
471 -> 472 ;
473 [label="gini = 0.445\nsamples = 1764\nvalue = [1174, 590]", fillcolor="#f2c09d"] ;
472 -> 473 ;
474 [label="gini = 0.415\nsamples = 17\nvalue = [12, 5]", fillcolor="#f0b58b"] ;
472 -> 474 ;
475 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
471 -> 475 ;
476 [label="gini = 0.451\nsamples = 1055\nvalue = [692, 363]", fillcolor="#f3c3a1"] ;
470 -> 476 ;
477 [label="X[2] <= 0.5\ngini = 0.382\nsamples = 1165\nvalue = [300, 865]", fillcolor="#7ebfee"] ;
55 -> 477 ;
478 [label="X[1] <= 0.5\ngini = 0.419\nsamples = 709\nvalue = [212, 497]", fillcolor="#8dc7f0"] ;
477 -> 478 ;
479 [label="X[5] <= 0.5\ngini = 0.415\nsamples = 700\nvalue = [206, 494]", fillcolor="#8cc6f0"] ;
478 -> 479 ;
480 [label="gini = 0.444\nsamples = 9\nvalue = [3, 6]", fillcolor="#9ccef2"] ;
479 -> 480 ;
481 [label="gini = 0.415\nsamples = 691\nvalue = [203, 488]", fillcolor="#8bc6f0"] ;
479 -> 481 ;
482 [label="gini = 0.444\nsamples = 9\nvalue = [6, 3]", fillcolor="#f2c09c"] ;
478 -> 482 ;
483 [label="gini = 0.311\nsamples = 456\nvalue = [88, 368]", fillcolor="#68b4eb"] ;
477 -> 483 ;
484 [label="X[3] <= 0.5\ngini = 0.478\nsamples = 6442\nvalue = [2547, 3895]", fillcolor="#baddf6"] ;
54 -> 484 ;
485 [label="X[1] <= 0.5\ngini = 0.48\nsamples = 6265\nvalue = [2506, 3759]", fillcolor="#bddef6"] ;
484 -> 485 ;
486 [label="X[2] <= 0.5\ngini = 0.481\nsamples = 6167\nvalue = [2477, 3690]", fillcolor="#bedff6"] ;
485 -> 486 ;
487 [label="X[0] <= 0.5\ngini = 0.482\nsamples = 4635\nvalue = [1872, 2763]", fillcolor="#bfdff7"] ;
486 -> 487 ;
488 [label="gini = 0.482\nsamples = 4625\nvalue = [1868, 2757]", fillcolor="#bfdff7"] ;
487 -> 488 ;
489 [label="gini = 0.48\nsamples = 10\nvalue = [4, 6]", fillcolor="#bddef6"] ;
487 -> 489 ;
490 [label="gini = 0.478\nsamples = 1532\nvalue = [605, 927]", fillcolor="#baddf6"] ;
486 -> 490 ;
491 [label="gini = 0.417\nsamples = 98\nvalue = [29, 69]", fillcolor="#8cc6f0"] ;
485 -> 491 ;
492 [label="gini = 0.356\nsamples = 177\nvalue = [41, 136]", fillcolor="#75bbed"] ;
484 -> 492 ;
493 [label="X[5] <= 0.5\ngini = 0.359\nsamples = 1164\nvalue = [891, 273]", fillcolor="#eda876"] ;
53 -> 493 ;
494 [label="X[1] <= 0.5\ngini = 0.33\nsamples = 595\nvalue = [471, 124]", fillcolor="#eca26d"] ;
493 -> 494 ;
495 [label="X[3] <= 0.5\ngini = 0.334\nsamples = 586\nvalue = [462, 124]", fillcolor="#eca36e"] ;
494 -> 495 ;
496 [label="gini = 0.334\nsamples = 581\nvalue = [458, 123]", fillcolor="#eca36e"] ;
495 -> 496 ;
497 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ;
495 -> 497 ;
498 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ;
494 -> 498 ;
499 [label="gini = 0.387\nsamples = 569\nvalue = [420, 149]", fillcolor="#eeae7f"] ;
493 -> 499 ;
500 [label="X[3] <= 0.5\ngini = 0.474\nsamples = 6706\nvalue = [2594, 4112]", fillcolor="#b6dbf5"] ;
52 -> 500 ;
501 [label="X[2] <= 0.5\ngini = 0.474\nsamples = 6658\nvalue = [2571, 4087]", fillcolor="#b6dbf5"] ;
500 -> 501 ;
502 [label="X[5] <= 0.5\ngini = 0.478\nsamples = 2353\nvalue = [930, 1423]", fillcolor="#baddf6"] ;
501 -> 502 ;
503 [label="gini = 0.49\nsamples = 21\nvalue = [9, 12]", fillcolor="#cee6f8"] ;
502 -> 503 ;
504 [label="gini = 0.478\nsamples = 2332\nvalue = [921, 1411]", fillcolor="#baddf6"] ;
502 -> 504 ;
505 [label="gini = 0.472\nsamples = 4305\nvalue = [1641, 2664]", fillcolor="#b3d9f5"] ;
501 -> 505 ;
506 [label="gini = 0.499\nsamples = 48\nvalue = [23, 25]", fillcolor="#eff7fd"] ;
500 -> 506 ;
507 [label="X[2] <= 0.5\ngini = 0.494\nsamples = 27871\nvalue = [12391, 15480]", fillcolor="#d7ebfa"] ;
51 -> 507 ;
508 [label="X[1] <= 0.5\ngini = 0.498\nsamples = 15175\nvalue = [7131, 8044]", fillcolor="#e9f4fc"] ;
507 -> 508 ;
509 [label="X[5] <= 0.5\ngini = 0.498\nsamples = 14997\nvalue = [7013, 7984]", fillcolor="#e7f3fc"] ;
508 -> 509 ;
510 [label="X[0] <= 0.5\ngini = 0.5\nsamples = 685\nvalue = [338, 347]", fillcolor="#fafcfe"] ;
509 -> 510 ;
511 [label="gini = 0.5\nsamples = 679\nvalue = [334, 345]", fillcolor="#f9fcfe"] ;
510 -> 511 ;
512 [label="gini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ;
510 -> 512 ;
513 [label="gini = 0.498\nsamples = 14312\nvalue = [6675, 7637]", fillcolor="#e6f3fc"] ;
509 -> 513 ;
514 [label="gini = 0.447\nsamples = 178\nvalue = [118, 60]", fillcolor="#f2c19e"] ;
508 -> 514 ;
515 [label="gini = 0.485\nsamples = 12696\nvalue = [5260, 7436]", fillcolor="#c5e2f7"] ;
507 -> 515 ;
516 [label="X[2] <= 0.5\ngini = 0.461\nsamples = 4754\nvalue = [1711, 3043]", fillcolor="#a8d4f4"] ;
50 -> 516 ;
517 [label="X[1] <= 0.5\ngini = 0.452\nsamples = 3354\nvalue = [1158, 2196]", fillcolor="#a1d1f3"] ;
516 -> 517 ;
518 [label="X[5] <= 0.5\ngini = 0.452\nsamples = 3342\nvalue = [1155, 2187]", fillcolor="#a2d1f3"] ;
517 -> 518 ;
519 [label="gini = 0.432\nsamples = 19\nvalue = [6, 13]", fillcolor="#94caf1"] ;
518 -> 519 ;
520 [label="gini = 0.452\nsamples = 3323\nvalue = [1149, 2174]", fillcolor="#a2d1f3"] ;
518 -> 520 ;
521 [label="gini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#7bbeee"] ;
517 -> 521 ;
522 [label="gini = 0.478\nsamples = 1400\nvalue = [553, 847]", fillcolor="#baddf6"] ;
516 -> 522 ;
523 [label="X[1] <= 0.5\ngini = 0.485\nsamples = 13853\nvalue = [5746, 8107]", fillcolor="#c5e2f7"] ;
49 -> 523 ;
524 [label="X[0] <= 0.5\ngini = 0.485\nsamples = 13744\nvalue = [5680, 8064]", fillcolor="#c4e2f7"] ;
523 -> 524 ;
525 [label="X[5] <= 0.5\ngini = 0.485\nsamples = 13742\nvalue = [5678, 8064]", fillcolor="#c4e2f7"] ;
524 -> 525 ;
526 [label="X[2] <= 0.5\ngini = 0.486\nsamples = 7248\nvalue = [3022, 4226]", fillcolor="#c7e3f8"] ;
525 -> 526 ;
527 [label="gini = 0.494\nsamples = 180\nvalue = [80, 100]", fillcolor="#d7ebfa"] ;
526 -> 527 ;
528 [label="gini = 0.486\nsamples = 7068\nvalue = [2942, 4126]", fillcolor="#c6e3f8"] ;
526 -> 528 ;
529 [label="gini = 0.483\nsamples = 6494\nvalue = [2656, 3838]", fillcolor="#c2e1f7"] ;
525 -> 529 ;
530 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
524 -> 530 ;
531 [label="gini = 0.478\nsamples = 109\nvalue = [66, 43]", fillcolor="#f6d3ba"] ;
523 -> 531 ;
532 [label="X[1] <= 0.5\ngini = 0.398\nsamples = 1928\nvalue = [528, 1400]", fillcolor="#84c2ef"] ;
48 -> 532 ;
533 [label="X[5] <= 0.5\ngini = 0.396\nsamples = 1906\nvalue = [518, 1388]", fillcolor="#83c2ef"] ;
532 -> 533 ;
534 [label="X[3] <= 0.5\ngini = 0.366\nsamples = 436\nvalue = [105, 331]", fillcolor="#78bced"] ;
533 -> 534 ;
535 [label="gini = 0.367\nsamples = 421\nvalue = [102, 319]", fillcolor="#78bced"] ;
534 -> 535 ;
536 [label="gini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#6ab6ec"] ;
534 -> 536 ;
537 [label="gini = 0.404\nsamples = 1470\nvalue = [413, 1057]", fillcolor="#86c3ef"] ;
533 -> 537 ;
538 [label="gini = 0.496\nsamples = 22\nvalue = [10, 12]", fillcolor="#deeffb"] ;
532 -> 538 ;
539 [label="X[5] <= 0.5\ngini = 0.338\nsamples = 1242\nvalue = [267, 975]", fillcolor="#6fb8ec"] ;
47 -> 539 ;
540 [label="X[0] <= 0.5\ngini = 0.284\nsamples = 649\nvalue = [111, 538]", fillcolor="#62b1ea"] ;
539 -> 540 ;
541 [label="X[2] <= 0.5\ngini = 0.284\nsamples = 648\nvalue = [111, 537]", fillcolor="#62b1ea"] ;
540 -> 541 ;
542 [label="gini = 0.245\nsamples = 7\nvalue = [1, 6]", fillcolor="#5aade9"] ;
541 -> 542 ;
543 [label="gini = 0.284\nsamples = 641\nvalue = [110, 531]", fillcolor="#62b1ea"] ;
541 -> 543 ;
544 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
540 -> 544 ;
545 [label="gini = 0.388\nsamples = 593\nvalue = [156, 437]", fillcolor="#80c0ee"] ;
539 -> 545 ;
546 [label="X[0] <= 0.5\ngini = 0.403\nsamples = 2431\nvalue = [681, 1750]", fillcolor="#86c3ef"] ;
46 -> 546 ;
547 [label="X[2] <= 0.5\ngini = 0.403\nsamples = 2430\nvalue = [680, 1750]", fillcolor="#86c3ef"] ;
546 -> 547 ;
548 [label="X[3] <= 0.5\ngini = 0.408\nsamples = 1952\nvalue = [557, 1395]", fillcolor="#88c4ef"] ;
547 -> 548 ;
549 [label="X[1] <= 0.5\ngini = 0.408\nsamples = 1931\nvalue = [552, 1379]", fillcolor="#88c4ef"] ;
548 -> 549 ;
550 [label="gini = 0.408\nsamples = 1909\nvalue = [545, 1364]", fillcolor="#88c4ef"] ;
549 -> 550 ;
551 [label="gini = 0.434\nsamples = 22\nvalue = [7, 15]", fillcolor="#95cbf1"] ;
549 -> 551 ;
552 [label="gini = 0.363\nsamples = 21\nvalue = [5, 16]", fillcolor="#77bced"] ;
548 -> 552 ;
553 [label="gini = 0.382\nsamples = 478\nvalue = [123, 355]", fillcolor="#7ebfee"] ;
547 -> 553 ;
554 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
546 -> 554 ;
555 [label="X[5] <= 0.5\ngini = 0.332\nsamples = 1319\nvalue = [1042, 277]", fillcolor="#eca26e"] ;
45 -> 555 ;
556 [label="X[1] <= 0.5\ngini = 0.388\nsamples = 353\nvalue = [260, 93]", fillcolor="#eeae80"] ;
555 -> 556 ;
557 [label="X[2] <= 0.5\ngini = 0.376\nsamples = 319\nvalue = [239, 80]", fillcolor="#eeab7b"] ;
556 -> 557 ;
558 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
557 -> 558 ;
559 [label="gini = 0.378\nsamples = 316\nvalue = [236, 80]", fillcolor="#eeac7c"] ;
557 -> 559 ;
560 [label="gini = 0.472\nsamples = 34\nvalue = [21, 13]", fillcolor="#f5cfb4"] ;
556 -> 560 ;
561 [label="gini = 0.308\nsamples = 966\nvalue = [782, 184]", fillcolor="#eb9f68"] ;
555 -> 561 ;
562 [label="X[3] <= 0.5\ngini = 0.374\nsamples = 2015\nvalue = [502, 1513]", fillcolor="#7bbeee"] ;
44 -> 562 ;
563 [label="X[5] <= 0.5\ngini = 0.375\nsamples = 2004\nvalue = [502, 1502]", fillcolor="#7bbeee"] ;
562 -> 563 ;
564 [label="X[0] <= 0.5\ngini = 0.363\nsamples = 943\nvalue = [225, 718]", fillcolor="#77bced"] ;
563 -> 564 ;
565 [label="X[2] <= 0.5\ngini = 0.364\nsamples = 942\nvalue = [225, 717]", fillcolor="#77bced"] ;
564 -> 565 ;
566 [label="gini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#7bbeee"] ;
565 -> 566 ;
567 [label="gini = 0.364\nsamples = 934\nvalue = [223, 711]", fillcolor="#77bced"] ;
565 -> 567 ;
568 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
564 -> 568 ;
569 [label="gini = 0.386\nsamples = 1061\nvalue = [277, 784]", fillcolor="#7fc0ee"] ;
563 -> 569 ;
570 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]", fillcolor="#399de5"] ;
562 -> 570 ;
571 [label="X[5] <= 0.5\ngini = 0.453\nsamples = 5763\nvalue = [2001, 3762]", fillcolor="#a2d1f3"] ;
43 -> 571 ;
572 [label="X[1] <= 0.5\ngini = 0.448\nsamples = 4215\nvalue = [1428, 2787]", fillcolor="#9ecff2"] ;
571 -> 572 ;
573 [label="X[0] <= 0.5\ngini = 0.448\nsamples = 4204\nvalue = [1423, 2781]", fillcolor="#9ecff2"] ;
572 -> 573 ;
574 [label="X[2] <= 0.5\ngini = 0.448\nsamples = 4203\nvalue = [1423, 2780]", fillcolor="#9ecff2"] ;
573 -> 574 ;
575 [label="gini = 0.439\nsamples = 166\nvalue = [54, 112]", fillcolor="#98ccf2"] ;
574 -> 575 ;
576 [label="gini = 0.448\nsamples = 4037\nvalue = [1369, 2668]", fillcolor="#9fcff2"] ;
574 -> 576 ;
577 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
573 -> 577 ;
578 [label="gini = 0.496\nsamples = 11\nvalue = [5, 6]", fillcolor="#deeffb"] ;
572 -> 578 ;
579 [label="gini = 0.466\nsamples = 1548\nvalue = [573, 975]", fillcolor="#add7f4"] ;
571 -> 579 ;
580 [label="X[108] <= 0.5\ngini = 0.475\nsamples = 9366\nvalue = [5731, 3635]", fillcolor="#f5d1b7"] ;
42 -> 580 ;
581 [label="X[72] <= 0.5\ngini = 0.496\nsamples = 3095\nvalue = [1687, 1408]", fillcolor="#fbeade"] ;
580 -> 581 ;
582 [label="X[17] <= 0.5\ngini = 0.495\nsamples = 3065\nvalue = [1683, 1382]", fillcolor="#fae8dc"] ;
581 -> 582 ;
583 [label="X[24] <= 0.5\ngini = 0.497\nsamples = 2831\nvalue = [1523, 1308]", fillcolor="#fbede3"] ;
582 -> 583 ;
584 [label="X[29] <= 0.5\ngini = 0.498\nsamples = 2812\nvalue = [1504, 1308]", fillcolor="#fcefe5"] ;
583 -> 584 ;
585 [label="X[101] <= 0.5\ngini = 0.498\nsamples = 2788\nvalue = [1483, 1305]", fillcolor="#fcf0e7"] ;
584 -> 585 ;
586 [label="X[65] <= 0.5\ngini = 0.497\nsamples = 2660\nvalue = [1433, 1227]", fillcolor="#fbede3"] ;
585 -> 586 ;
587 [label="X[23] <= 0.5\ngini = 0.498\nsamples = 2509\nvalue = [1335, 1174]", fillcolor="#fcf0e7"] ;
586 -> 587 ;
588 [label="X[78] <= 0.5\ngini = 0.499\nsamples = 2400\nvalue = [1263, 1137]", fillcolor="#fcf2eb"] ;
587 -> 588 ;
589 [label="X[75] <= 0.5\ngini = 0.498\nsamples = 2390\nvalue = [1262, 1128]", fillcolor="#fcf2ea"] ;
588 -> 589 ;
590 [label="X[70] <= 0.5\ngini = 0.498\nsamples = 2341\nvalue = [1245, 1096]", fillcolor="#fcf0e7"] ;
589 -> 590 ;
591 [label="X[71] <= 0.5\ngini = 0.498\nsamples = 2332\nvalue = [1244, 1088]", fillcolor="#fcefe6"] ;
590 -> 591 ;
592 [label="X[22] <= 0.5\ngini = 0.497\nsamples = 2315\nvalue = [1240, 1075]", fillcolor="#fceee5"] ;
591 -> 592 ;
593 [label="X[18] <= 0.5\ngini = 0.498\nsamples = 2267\nvalue = [1206, 1061]", fillcolor="#fcf0e7"] ;
592 -> 593 ;
594 [label="X[96] <= 0.5\ngini = 0.499\nsamples = 2110\nvalue = [1108, 1002]", fillcolor="#fdf3ec"] ;
593 -> 594 ;
595 [label="X[34] <= 0.5\ngini = 0.498\nsamples = 2039\nvalue = [1080, 959]", fillcolor="#fcf1e9"] ;
594 -> 595 ;
596 [label="X[86] <= 0.5\ngini = 0.498\nsamples = 2034\nvalue = [1075, 959]", fillcolor="#fcf1ea"] ;
595 -> 596 ;
597 [label="X[80] <= 0.5\ngini = 0.498\nsamples = 2019\nvalue = [1071, 948]", fillcolor="#fcf1e8"] ;
596 -> 597 ;
598 [label="X[57] <= 0.5\ngini = 0.497\nsamples = 1921\nvalue = [1029, 892]", fillcolor="#fceee5"] ;
597 -> 598 ;
599 [label="X[41] <= 0.5\ngini = 0.497\nsamples = 1899\nvalue = [1022, 877]", fillcolor="#fbede3"] ;
598 -> 599 ;
600 [label="X[106] <= 0.5\ngini = 0.497\nsamples = 1868\nvalue = [1011, 857]", fillcolor="#fbece1"] ;
599 -> 600 ;
601 [label="X[76] <= 0.5\ngini = 0.496\nsamples = 1824\nvalue = [994, 830]", fillcolor="#fbeade"] ;
600 -> 601 ;
602 [label="X[92] <= 0.5\ngini = 0.495\nsamples = 1751\nvalue = [963, 788]", fillcolor="#fae8db"] ;
601 -> 602 ;
603 [label="X[90] <= 0.5\ngini = 0.493\nsamples = 1505\nvalue = [843, 662]", fillcolor="#f9e4d4"] ;
602 -> 603 ;
604 [label="X[102] <= 0.5\ngini = 0.492\nsamples = 1493\nvalue = [840, 653]", fillcolor="#f9e3d3"] ;
603 -> 604 ;
605 [label="X[105] <= 0.5\ngini = 0.491\nsamples = 1457\nvalue = [826, 631]", fillcolor="#f9e1d0"] ;
604 -> 605 ;
606 [label="X[83] <= 0.5\ngini = 0.49\nsamples = 1427\nvalue = [814, 613]", fillcolor="#f9e0ce"] ;
605 -> 606 ;
607 [label="X[37] <= 0.5\ngini = 0.489\nsamples = 1412\nvalue = [809, 603]", fillcolor="#f8dfcd"] ;
606 -> 607 ;
608 [label="X[56] <= 0.5\ngini = 0.49\nsamples = 1408\nvalue = [805, 603]", fillcolor="#f8dfcd"] ;
607 -> 608 ;
609 [label="X[89] <= 0.5\ngini = 0.49\nsamples = 1391\nvalue = [792, 599]", fillcolor="#f9e0cf"] ;
608 -> 609 ;
610 [label="X[53] <= 0.5\ngini = 0.491\nsamples = 1384\nvalue = [786, 598]", fillcolor="#f9e1d0"] ;
609 -> 610 ;
611 [label="X[49] <= 0.5\ngini = 0.49\nsamples = 1351\nvalue = [771, 580]", fillcolor="#f9e0ce"] ;
610 -> 611 ;
612 [label="X[10] <= 0.5\ngini = 0.489\nsamples = 1330\nvalue = [762, 568]", fillcolor="#f8dfcd"] ;
611 -> 612 ;
613 [label="X[40] <= 0.5\ngini = 0.49\nsamples = 1318\nvalue = [753, 565]", fillcolor="#f9e0ce"] ;
612 -> 613 ;
614 [label="X[107] <= 0.5\ngini = 0.491\nsamples = 1292\nvalue = [735, 557]", fillcolor="#f9e0cf"] ;
613 -> 614 ;
615 [label="X[48] <= 0.5\ngini = 0.49\nsamples = 1291\nvalue = [735, 556]", fillcolor="#f9e0cf"] ;
614 -> 615 ;
616 [label="X[60] <= 0.5\ngini = 0.489\nsamples = 1201\nvalue = [689, 512]", fillcolor="#f8dfcc"] ;
615 -> 616 ;
617 [label="X[67] <= 0.5\ngini = 0.489\nsamples = 1200\nvalue = [689, 511]", fillcolor="#f8decc"] ;
616 -> 617 ;
618 [label="X[50] <= 0.5\ngini = 0.488\nsamples = 1175\nvalue = [677, 498]", fillcolor="#f8decb"] ;
617 -> 618 ;
619 [label="X[85] <= 0.5\ngini = 0.489\nsamples = 1162\nvalue = [668, 494]", fillcolor="#f8decb"] ;
618 -> 619 ;
620 [label="X[14] <= 0.5\ngini = 0.488\nsamples = 1149\nvalue = [662, 487]", fillcolor="#f8decb"] ;
619 -> 620 ;
621 [label="X[38] <= 0.5\ngini = 0.489\nsamples = 1131\nvalue = [650, 481]", fillcolor="#f8decc"] ;
620 -> 621 ;
622 [label="X[26] <= 0.5\ngini = 0.489\nsamples = 1116\nvalue = [640, 476]", fillcolor="#f8dfcc"] ;
621 -> 622 ;
623 [label="X[82] <= 0.5\ngini = 0.489\nsamples = 1076\nvalue = [619, 457]", fillcolor="#f8decb"] ;
622 -> 623 ;
624 [label="X[16] <= 0.5\ngini = 0.49\nsamples = 913\nvalue = [522, 391]", fillcolor="#f8dfcd"] ;
623 -> 624 ;
625 [label="X[30] <= 0.5\ngini = 0.49\nsamples = 889\nvalue = [507, 382]", fillcolor="#f9e0ce"] ;
624 -> 625 ;
626 [label="X[44] <= 0.5\ngini = 0.491\nsamples = 754\nvalue = [427, 327]", fillcolor="#f9e1d1"] ;
625 -> 626 ;
627 [label="X[52] <= 0.5\ngini = 0.492\nsamples = 726\nvalue = [410, 316]", fillcolor="#f9e2d2"] ;
626 -> 627 ;
628 [label="X[20] <= 0.5\ngini = 0.491\nsamples = 718\nvalue = [406, 312]", fillcolor="#f9e2d1"] ;
627 -> 628 ;
629 [label="X[27] <= 0.5\ngini = 0.491\nsamples = 661\nvalue = [375, 286]", fillcolor="#f9e1d0"] ;
628 -> 629 ;
630 [label="X[35] <= 0.5\ngini = 0.49\nsamples = 515\nvalue = [294, 221]", fillcolor="#f9e0ce"] ;
629 -> 630 ;
631 [label="X[81] <= 0.5\ngini = 0.49\nsamples = 502\nvalue = [287, 215]", fillcolor="#f8dfcd"] ;
630 -> 631 ;
632 [label="X[36] <= 0.5\ngini = 0.489\nsamples = 468\nvalue = [268, 200]", fillcolor="#f8dfcd"] ;
631 -> 632 ;
633 [label="X[61] <= 0.5\ngini = 0.49\nsamples = 463\nvalue = [265, 198]", fillcolor="#f8dfcd"] ;
632 -> 633 ;
634 [label="X[28] <= 0.5\ngini = 0.49\nsamples = 432\nvalue = [247, 185]", fillcolor="#f8dfcd"] ;
633 -> 634 ;
635 [label="X[74] <= 0.5\ngini = 0.49\nsamples = 91\nvalue = [52, 39]", fillcolor="#f8e0ce"] ;
634 -> 635 ;
636 [label="gini = 0.49\nsamples = 84\nvalue = [48, 36]", fillcolor="#f8e0ce"] ;
635 -> 636 ;
637 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
635 -> 637 ;
638 [label="gini = 0.49\nsamples = 341\nvalue = [195, 146]", fillcolor="#f8dfcd"] ;
634 -> 638 ;
639 [label="gini = 0.487\nsamples = 31\nvalue = [18, 13]", fillcolor="#f8dcc8"] ;
633 -> 639 ;
640 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
632 -> 640 ;
641 [label="gini = 0.493\nsamples = 34\nvalue = [19, 15]", fillcolor="#fae4d5"] ;
631 -> 641 ;
642 [label="gini = 0.497\nsamples = 13\nvalue = [7, 6]", fillcolor="#fbede3"] ;
630 -> 642 ;
643 [label="gini = 0.494\nsamples = 146\nvalue = [81, 65]", fillcolor="#fae6d8"] ;
629 -> 643 ;
644 [label="gini = 0.496\nsamples = 57\nvalue = [31, 26]", fillcolor="#fbebdf"] ;
628 -> 644 ;
645 [label="gini = 0.5\nsamples = 8\nvalue = [4, 4]", fillcolor="#ffffff"] ;
627 -> 645 ;
646 [label="gini = 0.477\nsamples = 28\nvalue = [17, 11]", fillcolor="#f6d3b9"] ;
626 -> 646 ;
647 [label="gini = 0.483\nsamples = 135\nvalue = [80, 55]", fillcolor="#f7d8c1"] ;
625 -> 647 ;
648 [label="gini = 0.469\nsamples = 24\nvalue = [15, 9]", fillcolor="#f5cdb0"] ;
624 -> 648 ;
649 [label="gini = 0.482\nsamples = 163\nvalue = [97, 66]", fillcolor="#f7d7c0"] ;
623 -> 649 ;
650 [label="gini = 0.499\nsamples = 40\nvalue = [21, 19]", fillcolor="#fdf3ec"] ;
622 -> 650 ;
651 [label="gini = 0.444\nsamples = 15\nvalue = [10, 5]", fillcolor="#f2c09c"] ;
621 -> 651 ;
652 [label="gini = 0.444\nsamples = 18\nvalue = [12, 6]", fillcolor="#f2c09c"] ;
620 -> 652 ;
653 [label="gini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#e3f1fb"] ;
619 -> 653 ;
654 [label="gini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#f1b991"] ;
618 -> 654 ;
655 [label="gini = 0.499\nsamples = 25\nvalue = [12, 13]", fillcolor="#f0f7fd"] ;
617 -> 655 ;
656 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
616 -> 656 ;
657 [label="gini = 0.5\nsamples = 90\nvalue = [46, 44]", fillcolor="#fefaf6"] ;
615 -> 657 ;
658 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
614 -> 658 ;
659 [label="gini = 0.426\nsamples = 26\nvalue = [18, 8]", fillcolor="#f1b991"] ;
613 -> 659 ;
660 [label="gini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#eeab7b"] ;
612 -> 660 ;
661 [label="gini = 0.49\nsamples = 21\nvalue = [9, 12]", fillcolor="#cee6f8"] ;
611 -> 661 ;
662 [label="gini = 0.496\nsamples = 33\nvalue = [15, 18]", fillcolor="#deeffb"] ;
610 -> 662 ;
663 [label="gini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
609 -> 663 ;
664 [label="gini = 0.36\nsamples = 17\nvalue = [13, 4]", fillcolor="#eda876"] ;
608 -> 664 ;
665 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ;
607 -> 665 ;
666 [label="gini = 0.444\nsamples = 15\nvalue = [5, 10]", fillcolor="#9ccef2"] ;
606 -> 666 ;
667 [label="gini = 0.48\nsamples = 30\nvalue = [12, 18]", fillcolor="#bddef6"] ;
605 -> 667 ;
668 [label="gini = 0.475\nsamples = 36\nvalue = [14, 22]", fillcolor="#b7dbf6"] ;
604 -> 668 ;
669 [label="gini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#7bbeee"] ;
603 -> 669 ;
670 [label="gini = 0.5\nsamples = 246\nvalue = [120, 126]", fillcolor="#f6fafe"] ;
602 -> 670 ;
671 [label="gini = 0.489\nsamples = 73\nvalue = [31, 42]", fillcolor="#cbe5f8"] ;
601 -> 671 ;
672 [label="gini = 0.474\nsamples = 44\nvalue = [17, 27]", fillcolor="#b6dbf5"] ;
600 -> 672 ;
673 [label="gini = 0.458\nsamples = 31\nvalue = [11, 20]", fillcolor="#a6d3f3"] ;
599 -> 673 ;
674 [label="gini = 0.434\nsamples = 22\nvalue = [7, 15]", fillcolor="#95cbf1"] ;
598 -> 674 ;
675 [label="gini = 0.49\nsamples = 98\nvalue = [42, 56]", fillcolor="#cee6f8"] ;
597 -> 675 ;
676 [label="gini = 0.391\nsamples = 15\nvalue = [4, 11]", fillcolor="#81c1ee"] ;
596 -> 676 ;
677 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ;
595 -> 677 ;
678 [label="gini = 0.478\nsamples = 71\nvalue = [28, 43]", fillcolor="#baddf6"] ;
594 -> 678 ;
679 [label="gini = 0.469\nsamples = 157\nvalue = [98, 59]", fillcolor="#f5cdb0"] ;
593 -> 679 ;
680 [label="gini = 0.413\nsamples = 48\nvalue = [34, 14]", fillcolor="#f0b58b"] ;
592 -> 680 ;
681 [label="gini = 0.36\nsamples = 17\nvalue = [4, 13]", fillcolor="#76bbed"] ;
591 -> 681 ;
682 [label="gini = 0.198\nsamples = 9\nvalue = [1, 8]", fillcolor="#52a9e8"] ;
590 -> 682 ;
683 [label="gini = 0.453\nsamples = 49\nvalue = [17, 32]", fillcolor="#a2d1f3"] ;
589 -> 683 ;
684 [label="gini = 0.18\nsamples = 10\nvalue = [1, 9]", fillcolor="#4fa8e8"] ;
588 -> 684 ;
685 [label="gini = 0.448\nsamples = 109\nvalue = [72, 37]", fillcolor="#f2c29f"] ;
587 -> 685 ;
686 [label="gini = 0.456\nsamples = 151\nvalue = [98, 53]", fillcolor="#f3c5a4"] ;
586 -> 686 ;
687 [label="gini = 0.476\nsamples = 128\nvalue = [50, 78]", fillcolor="#b8dcf6"] ;
585 -> 687 ;
688 [label="gini = 0.219\nsamples = 24\nvalue = [21, 3]", fillcolor="#e99355"] ;
584 -> 688 ;
689 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139"] ;
583 -> 689 ;
690 [label="gini = 0.432\nsamples = 234\nvalue = [160, 74]", fillcolor="#f1bb95"] ;
582 -> 690 ;
691 [label="gini = 0.231\nsamples = 30\nvalue = [4, 26]", fillcolor="#57ace9"] ;
581 -> 691 ;
692 [label="gini = 0.458\nsamples = 6271\nvalue = [4044, 2227]", fillcolor="#f3c6a6"] ;
580 -> 692 ;
693 [label="X[4] <= 0.5\ngini = 0.486\nsamples = 24756\nvalue = [10327, 14429]", fillcolor="#c7e3f8"] ;
41 -> 693 ;
694 [label="X[3] <= 0.5\ngini = 0.486\nsamples = 24533\nvalue = [10193, 14340]", fillcolor="#c6e3f7"] ;
693 -> 694 ;
695 [label="X[5] <= 0.5\ngini = 0.486\nsamples = 24482\nvalue = [10180, 14302]", fillcolor="#c6e3f8"] ;
694 -> 695 ;
696 [label="X[0] <= 0.5\ngini = 0.488\nsamples = 6387\nvalue = [2708, 3679]", fillcolor="#cbe5f8"] ;
695 -> 696 ;
697 [label="X[1] <= 0.5\ngini = 0.488\nsamples = 6380\nvalue = [2704, 3676]", fillcolor="#cbe5f8"] ;
696 -> 697 ;
698 [label="gini = 0.488\nsamples = 6309\nvalue = [2674, 3635]", fillcolor="#cbe5f8"] ;
697 -> 698 ;
699 [label="gini = 0.488\nsamples = 71\nvalue = [30, 41]", fillcolor="#cae5f8"] ;
697 -> 699 ;
700 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
696 -> 700 ;
701 [label="gini = 0.485\nsamples = 18095\nvalue = [7472, 10623]", fillcolor="#c4e2f7"] ;
695 -> 701 ;
702 [label="gini = 0.38\nsamples = 51\nvalue = [13, 38]", fillcolor="#7dbfee"] ;
694 -> 702 ;
703 [label="gini = 0.48\nsamples = 223\nvalue = [134, 89]", fillcolor="#f6d5bd"] ;
693 -> 703 ;
704 [label="X[3] <= 0.5\ngini = 0.31\nsamples = 1591\nvalue = [1286, 305]", fillcolor="#eb9f68"] ;
40 -> 704 ;
705 [label="X[5] <= 0.5\ngini = 0.308\nsamples = 1587\nvalue = [1285, 302]", fillcolor="#eb9f68"] ;
704 -> 705 ;
706 [label="X[2] <= 0.5\ngini = 0.302\nsamples = 961\nvalue = [783, 178]", fillcolor="#eb9e66"] ;
705 -> 706 ;
707 [label="X[0] <= 0.5\ngini = 0.263\nsamples = 45\nvalue = [38, 7]", fillcolor="#ea985d"] ;
706 -> 707 ;
708 [label="X[4] <= 0.5\ngini = 0.268\nsamples = 44\nvalue = [37, 7]", fillcolor="#ea995e"] ;
707 -> 708 ;
709 [label="gini = 0.26\nsamples = 39\nvalue = [33, 6]", fillcolor="#ea985d"] ;
708 -> 709 ;
710 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ;
708 -> 710 ;
711 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
707 -> 711 ;
712 [label="gini = 0.304\nsamples = 916\nvalue = [745, 171]", fillcolor="#eb9e66"] ;
706 -> 712 ;
713 [label="gini = 0.318\nsamples = 626\nvalue = [502, 124]", fillcolor="#eba06a"] ;
705 -> 713 ;
714 [label="gini = 0.375\nsamples = 4\nvalue = [1, 3]", fillcolor="#7bbeee"] ;
704 -> 714 ;
715 [label="X[2] <= 0.5\ngini = 0.483\nsamples = 16667\nvalue = [9882, 6785]", fillcolor="#f7d8c1"] ;
39 -> 715 ;
716 [label="X[4] <= 0.5\ngini = 0.477\nsamples = 9687\nvalue = [5877, 3810]", fillcolor="#f6d3b9"] ;
715 -> 716 ;
717 [label="X[1] <= 0.5\ngini = 0.478\nsamples = 9569\nvalue = [5790, 3779]", fillcolor="#f6d3ba"] ;
716 -> 717 ;
718 [label="X[3] <= 0.5\ngini = 0.478\nsamples = 9444\nvalue = [5709, 3735]", fillcolor="#f6d3bb"] ;
717 -> 718 ;
719 [label="X[0] <= 0.5\ngini = 0.478\nsamples = 9367\nvalue = [5663, 3704]", fillcolor="#f6d3bb"] ;
718 -> 719 ;
720 [label="gini = 0.478\nsamples = 9359\nvalue = [5658, 3701]", fillcolor="#f6d3bb"] ;
719 -> 720 ;
721 [label="gini = 0.469\nsamples = 8\nvalue = [5, 3]", fillcolor="#f5cdb0"] ;
719 -> 721 ;
722 [label="gini = 0.481\nsamples = 77\nvalue = [46, 31]", fillcolor="#f7d6be"] ;
718 -> 722 ;
723 [label="gini = 0.456\nsamples = 125\nvalue = [81, 44]", fillcolor="#f3c5a5"] ;
717 -> 723 ;
724 [label="gini = 0.387\nsamples = 118\nvalue = [87, 31]", fillcolor="#eeae80"] ;
716 -> 724 ;
725 [label="gini = 0.489\nsamples = 6980\nvalue = [4005, 2975]", fillcolor="#f8dfcc"] ;
715 -> 725 ;
726 [label="X[3] <= 0.5\ngini = 0.449\nsamples = 6258\nvalue = [4124, 2134]", fillcolor="#f2c29f"] ;
38 -> 726 ;
727 [label="X[1] <= 0.5\ngini = 0.45\nsamples = 6251\nvalue = [4118, 2133]", fillcolor="#f2c2a0"] ;
726 -> 727 ;
728 [label="X[2] <= 0.5\ngini = 0.45\nsamples = 6236\nvalue = [4107, 2129]", fillcolor="#f2c2a0"] ;
727 -> 728 ;
729 [label="X[5] <= 0.5\ngini = 0.45\nsamples = 5728\nvalue = [3769, 1959]", fillcolor="#f3c2a0"] ;
728 -> 729 ;
730 [label="gini = 0.461\nsamples = 25\nvalue = [16, 9]", fillcolor="#f4c8a8"] ;
729 -> 730 ;
731 [label="gini = 0.45\nsamples = 5703\nvalue = [3753, 1950]", fillcolor="#f3c2a0"] ;
729 -> 731 ;
732 [label="gini = 0.445\nsamples = 508\nvalue = [338, 170]", fillcolor="#f2c09d"] ;
728 -> 732 ;
733 [label="gini = 0.391\nsamples = 15\nvalue = [11, 4]", fillcolor="#eeaf81"] ;
727 -> 733 ;
734 [label="gini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
726 -> 734 ;
735 [label="X[1] <= 0.5\ngini = 0.345\nsamples = 2264\nvalue = [1762, 502]", fillcolor="#eca571"] ;
37 -> 735 ;
736 [label="X[4] <= 0.5\ngini = 0.346\nsamples = 2251\nvalue = [1750, 501]", fillcolor="#eca572"] ;
735 -> 736 ;
737 [label="X[5] <= 0.5\ngini = 0.347\nsamples = 2233\nvalue = [1734, 499]", fillcolor="#eca572"] ;
736 -> 737 ;
738 [label="X[2] <= 0.5\ngini = 0.338\nsamples = 990\nvalue = [777, 213]", fillcolor="#eca46f"] ;
737 -> 738 ;
739 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
738 -> 739 ;
740 [label="gini = 0.338\nsamples = 989\nvalue = [776, 213]", fillcolor="#eca46f"] ;
738 -> 740 ;
741 [label="gini = 0.354\nsamples = 1243\nvalue = [957, 286]", fillcolor="#eda774"] ;
737 -> 741 ;
742 [label="gini = 0.198\nsamples = 18\nvalue = [16, 2]", fillcolor="#e89152"] ;
736 -> 742 ;
743 [label="gini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e78c49"] ;
735 -> 743 ;
744 [label="X[2] <= 0.5\ngini = 0.4\nsamples = 4381\nvalue = [1209, 3172]", fillcolor="#84c2ef"] ;
36 -> 744 ;
745 [label="X[1] <= 0.5\ngini = 0.428\nsamples = 2200\nvalue = [684, 1516]", fillcolor="#92c9f1"] ;
744 -> 745 ;
746 [label="X[3] <= 0.5\ngini = 0.42\nsamples = 2047\nvalue = [615, 1432]", fillcolor="#8ec7f0"] ;
745 -> 746 ;
747 [label="X[0] <= 0.5\ngini = 0.422\nsamples = 2007\nvalue = [608, 1399]", fillcolor="#8fc8f0"] ;
746 -> 747 ;
748 [label="X[4] <= 0.5\ngini = 0.422\nsamples = 2003\nvalue = [606, 1397]", fillcolor="#8fc8f0"] ;
747 -> 748 ;
749 [label="gini = 0.422\nsamples = 1976\nvalue = [597, 1379]", fillcolor="#8fc7f0"] ;
748 -> 749 ;
750 [label="gini = 0.444\nsamples = 27\nvalue = [9, 18]", fillcolor="#9ccef2"] ;
748 -> 750 ;
751 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
747 -> 751 ;
752 [label="gini = 0.289\nsamples = 40\nvalue = [7, 33]", fillcolor="#63b2eb"] ;
746 -> 752 ;
753 [label="gini = 0.495\nsamples = 153\nvalue = [69, 84]", fillcolor="#dceefa"] ;
745 -> 753 ;
754 [label="gini = 0.366\nsamples = 2181\nvalue = [525, 1656]", fillcolor="#78bced"] ;
744 -> 754 ;
755 [label="X[3] <= 0.5\ngini = 0.387\nsamples = 4096\nvalue = [1073, 3023]", fillcolor="#7fc0ee"] ;
35 -> 755 ;
756 [label="X[1] <= 0.5\ngini = 0.39\nsamples = 4015\nvalue = [1065, 2950]", fillcolor="#80c0ee"] ;
755 -> 756 ;
757 [label="X[2] <= 0.5\ngini = 0.394\nsamples = 3875\nvalue = [1044, 2831]", fillcolor="#82c1ef"] ;
756 -> 757 ;
758 [label="X[4] <= 0.5\ngini = 0.403\nsamples = 2684\nvalue = [752, 1932]", fillcolor="#86c3ef"] ;
757 -> 758 ;
759 [label="X[5] <= 0.5\ngini = 0.402\nsamples = 2609\nvalue = [728, 1881]", fillcolor="#86c3ef"] ;
758 -> 759 ;
760 [label="gini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#6ab6ec"] ;
759 -> 760 ;
761 [label="gini = 0.403\nsamples = 2599\nvalue = [726, 1873]", fillcolor="#86c3ef"] ;
759 -> 761 ;
762 [label="gini = 0.435\nsamples = 75\nvalue = [24, 51]", fillcolor="#96cbf1"] ;
758 -> 762 ;
763 [label="gini = 0.37\nsamples = 1191\nvalue = [292, 899]", fillcolor="#79bded"] ;
757 -> 763 ;
764 [label="gini = 0.255\nsamples = 140\nvalue = [21, 119]", fillcolor="#5caeea"] ;
756 -> 764 ;
765 [label="gini = 0.178\nsamples = 81\nvalue = [8, 73]", fillcolor="#4fa8e8"] ;
755 -> 765 ;
766 [label="X[5] <= 0.5\ngini = 0.372\nsamples = 3512\nvalue = [2643, 869]", fillcolor="#eeaa7a"] ;
34 -> 766 ;
767 [label="X[2] <= 0.5\ngini = 0.346\nsamples = 1402\nvalue = [1090, 312]", fillcolor="#eca572"] ;
766 -> 767 ;
768 [label="X[0] <= 0.5\ngini = 0.272\nsamples = 74\nvalue = [62, 12]", fillcolor="#ea995f"] ;
767 -> 768 ;
769 [label="X[4] <= 0.5\ngini = 0.278\nsamples = 72\nvalue = [60, 12]", fillcolor="#ea9a61"] ;
768 -> 769 ;
770 [label="X[3] <= 0.5\ngini = 0.32\nsamples = 25\nvalue = [20, 5]", fillcolor="#eca06a"] ;
769 -> 770 ;
771 [label="gini = 0.32\nsamples = 15\nvalue = [12, 3]", fillcolor="#eca06a"] ;
770 -> 771 ;
772 [label="gini = 0.32\nsamples = 10\nvalue = [8, 2]", fillcolor="#eca06a"] ;
770 -> 772 ;
773 [label="gini = 0.254\nsamples = 47\nvalue = [40, 7]", fillcolor="#ea975c"] ;
769 -> 773 ;
774 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
768 -> 774 ;
775 [label="gini = 0.35\nsamples = 1328\nvalue = [1028, 300]", fillcolor="#eda673"] ;
767 -> 775 ;
776 [label="gini = 0.389\nsamples = 2110\nvalue = [1553, 557]", fillcolor="#eeae80"] ;
766 -> 776 ;
777 [label="X[3] <= 0.5\ngini = 0.479\nsamples = 27663\nvalue = [10990, 16673]", fillcolor="#bcdef6"] ;
33 -> 777 ;
778 [label="X[4] <= 0.5\ngini = 0.48\nsamples = 26948\nvalue = [10811, 16137]", fillcolor="#bedff6"] ;
777 -> 778 ;
779 [label="X[1] <= 0.5\ngini = 0.481\nsamples = 26374\nvalue = [10613, 15761]", fillcolor="#bedff7"] ;
778 -> 779 ;
780 [label="X[0] <= 0.5\ngini = 0.481\nsamples = 25975\nvalue = [10471, 15504]", fillcolor="#bfdff7"] ;
779 -> 780 ;
781 [label="X[5] <= 0.5\ngini = 0.481\nsamples = 25936\nvalue = [10453, 15483]", fillcolor="#bfdff7"] ;
780 -> 781 ;
782 [label="gini = 0.481\nsamples = 7012\nvalue = [2830, 4182]", fillcolor="#bfdff7"] ;
781 -> 782 ;
783 [label="gini = 0.481\nsamples = 18924\nvalue = [7623, 11301]", fillcolor="#bfdff7"] ;
781 -> 783 ;
784 [label="gini = 0.497\nsamples = 39\nvalue = [18, 21]", fillcolor="#e3f1fb"] ;
780 -> 784 ;
785 [label="gini = 0.458\nsamples = 399\nvalue = [142, 257]", fillcolor="#a6d3f3"] ;
779 -> 785 ;
786 [label="gini = 0.452\nsamples = 574\nvalue = [198, 376]", fillcolor="#a1d1f3"] ;
778 -> 786 ;
787 [label="gini = 0.375\nsamples = 715\nvalue = [179, 536]", fillcolor="#7bbeee"] ;
777 -> 787 ;
788 [label="X[2] <= 0.5\ngini = 0.376\nsamples = 4450\nvalue = [1118, 3332]", fillcolor="#7bbeee"] ;
32 -> 788 ;
789 [label="X[3] <= 0.5\ngini = 0.387\nsamples = 3274\nvalue = [859, 2415]", fillcolor="#7fc0ee"] ;
788 -> 789 ;
790 [label="X[5] <= 0.5\ngini = 0.388\nsamples = 3232\nvalue = [852, 2380]", fillcolor="#80c0ee"] ;
789 -> 790 ;
791 [label="X[0] <= 0.5\ngini = 0.424\nsamples = 72\nvalue = [22, 50]", fillcolor="#90c8f0"] ;
790 -> 791 ;
792 [label="X[1] <= 0.5\ngini = 0.42\nsamples = 70\nvalue = [21, 49]", fillcolor="#8ec7f0"] ;
791 -> 792 ;
793 [label="gini = 0.4\nsamples = 29\nvalue = [8, 21]", fillcolor="#84c2ef"] ;
792 -> 793 ;
794 [label="gini = 0.433\nsamples = 41\nvalue = [13, 28]", fillcolor="#95caf1"] ;
792 -> 794 ;
795 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
791 -> 795 ;
796 [label="gini = 0.387\nsamples = 3160\nvalue = [830, 2330]", fillcolor="#80c0ee"] ;
790 -> 796 ;
797 [label="gini = 0.278\nsamples = 42\nvalue = [7, 35]", fillcolor="#61b1ea"] ;
789 -> 797 ;
798 [label="gini = 0.343\nsamples = 1176\nvalue = [259, 917]", fillcolor="#71b9ec"] ;
788 -> 798 ;
799 [label="X[3] <= 0.5\ngini = 0.357\nsamples = 4469\nvalue = [1041, 3428]", fillcolor="#75bbed"] ;
31 -> 799 ;
800 [label="X[4] <= 0.5\ngini = 0.357\nsamples = 4468\nvalue = [1040, 3428]", fillcolor="#75bbed"] ;
799 -> 800 ;
801 [label="X[1] <= 0.5\ngini = 0.356\nsamples = 4450\nvalue = [1033, 3417]", fillcolor="#75bbed"] ;
800 -> 801 ;
802 [label="X[5] <= 0.5\ngini = 0.356\nsamples = 4434\nvalue = [1029, 3405]", fillcolor="#75bbed"] ;
801 -> 802 ;
803 [label="gini = 0.357\nsamples = 1688\nvalue = [392, 1296]", fillcolor="#75bbed"] ;
802 -> 803 ;
804 [label="gini = 0.356\nsamples = 2746\nvalue = [637, 2109]", fillcolor="#75bbed"] ;
802 -> 804 ;
805 [label="gini = 0.375\nsamples = 16\nvalue = [4, 12]", fillcolor="#7bbeee"] ;
801 -> 805 ;
806 [label="gini = 0.475\nsamples = 18\nvalue = [7, 11]", fillcolor="#b7dbf6"] ;
800 -> 806 ;
807 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
799 -> 807 ;
808 [label="X[5] <= 0.5\ngini = 0.461\nsamples = 19562\nvalue = [7032, 12530]", fillcolor="#a8d4f4"] ;
30 -> 808 ;
809 [label="X[0] <= 0.5\ngini = 0.444\nsamples = 7142\nvalue = [2376, 4766]", fillcolor="#9ccef2"] ;
808 -> 809 ;
810 [label="X[3] <= 0.5\ngini = 0.444\nsamples = 7140\nvalue = [2374, 4766]", fillcolor="#9ccef2"] ;
809 -> 810 ;
811 [label="X[4] <= 0.5\ngini = 0.444\nsamples = 7101\nvalue = [2365, 4736]", fillcolor="#9ccef2"] ;
810 -> 811 ;
812 [label="X[2] <= 0.5\ngini = 0.444\nsamples = 6906\nvalue = [2302, 4604]", fillcolor="#9ccef2"] ;
811 -> 812 ;
813 [label="gini = 0.444\nsamples = 135\nvalue = [45, 90]", fillcolor="#9ccef2"] ;
812 -> 813 ;
814 [label="gini = 0.444\nsamples = 6771\nvalue = [2257, 4514]", fillcolor="#9ccef2"] ;
812 -> 814 ;
815 [label="gini = 0.437\nsamples = 195\nvalue = [63, 132]", fillcolor="#98ccf1"] ;
811 -> 815 ;
816 [label="gini = 0.355\nsamples = 39\nvalue = [9, 30]", fillcolor="#74baed"] ;
810 -> 816 ;
817 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
809 -> 817 ;
818 [label="gini = 0.469\nsamples = 12420\nvalue = [4656, 7764]", fillcolor="#b0d8f5"] ;
808 -> 818 ;
819 [label="X[1] <= 0.5\ngini = 0.476\nsamples = 47077\nvalue = [18397, 28680]", fillcolor="#b8dcf6"] ;
29 -> 819 ;
820 [label="X[4] <= 0.5\ngini = 0.476\nsamples = 46504\nvalue = [18108, 28396]", fillcolor="#b7dbf6"] ;
819 -> 820 ;
821 [label="X[3] <= 0.5\ngini = 0.475\nsamples = 46181\nvalue = [17939, 28242]", fillcolor="#b7dbf6"] ;
820 -> 821 ;
822 [label="X[0] <= 0.5\ngini = 0.475\nsamples = 45733\nvalue = [17730, 28003]", fillcolor="#b6dbf5"] ;
821 -> 822 ;
823 [label="X[5] <= 0.5\ngini = 0.475\nsamples = 45711\nvalue = [17717, 27994]", fillcolor="#b6dbf5"] ;
822 -> 823 ;
824 [label="gini = 0.474\nsamples = 20534\nvalue = [7920, 12614]", fillcolor="#b5dbf5"] ;
823 -> 824 ;
825 [label="gini = 0.475\nsamples = 25177\nvalue = [9797, 15380]", fillcolor="#b7dbf6"] ;
823 -> 825 ;
826 [label="gini = 0.483\nsamples = 22\nvalue = [13, 9]", fillcolor="#f7d8c2"] ;
822 -> 826 ;
827 [label="gini = 0.498\nsamples = 448\nvalue = [209, 239]", fillcolor="#e6f3fc"] ;
821 -> 827 ;
828 [label="gini = 0.499\nsamples = 323\nvalue = [169, 154]", fillcolor="#fdf4ed"] ;
820 -> 828 ;
829 [label="gini = 0.5\nsamples = 573\nvalue = [289, 284]", fillcolor="#fffdfc"] ;
819 -> 829 ;
830 [label="X[4] <= 0.5\ngini = 0.468\nsamples = 39637\nvalue = [14810, 24827]", fillcolor="#afd7f5"] ;
28 -> 830 ;
831 [label="X[2] <= 0.5\ngini = 0.466\nsamples = 39223\nvalue = [14533, 24690]", fillcolor="#aed7f4"] ;
830 -> 831 ;
832 [label="X[5] <= 0.5\ngini = 0.463\nsamples = 24304\nvalue = [8834, 15470]", fillcolor="#aad5f4"] ;
831 -> 832 ;
833 [label="X[0] <= 0.5\ngini = 0.442\nsamples = 653\nvalue = [215, 438]", fillcolor="#9acdf2"] ;
832 -> 833 ;
834 [label="X[1] <= 0.5\ngini = 0.439\nsamples = 635\nvalue = [207, 428]", fillcolor="#99ccf2"] ;
833 -> 834 ;
835 [label="gini = 0.438\nsamples = 142\nvalue = [46, 96]", fillcolor="#98ccf1"] ;
834 -> 835 ;
836 [label="gini = 0.44\nsamples = 493\nvalue = [161, 332]", fillcolor="#99cdf2"] ;
834 -> 836 ;
837 [label="gini = 0.494\nsamples = 18\nvalue = [8, 10]", fillcolor="#d7ebfa"] ;
833 -> 837 ;
838 [label="gini = 0.463\nsamples = 23651\nvalue = [8619, 15032]", fillcolor="#abd5f4"] ;
832 -> 838 ;
839 [label="gini = 0.472\nsamples = 14919\nvalue = [5699, 9220]", fillcolor="#b3daf5"] ;
831 -> 839 ;
840 [label="gini = 0.443\nsamples = 414\nvalue = [277, 137]", fillcolor="#f2bf9b"] ;
830 -> 840 ;
841 [label="X[2] <= 0.5\ngini = 0.316\nsamples = 6842\nvalue = [1347, 5495]", fillcolor="#6ab5eb"] ;
27 -> 841 ;
842 [label="X[1] <= 0.5\ngini = 0.298\nsamples = 4598\nvalue = [838, 3760]", fillcolor="#65b3eb"] ;
841 -> 842 ;
843 [label="X[5] <= 0.5\ngini = 0.296\nsamples = 4556\nvalue = [824, 3732]", fillcolor="#65b3eb"] ;
842 -> 843 ;
844 [label="X[3] <= 0.5\ngini = 0.253\nsamples = 975\nvalue = [145, 830]", fillcolor="#5caeea"] ;
843 -> 844 ;
845 [label="X[4] <= 0.5\ngini = 0.213\nsamples = 215\nvalue = [26, 189]", fillcolor="#54aae9"] ;
844 -> 845 ;
846 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
845 -> 846 ;
847 [label="gini = 0.214\nsamples = 213\nvalue = [26, 187]", fillcolor="#55abe9"] ;
845 -> 847 ;
848 [label="gini = 0.264\nsamples = 760\nvalue = [119, 641]", fillcolor="#5eafea"] ;
844 -> 848 ;
849 [label="gini = 0.307\nsamples = 3581\nvalue = [679, 2902]", fillcolor="#67b4eb"] ;
843 -> 849 ;
850 [label="gini = 0.444\nsamples = 42\nvalue = [14, 28]", fillcolor="#9ccef2"] ;
842 -> 850 ;
851 [label="gini = 0.351\nsamples = 2244\nvalue = [509, 1735]", fillcolor="#73baed"] ;
841 -> 851 ;
852 [label="X[89] <= 0.5\ngini = 0.492\nsamples = 2444490\nvalue = [1069236, 1375254]", fillcolor="#d3e9f9"] ;
26 -> 852 ;
853 [label="X[70] <= 0.5\ngini = 0.492\nsamples = 2438952\nvalue = [1064873, 1374079]", fillcolor="#d2e9f9"] ;
852 -> 853 ;
854 [label="X[33] <= 0.5\ngini = 0.492\nsamples = 2431075\nvalue = [1063697, 1367378]", fillcolor="#d3e9f9"] ;
853 -> 854 ;
855 [label="X[65] <= 0.5\ngini = 0.493\nsamples = 2411243\nvalue = [1058471, 1352772]", fillcolor="#d4eaf9"] ;
854 -> 855 ;
856 [label="X[50] <= 0.5\ngini = 0.492\nsamples = 2348539\nvalue = [1025101, 1323438]", fillcolor="#d2e9f9"] ;
855 -> 856 ;
857 [label="X[24] <= 0.5\ngini = 0.492\nsamples = 2339918\nvalue = [1019130, 1320788]", fillcolor="#d2e9f9"] ;
856 -> 857 ;
858 [label="X[87] <= 0.5\ngini = 0.491\nsamples = 2330033\nvalue = [1012569, 1317464]", fillcolor="#d1e8f9"] ;
857 -> 858 ;
859 [label="X[37] <= 0.5\ngini = 0.491\nsamples = 2318525\nvalue = [1005148, 1313377]", fillcolor="#d1e8f9"] ;
858 -> 859 ;
860 [label="X[34] <= 0.5\ngini = 0.491\nsamples = 2308283\nvalue = [998472, 1309811]", fillcolor="#d0e8f9"] ;
859 -> 860 ;
861 [label="X[18] <= 0.5\ngini = 0.491\nsamples = 2296706\nvalue = [991128, 1305578]", fillcolor="#cfe7f9"] ;
860 -> 861 ;
862 [label="X[21] <= 0.5\ngini = 0.49\nsamples = 2257274\nvalue = [969804, 1287470]", fillcolor="#cee7f9"] ;
861 -> 862 ;
863 [label="X[86] <= 0.5\ngini = 0.49\nsamples = 2240248\nvalue = [959678, 1280570]", fillcolor="#cde6f8"] ;
862 -> 863 ;
864 [label="X[36] <= 0.5\ngini = 0.49\nsamples = 2229592\nvalue = [957260, 1272332]", fillcolor="#cee7f9"] ;
863 -> 864 ;
865 [label="X[29] <= 0.5\ngini = 0.49\nsamples = 2198282\nvalue = [940241, 1258041]", fillcolor="#cde6f8"] ;
864 -> 865 ;
866 [label="X[74] <= 0.5\ngini = 0.489\nsamples = 2191569\nvalue = [935752, 1255817]", fillcolor="#cde6f8"] ;
865 -> 866 ;
867 [label="X[3] <= 0.5\ngini = 0.49\nsamples = 2184308\nvalue = [934327, 1249981]", fillcolor="#cde6f8"] ;
866 -> 867 ;
868 [label="X[62] <= 0.5\ngini = 0.49\nsamples = 2142497\nvalue = [920284, 1222213]", fillcolor="#cee7f9"] ;
867 -> 868 ;
869 [label="X[108] <= 0.5\ngini = 0.49\nsamples = 2135672\nvalue = [915814, 1219858]", fillcolor="#cee7f9"] ;
868 -> 869 ;
870 [label="X[23] <= 0.5\ngini = 0.487\nsamples = 1389642\nvalue = [583225, 806417]", fillcolor="#c8e4f8"] ;
869 -> 870 ;
871 [label="X[48] <= 0.5\ngini = 0.487\nsamples = 1377052\nvalue = [575992, 801060]", fillcolor="#c7e3f8"] ;
870 -> 871 ;
872 [label="X[38] <= 0.5\ngini = 0.486\nsamples = 1347023\nvalue = [560607, 786416]", fillcolor="#c6e3f8"] ;
871 -> 872 ;
873 [label="X[78] <= 0.5\ngini = 0.485\nsamples = 1331841\nvalue = [552272, 779569]", fillcolor="#c5e2f7"] ;
872 -> 873 ;
874 [label="X[26] <= 0.5\ngini = 0.486\nsamples = 1323234\nvalue = [550111, 773123]", fillcolor="#c6e3f8"] ;
873 -> 874 ;
875 [label="X[22] <= 0.5\ngini = 0.487\nsamples = 1281053\nvalue = [535666, 745387]", fillcolor="#c7e3f8"] ;
874 -> 875 ;
876 [label="X[46] <= 0.5\ngini = 0.486\nsamples = 1274218\nvalue = [531598, 742620]", fillcolor="#c7e3f8"] ;
875 -> 876 ;
877 [label="X[9] <= 0.5\ngini = 0.486\nsamples = 1270690\nvalue = [529270, 741420]", fillcolor="#c6e3f8"] ;
876 -> 877 ;
878 [label="X[107] <= 0.5\ngini = 0.486\nsamples = 1262749\nvalue = [527216, 735533]", fillcolor="#c7e3f8"] ;
877 -> 878 ;
879 [label="X[90] <= 0.5\ngini = 0.487\nsamples = 1256320\nvalue = [525666, 730654]", fillcolor="#c7e4f8"] ;
878 -> 879 ;
880 [label="X[58] <= 0.5\ngini = 0.487\nsamples = 1247460\nvalue = [523269, 724191]", fillcolor="#c8e4f8"] ;
879 -> 880 ;
881 [label="X[95] <= 0.5\ngini = 0.487\nsamples = 1242493\nvalue = [520224, 722269]", fillcolor="#c8e4f8"] ;
880 -> 881 ;
882 [label="X[63] <= 0.5\ngini = 0.487\nsamples = 1238180\nvalue = [519285, 718895]", fillcolor="#c8e4f8"] ;
881 -> 882 ;
883 [label="X[2] <= 0.5\ngini = 0.488\nsamples = 1116115\nvalue = [472539, 643576]", fillcolor="#cae5f8"] ;
882 -> 883 ;
884 [label="X[94] <= 0.5\ngini = 0.492\nsamples = 597949\nvalue = [261297, 336652]", fillcolor="#d3e9f9"] ;
883 -> 884 ;
885 [label="X[13] <= 0.5\ngini = 0.493\nsamples = 562786\nvalue = [248245, 314541]", fillcolor="#d5eafa"] ;
884 -> 885 ;
886 [label="X[79] <= 0.5\ngini = 0.492\nsamples = 538030\nvalue = [235477, 302553]", fillcolor="#d3e9f9"] ;
885 -> 886 ;
887 [label="X[27] <= 0.5\ngini = 0.492\nsamples = 535700\nvalue = [234992, 300708]", fillcolor="#d4eaf9"] ;
886 -> 887 ;
888 [label="X[83] <= 0.5\ngini = 0.491\nsamples = 475962\nvalue = [206329, 269633]", fillcolor="#d1e8f9"] ;
887 -> 888 ;
889 [label="X[72] <= 0.5\ngini = 0.492\nsamples = 472000\nvalue = [205233, 266767]", fillcolor="#d1e8f9"] ;
888 -> 889 ;
890 [label="X[14] <= 0.5\ngini = 0.492\nsamples = 467653\nvalue = [203984, 263669]", fillcolor="#d2e9f9"] ;
889 -> 890 ;
891 [label="X[92] <= 0.5\ngini = 0.492\nsamples = 463939\nvalue = [201813, 262126]", fillcolor="#d1e8f9"] ;
890 -> 891 ;
892 [label="X[5] <= 0.5\ngini = 0.491\nsamples = 434499\nvalue = [187555, 246944]", fillcolor="#cfe7f9"] ;
891 -> 892 ;
893 [label="X[96] <= 0.5\ngini = 0.5\nsamples = 13881\nvalue = [6868, 7013]", fillcolor="#fbfdfe"] ;
892 -> 893 ;
894 [label="X[101] <= 0.5\ngini = 0.5\nsamples = 13512\nvalue = [6758, 6754]", fillcolor="#ffffff"] ;
893 -> 894 ;
895 [label="X[25] <= 0.5\ngini = 0.5\nsamples = 13082\nvalue = [6612, 6470]", fillcolor="#fefcfb"] ;
894 -> 895 ;
896 [label="X[16] <= 0.5\ngini = 0.5\nsamples = 11965\nvalue = [5962, 6003]", fillcolor="#fefeff"] ;
895 -> 896 ;
897 [label="X[1] <= 0.5\ngini = 0.5\nsamples = 11627\nvalue = [5744, 5883]", fillcolor="#fafdfe"] ;
896 -> 897 ;
898 [label="X[42] <= 0.5\ngini = 0.499\nsamples = 6712\nvalue = [3193, 3519]", fillcolor="#edf6fd"] ;
897 -> 898 ;
899 [label="X[17] <= 0.5\ngini = 0.498\nsamples = 6484\nvalue = [3058, 3426]", fillcolor="#eaf4fc"] ;
898 -> 899 ;
900 [label="X[71] <= 0.5\ngini = 0.498\nsamples = 6132\nvalue = [2860, 3272]", fillcolor="#e6f3fc"] ;
899 -> 900 ;
901 [label="X[76] <= 0.5\ngini = 0.498\nsamples = 5912\nvalue = [2780, 3132]", fillcolor="#e9f4fc"] ;
900 -> 901 ;
902 [label="X[67] <= 0.5\ngini = 0.499\nsamples = 5719\nvalue = [2711, 3008]", fillcolor="#ebf5fc"] ;
901 -> 902 ;
903 [label="X[40] <= 0.5\ngini = 0.499\nsamples = 5509\nvalue = [2633, 2876]", fillcolor="#eef7fd"] ;
902 -> 903 ;
904 [label="X[82] <= 0.5\ngini = 0.499\nsamples = 5450\nvalue = [2594, 2856]", fillcolor="#edf6fd"] ;
903 -> 904 ;
905 [label="X[28] <= 0.5\ngini = 0.499\nsamples = 5256\nvalue = [2486, 2770]", fillcolor="#ebf5fc"] ;
904 -> 905 ;
906 [label="X[75] <= 0.5\ngini = 0.499\nsamples = 3654\nvalue = [1762, 1892]", fillcolor="#f1f8fd"] ;
905 -> 906 ;
907 [label="X[80] <= 0.5\ngini = 0.5\nsamples = 3469\nvalue = [1687, 1782]", fillcolor="#f4fafe"] ;
906 -> 907 ;
908 [label="X[39] <= 0.5\ngini = 0.5\nsamples = 3101\nvalue = [1527, 1574]", fillcolor="#f9fcfe"] ;
907 -> 908 ;
909 [label="X[81] <= 0.5\ngini = 0.5\nsamples = 3041\nvalue = [1504, 1537]", fillcolor="#fbfdfe"] ;
908 -> 909 ;
910 [label="X[106] <= 0.5\ngini = 0.5\nsamples = 2919\nvalue = [1453, 1466]", fillcolor="#fdfeff"] ;
909 -> 910 ;
911 [label="X[4] <= 0.5\ngini = 0.5\nsamples = 2808\nvalue = [1407, 1401]", fillcolor="#fffefe"] ;
910 -> 911 ;
912 [label="X[30] <= 0.5\ngini = 0.494\nsamples = 191\nvalue = [85, 106]", fillcolor="#d8ecfa"] ;
911 -> 912 ;
913 [label="X[41] <= 0.5\ngini = 0.49\nsamples = 182\nvalue = [78, 104]", fillcolor="#cee6f8"] ;
912 -> 913 ;
914 [label="X[105] <= 0.5\ngini = 0.493\nsamples = 177\nvalue = [78, 99]", fillcolor="#d5eaf9"] ;
913 -> 914 ;
915 [label="X[12] <= 0.5\ngini = 0.491\nsamples = 175\nvalue = [76, 99]", fillcolor="#d1e8f9"] ;
914 -> 915 ;
916 [label="X[57] <= 0.5\ngini = 0.495\nsamples = 165\nvalue = [74, 91]", fillcolor="#daedfa"] ;
915 -> 916 ;
917 [label="X[44] <= 0.5\ngini = 0.496\nsamples = 162\nvalue = [74, 88]", fillcolor="#e0effb"] ;
916 -> 917 ;
918 [label="X[51] <= 0.5\ngini = 0.498\nsamples = 153\nvalue = [72, 81]", fillcolor="#e9f4fc"] ;
917 -> 918 ;
919 [label="X[85] <= 0.5\ngini = 0.5\nsamples = 140\nvalue = [68, 72]", fillcolor="#f4fafe"] ;
918 -> 919 ;
920 [label="X[60] <= 0.5\ngini = 0.5\nsamples = 139\nvalue = [68, 71]", fillcolor="#f7fbfe"] ;
919 -> 920 ;
921 [label="X[10] <= 0.5\ngini = 0.5\nsamples = 131\nvalue = [65, 66]", fillcolor="#fcfeff"] ;
920 -> 921 ;
922 [label="X[53] <= 0.5\ngini = 0.5\nsamples = 123\nvalue = [62, 61]", fillcolor="#fffdfc"] ;
921 -> 922 ;
923 [label="X[52] <= 0.5\ngini = 0.5\nsamples = 115\nvalue = [59, 56]", fillcolor="#fef9f5"] ;
922 -> 923 ;
924 [label="X[20] <= 0.5\ngini = 0.499\nsamples = 112\nvalue = [58, 54]", fillcolor="#fdf6f1"] ;
923 -> 924 ;
925 [label="X[102] <= 0.5\ngini = 0.5\nsamples = 98\nvalue = [50, 48]", fillcolor="#fefaf7"] ;
924 -> 925 ;
926 [label="X[49] <= 0.5\ngini = 0.5\nsamples = 93\nvalue = [47, 46]", fillcolor="#fefcfb"] ;
925 -> 926 ;
927 [label="X[35] <= 0.5\ngini = 0.5\nsamples = 88\nvalue = [44, 44]", fillcolor="#ffffff"] ;
926 -> 927 ;
928 [label="X[56] <= 0.5\ngini = 0.5\nsamples = 77\nvalue = [38, 39]", fillcolor="#fafcfe"] ;
927 -> 928 ;
929 [label="X[64] <= 0.5\ngini = 0.5\nsamples = 60\nvalue = [30, 30]", fillcolor="#ffffff"] ;
928 -> 929 ;
930 [label="X[61] <= 0.5\ngini = 0.5\nsamples = 26\nvalue = [13, 13]", fillcolor="#ffffff"] ;
929 -> 930 ;
931 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
930 -> 931 ;
932 [label="gini = 0.5\nsamples = 22\nvalue = [11, 11]", fillcolor="#ffffff"] ;
930 -> 932 ;
933 [label="gini = 0.5\nsamples = 34\nvalue = [17, 17]", fillcolor="#ffffff"] ;
929 -> 933 ;
934 [label="gini = 0.498\nsamples = 17\nvalue = [8, 9]", fillcolor="#e9f4fc"] ;
928 -> 934 ;
935 [label="gini = 0.496\nsamples = 11\nvalue = [6, 5]", fillcolor="#fbeade"] ;
927 -> 935 ;
936 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
926 -> 936 ;
937 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ;
925 -> 937 ;
938 [label="gini = 0.49\nsamples = 14\nvalue = [8, 6]", fillcolor="#f8e0ce"] ;
924 -> 938 ;
939 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
923 -> 939 ;
940 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
922 -> 940 ;
941 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
921 -> 941 ;
942 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
920 -> 942 ;
943 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
919 -> 943 ;
944 [label="gini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#91c9f1"] ;
918 -> 944 ;
945 [label="gini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ;
917 -> 945 ;
946 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
916 -> 946 ;
947 [label="gini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#6ab6ec"] ;
915 -> 947 ;
948 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
914 -> 948 ;
949 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
913 -> 949 ;
950 [label="gini = 0.346\nsamples = 9\nvalue = [7, 2]", fillcolor="#eca572"] ;
912 -> 950 ;
951 [label="X[56] <= 0.5\ngini = 0.5\nsamples = 2617\nvalue = [1322, 1295]", fillcolor="#fefcfb"] ;
911 -> 951 ;
952 [label="X[59] <= 0.5\ngini = 0.5\nsamples = 2531\nvalue = [1286, 1245]", fillcolor="#fefbf9"] ;
951 -> 952 ;
953 [label="X[49] <= 0.5\ngini = 0.5\nsamples = 2461\nvalue = [1245, 1216]", fillcolor="#fefcfa"] ;
952 -> 953 ;
954 [label="X[85] <= 0.5\ngini = 0.5\nsamples = 2402\nvalue = [1220, 1182]", fillcolor="#fefbf9"] ;
953 -> 954 ;
955 [label="X[10] <= 0.5\ngini = 0.5\nsamples = 2364\nvalue = [1197, 1167]", fillcolor="#fefcfa"] ;
954 -> 955 ;
956 [label="X[53] <= 0.5\ngini = 0.5\nsamples = 2267\nvalue = [1143, 1124]", fillcolor="#fffdfc"] ;
955 -> 956 ;
957 [label="X[102] <= 0.5\ngini = 0.5\nsamples = 2069\nvalue = [1036, 1033]", fillcolor="#fffffe"] ;
956 -> 957 ;
958 [label="X[12] <= 0.5\ngini = 0.5\nsamples = 1958\nvalue = [985, 973]", fillcolor="#fffdfd"] ;
957 -> 958 ;
959 [label="X[105] <= 0.5\ngini = 0.5\nsamples = 1760\nvalue = [880, 880]", fillcolor="#ffffff"] ;
958 -> 959 ;
960 [label="X[41] <= 0.5\ngini = 0.5\nsamples = 1645\nvalue = [818, 827]", fillcolor="#fdfeff"] ;
959 -> 960 ;
961 [label="X[51] <= 0.5\ngini = 0.5\nsamples = 1568\nvalue = [777, 791]", fillcolor="#fbfdff"] ;
960 -> 961 ;
962 [label="X[60] <= 0.5\ngini = 0.5\nsamples = 1510\nvalue = [746, 764]", fillcolor="#fafdfe"] ;
961 -> 962 ;
963 [label="X[61] <= 0.5\ngini = 0.5\nsamples = 1422\nvalue = [705, 717]", fillcolor="#fcfdff"] ;
962 -> 963 ;
964 [label="X[20] <= 0.5\ngini = 0.5\nsamples = 1202\nvalue = [599, 603]", fillcolor="#fefeff"] ;
963 -> 964 ;
965 [label="X[35] <= 0.5\ngini = 0.5\nsamples = 1033\nvalue = [517, 516]", fillcolor="#ffffff"] ;
964 -> 965 ;
966 [label="X[30] <= 0.5\ngini = 0.5\nsamples = 905\nvalue = [452, 453]", fillcolor="#ffffff"] ;
965 -> 966 ;
967 [label="X[44] <= 0.5\ngini = 0.5\nsamples = 804\nvalue = [401, 403]", fillcolor="#feffff"] ;
966 -> 967 ;
968 [label="X[52] <= 0.5\ngini = 0.5\nsamples = 671\nvalue = [334, 337]", fillcolor="#fdfeff"] ;
967 -> 968 ;
969 [label="X[57] <= 0.5\ngini = 0.5\nsamples = 595\nvalue = [296, 299]", fillcolor="#fdfeff"] ;
968 -> 969 ;
970 [label="gini = 0.5\nsamples = 450\nvalue = [224, 226]", fillcolor="#fdfeff"] ;
969 -> 970 ;
971 [label="gini = 0.5\nsamples = 145\nvalue = [72, 73]", fillcolor="#fcfeff"] ;
969 -> 971 ;
972 [label="gini = 0.5\nsamples = 76\nvalue = [38, 38]", fillcolor="#ffffff"] ;
968 -> 972 ;
973 [label="gini = 0.5\nsamples = 133\nvalue = [67, 66]", fillcolor="#fffdfc"] ;
967 -> 973 ;
974 [label="gini = 0.5\nsamples = 101\nvalue = [51, 50]", fillcolor="#fefdfb"] ;
966 -> 974 ;
975 [label="gini = 0.5\nsamples = 128\nvalue = [65, 63]", fillcolor="#fefbf9"] ;
965 -> 975 ;
976 [label="gini = 0.5\nsamples = 169\nvalue = [82, 87]", fillcolor="#f4f9fe"] ;
964 -> 976 ;
977 [label="gini = 0.499\nsamples = 220\nvalue = [106, 114]", fillcolor="#f1f8fd"] ;
963 -> 977 ;
978 [label="gini = 0.498\nsamples = 88\nvalue = [41, 47]", fillcolor="#e6f2fc"] ;
962 -> 978 ;
979 [label="gini = 0.498\nsamples = 58\nvalue = [31, 27]", fillcolor="#fcefe5"] ;
961 -> 979 ;
980 [label="gini = 0.498\nsamples = 77\nvalue = [41, 36]", fillcolor="#fcf0e7"] ;
960 -> 980 ;
981 [label="gini = 0.497\nsamples = 115\nvalue = [62, 53]", fillcolor="#fbede2"] ;
959 -> 981 ;
982 [label="gini = 0.498\nsamples = 198\nvalue = [105, 93]", fillcolor="#fcf1e8"] ;
958 -> 982 ;
983 [label="gini = 0.497\nsamples = 111\nvalue = [51, 60]", fillcolor="#e1f0fb"] ;
957 -> 983 ;
984 [label="gini = 0.497\nsamples = 198\nvalue = [107, 91]", fillcolor="#fbece1"] ;
956 -> 984 ;
985 [label="gini = 0.494\nsamples = 97\nvalue = [54, 43]", fillcolor="#fae5d7"] ;
955 -> 985 ;
986 [label="gini = 0.478\nsamples = 38\nvalue = [23, 15]", fillcolor="#f6d3ba"] ;
954 -> 986 ;
987 [label="gini = 0.488\nsamples = 59\nvalue = [25, 34]", fillcolor="#cbe5f8"] ;
953 -> 987 ;
988 [label="gini = 0.485\nsamples = 70\nvalue = [41, 29]", fillcolor="#f7dac5"] ;
952 -> 988 ;
989 [label="gini = 0.487\nsamples = 86\nvalue = [36, 50]", fillcolor="#c8e4f8"] ;
951 -> 989 ;
990 [label="X[0] <= 0.5\ngini = 0.485\nsamples = 111\nvalue = [46, 65]", fillcolor="#c5e2f7"] ;
910 -> 990 ;
991 [label="gini = 0.488\nsamples = 109\nvalue = [46, 63]", fillcolor="#cae5f8"] ;
990 -> 991 ;
992 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
990 -> 992 ;
993 [label="X[4] <= 0.5\ngini = 0.487\nsamples = 122\nvalue = [51, 71]", fillcolor="#c7e3f8"] ;
909 -> 993 ;
994 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
993 -> 994 ;
995 [label="gini = 0.484\nsamples = 119\nvalue = [49, 70]", fillcolor="#c4e2f7"] ;
993 -> 995 ;
996 [label="X[0] <= 0.5\ngini = 0.473\nsamples = 60\nvalue = [23, 37]", fillcolor="#b4daf5"] ;
908 -> 996 ;
997 [label="gini = 0.469\nsamples = 48\nvalue = [18, 30]", fillcolor="#b0d8f5"] ;
996 -> 997 ;
998 [label="gini = 0.486\nsamples = 12\nvalue = [5, 7]", fillcolor="#c6e3f8"] ;
996 -> 998 ;
999 [label="X[4] <= 0.5\ngini = 0.491\nsamples = 368\nvalue = [160, 208]", fillcolor="#d1e8f9"] ;
907 -> 999 ;
1000 [label="gini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#e3f1fb"] ;
999 -> 1000 ;
1001 [label="gini = 0.491\nsamples = 355\nvalue = [154, 201]", fillcolor="#d1e8f9"] ;
999 -> 1001 ;
1002 [label="X[4] <= 0.5\ngini = 0.482\nsamples = 185\nvalue = [75, 110]", fillcolor="#c0e0f7"] ;
906 -> 1002 ;
1003 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
1002 -> 1003 ;
1004 [label="gini = 0.48\nsamples = 182\nvalue = [73, 109]", fillcolor="#bedff6"] ;
1002 -> 1004 ;
1005 [label="X[4] <= 0.5\ngini = 0.495\nsamples = 1602\nvalue = [724, 878]", fillcolor="#dceefa"] ;
905 -> 1005 ;
1006 [label="gini = 0.497\nsamples = 67\nvalue = [31, 36]", fillcolor="#e4f1fb"] ;
1005 -> 1006 ;
1007 [label="gini = 0.495\nsamples = 1535\nvalue = [693, 842]", fillcolor="#dceefa"] ;
1005 -> 1007 ;
1008 [label="X[4] <= 0.5\ngini = 0.494\nsamples = 194\nvalue = [108, 86]", fillcolor="#fae5d7"] ;
904 -> 1008 ;
1009 [label="gini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ;
1008 -> 1009 ;
1010 [label="gini = 0.489\nsamples = 185\nvalue = [106, 79]", fillcolor="#f8dfcd"] ;
1008 -> 1010 ;
1011 [label="X[4] <= 0.5\ngini = 0.448\nsamples = 59\nvalue = [39, 20]", fillcolor="#f2c29f"] ;
903 -> 1011 ;
1012 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
1011 -> 1012 ;
1013 [label="gini = 0.432\nsamples = 57\nvalue = [39, 18]", fillcolor="#f1bb94"] ;
1011 -> 1013 ;
1014 [label="X[0] <= 0.5\ngini = 0.467\nsamples = 210\nvalue = [78, 132]", fillcolor="#aed7f4"] ;
902 -> 1014 ;
1015 [label="gini = 0.467\nsamples = 205\nvalue = [76, 129]", fillcolor="#aed7f4"] ;
1014 -> 1015 ;
1016 [label="gini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ;
1014 -> 1016 ;
1017 [label="X[4] <= 0.5\ngini = 0.459\nsamples = 193\nvalue = [69, 124]", fillcolor="#a7d4f3"] ;
901 -> 1017 ;
1018 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
1017 -> 1018 ;
1019 [label="gini = 0.459\nsamples = 185\nvalue = [66, 119]", fillcolor="#a7d3f3"] ;
1017 -> 1019 ;
1020 [label="X[0] <= 0.5\ngini = 0.463\nsamples = 220\nvalue = [80, 140]", fillcolor="#aad5f4"] ;
900 -> 1020 ;
1021 [label="gini = 0.467\nsamples = 213\nvalue = [79, 134]", fillcolor="#aed7f4"] ;
1020 -> 1021 ;
1022 [label="gini = 0.245\nsamples = 7\nvalue = [1, 6]", fillcolor="#5aade9"] ;
1020 -> 1022 ;
1023 [label="X[4] <= 0.5\ngini = 0.492\nsamples = 352\nvalue = [198, 154]", fillcolor="#f9e3d3"] ;
899 -> 1023 ;
1024 [label="gini = 0.346\nsamples = 45\nvalue = [10, 35]", fillcolor="#72b9ec"] ;
1023 -> 1024 ;
1025 [label="gini = 0.475\nsamples = 307\nvalue = [188, 119]", fillcolor="#f5d1b6"] ;
1023 -> 1025 ;
1026 [label="X[0] <= 0.5\ngini = 0.483\nsamples = 228\nvalue = [135, 93]", fillcolor="#f7d8c1"] ;
898 -> 1026 ;
1027 [label="gini = 0.482\nsamples = 227\nvalue = [135, 92]", fillcolor="#f7d7c0"] ;
1026 -> 1027 ;
1028 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1026 -> 1028 ;
1029 [label="X[106] <= 0.5\ngini = 0.499\nsamples = 4915\nvalue = [2551, 2364]", fillcolor="#fdf6f0"] ;
897 -> 1029 ;
1030 [label="X[20] <= 0.5\ngini = 0.499\nsamples = 4831\nvalue = [2529, 2302]", fillcolor="#fdf4ed"] ;
1029 -> 1030 ;
1031 [label="X[75] <= 0.5\ngini = 0.499\nsamples = 4679\nvalue = [2423, 2256]", fillcolor="#fdf6f1"] ;
1030 -> 1031 ;
1032 [label="X[51] <= 0.5\ngini = 0.499\nsamples = 4627\nvalue = [2411, 2216]", fillcolor="#fdf5ef"] ;
1031 -> 1032 ;
1033 [label="X[35] <= 0.5\ngini = 0.499\nsamples = 4595\nvalue = [2403, 2192]", fillcolor="#fdf4ee"] ;
1032 -> 1033 ;
1034 [label="X[30] <= 0.5\ngini = 0.499\nsamples = 4507\nvalue = [2344, 2163]", fillcolor="#fdf5f0"] ;
1033 -> 1034 ;
1035 [label="X[42] <= 0.5\ngini = 0.499\nsamples = 4463\nvalue = [2312, 2151]", fillcolor="#fdf6f1"] ;
1034 -> 1035 ;
1036 [label="X[28] <= 0.5\ngini = 0.5\nsamples = 4368\nvalue = [2250, 2118]", fillcolor="#fdf8f3"] ;
1035 -> 1036 ;
1037 [label="X[44] <= 0.5\ngini = 0.5\nsamples = 2969\nvalue = [1488, 1481]", fillcolor="#fffefe"] ;
1036 -> 1037 ;
1038 [label="X[71] <= 0.5\ngini = 0.5\nsamples = 2866\nvalue = [1422, 1444]", fillcolor="#fcfeff"] ;
1037 -> 1038 ;
1039 [label="X[52] <= 0.5\ngini = 0.5\nsamples = 2679\nvalue = [1312, 1367]", fillcolor="#f7fbfe"] ;
1038 -> 1039 ;
1040 [label="X[40] <= 0.5\ngini = 0.5\nsamples = 2606\nvalue = [1265, 1341]", fillcolor="#f4f9fe"] ;
1039 -> 1040 ;
1041 [label="X[10] <= 0.5\ngini = 0.499\nsamples = 2585\nvalue = [1249, 1336]", fillcolor="#f2f9fd"] ;
1040 -> 1041 ;
1042 [label="X[80] <= 0.5\ngini = 0.499\nsamples = 2511\nvalue = [1205, 1306]", fillcolor="#f0f7fd"] ;
1041 -> 1042 ;
1043 [label="X[41] <= 0.5\ngini = 0.498\nsamples = 2172\nvalue = [1026, 1146]", fillcolor="#eaf5fc"] ;
1042 -> 1043 ;
1044 [label="X[76] <= 0.5\ngini = 0.499\nsamples = 2149\nvalue = [1019, 1130]", fillcolor="#ecf5fc"] ;
1043 -> 1044 ;
1045 [label="X[81] <= 0.5\ngini = 0.499\nsamples = 2112\nvalue = [1005, 1107]", fillcolor="#edf6fd"] ;
1044 -> 1045 ;
1046 [label="X[12] <= 0.5\ngini = 0.499\nsamples = 2041\nvalue = [976, 1065]", fillcolor="#eef7fd"] ;
1045 -> 1046 ;
1047 [label="X[102] <= 0.5\ngini = 0.499\nsamples = 1786\nvalue = [861, 925]", fillcolor="#f1f8fd"] ;
1046 -> 1047 ;
1048 [label="X[61] <= 0.5\ngini = 0.5\nsamples = 1696\nvalue = [822, 874]", fillcolor="#f3f9fd"] ;
1047 -> 1048 ;
1049 [label="X[53] <= 0.5\ngini = 0.5\nsamples = 1567\nvalue = [765, 802]", fillcolor="#f6fafe"] ;
1048 -> 1049 ;
1050 [label="X[49] <= 0.5\ngini = 0.5\nsamples = 1406\nvalue = [691, 715]", fillcolor="#f8fcfe"] ;
1049 -> 1050 ;
1051 [label="X[85] <= 0.5\ngini = 0.5\nsamples = 1356\nvalue = [664, 692]", fillcolor="#f7fbfe"] ;
1050 -> 1051 ;
1052 [label="X[56] <= 0.5\ngini = 0.5\nsamples = 1346\nvalue = [658, 688]", fillcolor="#f6fbfe"] ;
1051 -> 1052 ;
1053 [label="X[39] <= 0.5\ngini = 0.5\nsamples = 1289\nvalue = [632, 657]", fillcolor="#f7fbfe"] ;
1052 -> 1053 ;
1054 [label="X[17] <= 0.5\ngini = 0.5\nsamples = 1211\nvalue = [596, 615]", fillcolor="#f9fcfe"] ;
1053 -> 1054 ;
1055 [label="X[67] <= 0.5\ngini = 0.5\nsamples = 1000\nvalue = [495, 505]", fillcolor="#fbfdfe"] ;
1054 -> 1055 ;
1056 [label="X[105] <= 0.5\ngini = 0.5\nsamples = 910\nvalue = [452, 458]", fillcolor="#fcfeff"] ;
1055 -> 1056 ;
1057 [label="X[59] <= 0.5\ngini = 0.5\nsamples = 810\nvalue = [401, 409]", fillcolor="#fbfdfe"] ;
1056 -> 1057 ;
1058 [label="X[64] <= 0.5\ngini = 0.5\nsamples = 762\nvalue = [378, 384]", fillcolor="#fcfdff"] ;
1057 -> 1058 ;
1059 [label="X[60] <= 0.5\ngini = 0.5\nsamples = 215\nvalue = [108, 107]", fillcolor="#fffefd"] ;
1058 -> 1059 ;
1060 [label="X[82] <= 0.5\ngini = 0.5\nsamples = 154\nvalue = [77, 77]", fillcolor="#ffffff"] ;
1059 -> 1060 ;
1061 [label="gini = 0.5\nsamples = 108\nvalue = [54, 54]", fillcolor="#ffffff"] ;
1060 -> 1061 ;
1062 [label="gini = 0.5\nsamples = 46\nvalue = [23, 23]", fillcolor="#ffffff"] ;
1060 -> 1062 ;
1063 [label="gini = 0.5\nsamples = 61\nvalue = [31, 30]", fillcolor="#fefbf9"] ;
1059 -> 1063 ;
1064 [label="gini = 0.5\nsamples = 547\nvalue = [270, 277]", fillcolor="#fafdfe"] ;
1058 -> 1064 ;
1065 [label="gini = 0.499\nsamples = 48\nvalue = [23, 25]", fillcolor="#eff7fd"] ;
1057 -> 1065 ;
1066 [label="gini = 0.5\nsamples = 100\nvalue = [51, 49]", fillcolor="#fefaf7"] ;
1056 -> 1066 ;
1067 [label="gini = 0.499\nsamples = 90\nvalue = [43, 47]", fillcolor="#eef7fd"] ;
1055 -> 1067 ;
1068 [label="gini = 0.499\nsamples = 211\nvalue = [101, 110]", fillcolor="#eff7fd"] ;
1054 -> 1068 ;
1069 [label="gini = 0.497\nsamples = 78\nvalue = [36, 42]", fillcolor="#e3f1fb"] ;
1053 -> 1069 ;
1070 [label="gini = 0.496\nsamples = 57\nvalue = [26, 31]", fillcolor="#dfeffb"] ;
1052 -> 1070 ;
1071 [label="gini = 0.48\nsamples = 10\nvalue = [6, 4]", fillcolor="#f6d5bd"] ;
1051 -> 1071 ;
1072 [label="gini = 0.497\nsamples = 50\nvalue = [27, 23]", fillcolor="#fbece2"] ;
1050 -> 1072 ;
1073 [label="gini = 0.497\nsamples = 161\nvalue = [74, 87]", fillcolor="#e1f0fb"] ;
1049 -> 1073 ;
1074 [label="gini = 0.493\nsamples = 129\nvalue = [57, 72]", fillcolor="#d6ebfa"] ;
1048 -> 1074 ;
1075 [label="gini = 0.491\nsamples = 90\nvalue = [39, 51]", fillcolor="#d0e8f9"] ;
1047 -> 1075 ;
1076 [label="gini = 0.495\nsamples = 255\nvalue = [115, 140]", fillcolor="#dceefa"] ;
1046 -> 1076 ;
1077 [label="gini = 0.483\nsamples = 71\nvalue = [29, 42]", fillcolor="#c2e1f7"] ;
1045 -> 1077 ;
1078 [label="gini = 0.47\nsamples = 37\nvalue = [14, 23]", fillcolor="#b2d9f5"] ;
1044 -> 1078 ;
1079 [label="gini = 0.423\nsamples = 23\nvalue = [7, 16]", fillcolor="#90c8f0"] ;
1043 -> 1079 ;
1080 [label="gini = 0.498\nsamples = 339\nvalue = [179, 160]", fillcolor="#fcf2ea"] ;
1042 -> 1080 ;
1081 [label="gini = 0.482\nsamples = 74\nvalue = [44, 30]", fillcolor="#f7d7c0"] ;
1041 -> 1081 ;
1082 [label="gini = 0.363\nsamples = 21\nvalue = [16, 5]", fillcolor="#eda877"] ;
1040 -> 1082 ;
1083 [label="gini = 0.459\nsamples = 73\nvalue = [47, 26]", fillcolor="#f3c7a7"] ;
1039 -> 1083 ;
1084 [label="gini = 0.484\nsamples = 187\nvalue = [110, 77]", fillcolor="#f7d9c4"] ;
1038 -> 1084 ;
1085 [label="gini = 0.46\nsamples = 103\nvalue = [66, 37]", fillcolor="#f4c8a8"] ;
1037 -> 1085 ;
1086 [label="gini = 0.496\nsamples = 1399\nvalue = [762, 637]", fillcolor="#fbeadf"] ;
1036 -> 1086 ;
1087 [label="gini = 0.453\nsamples = 95\nvalue = [62, 33]", fillcolor="#f3c4a2"] ;
1035 -> 1087 ;
1088 [label="gini = 0.397\nsamples = 44\nvalue = [32, 12]", fillcolor="#efb083"] ;
1034 -> 1088 ;
1089 [label="gini = 0.442\nsamples = 88\nvalue = [59, 29]", fillcolor="#f2bf9a"] ;
1033 -> 1089 ;
1090 [label="gini = 0.375\nsamples = 32\nvalue = [8, 24]", fillcolor="#7bbeee"] ;
1032 -> 1090 ;
1091 [label="gini = 0.355\nsamples = 52\nvalue = [12, 40]", fillcolor="#74baed"] ;
1031 -> 1091 ;
1092 [label="gini = 0.422\nsamples = 152\nvalue = [106, 46]", fillcolor="#f0b88f"] ;
1030 -> 1092 ;
1093 [label="gini = 0.387\nsamples = 84\nvalue = [22, 62]", fillcolor="#7fc0ee"] ;
1029 -> 1093 ;
1094 [label="X[0] <= 0.5\ngini = 0.458\nsamples = 338\nvalue = [218, 120]", fillcolor="#f3c6a6"] ;
896 -> 1094 ;
1095 [label="X[1] <= 0.5\ngini = 0.453\nsamples = 320\nvalue = [209, 111]", fillcolor="#f3c4a2"] ;
1094 -> 1095 ;
1096 [label="gini = 0.462\nsamples = 174\nvalue = [111, 63]", fillcolor="#f4c9a9"] ;
1095 -> 1096 ;
1097 [label="gini = 0.441\nsamples = 146\nvalue = [98, 48]", fillcolor="#f2bf9a"] ;
1095 -> 1097 ;
1098 [label="gini = 0.5\nsamples = 18\nvalue = [9, 9]", fillcolor="#ffffff"] ;
1094 -> 1098 ;
1099 [label="X[0] <= 0.5\ngini = 0.487\nsamples = 1117\nvalue = [650, 467]", fillcolor="#f8dcc7"] ;
895 -> 1099 ;
1100 [label="X[1] <= 0.5\ngini = 0.484\nsamples = 1084\nvalue = [638, 446]", fillcolor="#f7d9c3"] ;
1099 -> 1100 ;
1101 [label="gini = 0.488\nsamples = 718\nvalue = [415, 303]", fillcolor="#f8ddca"] ;
1100 -> 1101 ;
1102 [label="gini = 0.476\nsamples = 366\nvalue = [223, 143]", fillcolor="#f6d2b8"] ;
1100 -> 1102 ;
1103 [label="gini = 0.463\nsamples = 33\nvalue = [12, 21]", fillcolor="#aad5f4"] ;
1099 -> 1103 ;
1104 [label="X[0] <= 0.5\ngini = 0.449\nsamples = 430\nvalue = [146, 284]", fillcolor="#9fcff2"] ;
894 -> 1104 ;
1105 [label="X[4] <= 0.5\ngini = 0.441\nsamples = 402\nvalue = [132, 270]", fillcolor="#9acdf2"] ;
1104 -> 1105 ;
1106 [label="gini = 0.418\nsamples = 168\nvalue = [50, 118]", fillcolor="#8dc7f0"] ;
1105 -> 1106 ;
1107 [label="gini = 0.455\nsamples = 234\nvalue = [82, 152]", fillcolor="#a4d2f3"] ;
1105 -> 1107 ;
1108 [label="gini = 0.5\nsamples = 28\nvalue = [14, 14]", fillcolor="#ffffff"] ;
1104 -> 1108 ;
1109 [label="X[4] <= 0.5\ngini = 0.418\nsamples = 369\nvalue = [110, 259]", fillcolor="#8dc7f0"] ;
893 -> 1109 ;
1110 [label="X[0] <= 0.5\ngini = 0.37\nsamples = 151\nvalue = [37, 114]", fillcolor="#79bded"] ;
1109 -> 1110 ;
1111 [label="gini = 0.366\nsamples = 137\nvalue = [33, 104]", fillcolor="#78bced"] ;
1110 -> 1111 ;
1112 [label="gini = 0.408\nsamples = 14\nvalue = [4, 10]", fillcolor="#88c4ef"] ;
1110 -> 1112 ;
1113 [label="gini = 0.445\nsamples = 218\nvalue = [73, 145]", fillcolor="#9dcef2"] ;
1109 -> 1113 ;
1114 [label="X[30] <= 0.5\ngini = 0.49\nsamples = 420618\nvalue = [180687, 239931]", fillcolor="#cee7f9"] ;
892 -> 1114 ;
1115 [label="X[71] <= 0.5\ngini = 0.49\nsamples = 413091\nvalue = [176811, 236280]", fillcolor="#cde6f8"] ;
1114 -> 1115 ;
1116 [label="X[28] <= 0.5\ngini = 0.489\nsamples = 398623\nvalue = [169722, 228901]", fillcolor="#cce6f8"] ;
1115 -> 1116 ;
1117 [label="X[10] <= 0.5\ngini = 0.487\nsamples = 311960\nvalue = [130769, 181191]", fillcolor="#c8e4f8"] ;
1116 -> 1117 ;
1118 [label="X[17] <= 0.5\ngini = 0.486\nsamples = 306707\nvalue = [128041, 178666]", fillcolor="#c7e3f8"] ;
1117 -> 1118 ;
1119 [label="X[59] <= 0.5\ngini = 0.485\nsamples = 270223\nvalue = [111586, 158637]", fillcolor="#c4e2f7"] ;
1118 -> 1119 ;
1120 [label="X[20] <= 0.5\ngini = 0.484\nsamples = 266786\nvalue = [109759, 157027]", fillcolor="#c3e2f7"] ;
1119 -> 1120 ;
1121 [label="X[35] <= 0.5\ngini = 0.484\nsamples = 259983\nvalue = [106387, 153596]", fillcolor="#c2e1f7"] ;
1120 -> 1121 ;
1122 [label="X[16] <= 0.5\ngini = 0.483\nsamples = 253324\nvalue = [103084, 150240]", fillcolor="#c1e0f7"] ;
1121 -> 1122 ;
1123 [label="X[52] <= 0.5\ngini = 0.482\nsamples = 247743\nvalue = [100311, 147432]", fillcolor="#c0e0f7"] ;
1122 -> 1123 ;
1124 [label="X[82] <= 0.5\ngini = 0.481\nsamples = 242099\nvalue = [97629, 144470]", fillcolor="#bfdff7"] ;
1123 -> 1124 ;
1125 [label="X[44] <= 0.5\ngini = 0.481\nsamples = 235973\nvalue = [94747, 141226]", fillcolor="#bedff6"] ;
1124 -> 1125 ;
1126 [label="X[60] <= 0.5\ngini = 0.48\nsamples = 229337\nvalue = [91658, 137679]", fillcolor="#bddef6"] ;
1125 -> 1126 ;
1127 [label="X[40] <= 0.5\ngini = 0.479\nsamples = 222550\nvalue = [88506, 134044]", fillcolor="#bcdef6"] ;
1126 -> 1127 ;
1128 [label="X[105] <= 0.5\ngini = 0.479\nsamples = 219470\nvalue = [87003, 132467]", fillcolor="#bbddf6"] ;
1127 -> 1128 ;
1129 [label="X[76] <= 0.5\ngini = 0.478\nsamples = 215103\nvalue = [84955, 130148]", fillcolor="#baddf6"] ;
1128 -> 1129 ;
1130 [label="X[12] <= 0.5\ngini = 0.478\nsamples = 211072\nvalue = [83627, 127445]", fillcolor="#bbddf6"] ;
1129 -> 1130 ;
1131 [label="X[101] <= 0.5\ngini = 0.478\nsamples = 202128\nvalue = [79741, 122387]", fillcolor="#baddf6"] ;
1130 -> 1131 ;
1132 [label="X[81] <= 0.5\ngini = 0.478\nsamples = 194476\nvalue = [77026, 117450]", fillcolor="#bbddf6"] ;
1131 -> 1132 ;
1133 [label="X[85] <= 0.5\ngini = 0.479\nsamples = 189475\nvalue = [75300, 114175]", fillcolor="#bcdef6"] ;
1132 -> 1133 ;
1134 [label="X[75] <= 0.5\ngini = 0.479\nsamples = 188156\nvalue = [74654, 113502]", fillcolor="#bbddf6"] ;
1133 -> 1134 ;
1135 [label="X[25] <= 0.5\ngini = 0.479\nsamples = 184069\nvalue = [73201, 110868]", fillcolor="#bcdef6"] ;
1134 -> 1135 ;
1136 [label="X[42] <= 0.5\ngini = 0.478\nsamples = 146679\nvalue = [57961, 88718]", fillcolor="#baddf6"] ;
1135 -> 1136 ;
1137 [label="X[53] <= 0.5\ngini = 0.477\nsamples = 131772\nvalue = [51795, 79977]", fillcolor="#b9dcf6"] ;
1136 -> 1137 ;
1138 [label="X[96] <= 0.5\ngini = 0.478\nsamples = 119804\nvalue = [47224, 72580]", fillcolor="#baddf6"] ;
1137 -> 1138 ;
1139 [label="X[41] <= 0.5\ngini = 0.478\nsamples = 116149\nvalue = [45862, 70287]", fillcolor="#baddf6"] ;
1138 -> 1139 ;
1140 [label="X[51] <= 0.5\ngini = 0.478\nsamples = 113235\nvalue = [44775, 68460]", fillcolor="#baddf6"] ;
1139 -> 1140 ;
1141 [label="X[61] <= 0.5\ngini = 0.478\nsamples = 109190\nvalue = [43231, 65959]", fillcolor="#bbddf6"] ;
1140 -> 1141 ;
1142 [label="X[39] <= 0.5\ngini = 0.478\nsamples = 85355\nvalue = [33693, 51662]", fillcolor="#baddf6"] ;
1141 -> 1142 ;
1143 [label="X[57] <= 0.5\ngini = 0.478\nsamples = 83835\nvalue = [33069, 50766]", fillcolor="#baddf6"] ;
1142 -> 1143 ;
1144 [label="X[102] <= 0.5\ngini = 0.478\nsamples = 77214\nvalue = [30502, 46712]", fillcolor="#baddf6"] ;
1143 -> 1144 ;
1145 [label="X[64] <= 0.5\ngini = 0.478\nsamples = 73126\nvalue = [28917, 44209]", fillcolor="#bbddf6"] ;
1144 -> 1145 ;
1146 [label="X[106] <= 0.5\ngini = 0.479\nsamples = 37114\nvalue = [14754, 22360]", fillcolor="#bcdef6"] ;
1145 -> 1146 ;
1147 [label="X[49] <= 0.5\ngini = 0.479\nsamples = 33227\nvalue = [13225, 20002]", fillcolor="#bcdef6"] ;
1146 -> 1147 ;
1148 [label="X[67] <= 0.5\ngini = 0.479\nsamples = 30359\nvalue = [12075, 18284]", fillcolor="#bcdef6"] ;
1147 -> 1148 ;
1149 [label="X[56] <= 0.5\ngini = 0.479\nsamples = 25792\nvalue = [10264, 15528]", fillcolor="#bcdef6"] ;
1148 -> 1149 ;
1150 [label="gini = 0.479\nsamples = 16824\nvalue = [6692, 10132]", fillcolor="#bcdef6"] ;
1149 -> 1150 ;
1151 [label="gini = 0.479\nsamples = 8968\nvalue = [3572, 5396]", fillcolor="#bcdef6"] ;
1149 -> 1151 ;
1152 [label="gini = 0.479\nsamples = 4567\nvalue = [1811, 2756]", fillcolor="#bbddf6"] ;
1148 -> 1152 ;
1153 [label="gini = 0.48\nsamples = 2868\nvalue = [1150, 1718]", fillcolor="#bedff6"] ;
1147 -> 1153 ;
1154 [label="gini = 0.477\nsamples = 3887\nvalue = [1529, 2358]", fillcolor="#b9ddf6"] ;
1146 -> 1154 ;
1155 [label="gini = 0.477\nsamples = 36012\nvalue = [14163, 21849]", fillcolor="#b9ddf6"] ;
1145 -> 1155 ;
1156 [label="gini = 0.475\nsamples = 4088\nvalue = [1585, 2503]", fillcolor="#b6dbf5"] ;
1144 -> 1156 ;
1157 [label="gini = 0.475\nsamples = 6621\nvalue = [2567, 4054]", fillcolor="#b6dbf5"] ;
1143 -> 1157 ;
1158 [label="gini = 0.484\nsamples = 1520\nvalue = [624, 896]", fillcolor="#c3e1f7"] ;
1142 -> 1158 ;
1159 [label="gini = 0.48\nsamples = 23835\nvalue = [9538, 14297]", fillcolor="#bddef6"] ;
1141 -> 1159 ;
1160 [label="gini = 0.472\nsamples = 4045\nvalue = [1544, 2501]", fillcolor="#b3daf5"] ;
1140 -> 1160 ;
1161 [label="gini = 0.468\nsamples = 2914\nvalue = [1087, 1827]", fillcolor="#afd7f4"] ;
1139 -> 1161 ;
1162 [label="gini = 0.468\nsamples = 3655\nvalue = [1362, 2293]", fillcolor="#afd7f4"] ;
1138 -> 1162 ;
1163 [label="gini = 0.472\nsamples = 11968\nvalue = [4571, 7397]", fillcolor="#b3daf5"] ;
1137 -> 1163 ;
1164 [label="gini = 0.485\nsamples = 14907\nvalue = [6166, 8741]", fillcolor="#c5e2f7"] ;
1136 -> 1164 ;
1165 [label="gini = 0.483\nsamples = 37390\nvalue = [15240, 22150]", fillcolor="#c1e0f7"] ;
1135 -> 1165 ;
1166 [label="gini = 0.458\nsamples = 4087\nvalue = [1453, 2634]", fillcolor="#a6d3f3"] ;
1134 -> 1166 ;
1167 [label="gini = 0.5\nsamples = 1319\nvalue = [646, 673]", fillcolor="#f7fbfe"] ;
1133 -> 1167 ;
1168 [label="gini = 0.452\nsamples = 5001\nvalue = [1726, 3275]", fillcolor="#a1d1f3"] ;
1132 -> 1168 ;
1169 [label="gini = 0.458\nsamples = 7652\nvalue = [2715, 4937]", fillcolor="#a6d3f3"] ;
1131 -> 1169 ;
1170 [label="gini = 0.491\nsamples = 8944\nvalue = [3886, 5058]", fillcolor="#d1e8f9"] ;
1130 -> 1170 ;
1171 [label="gini = 0.442\nsamples = 4031\nvalue = [1328, 2703]", fillcolor="#9acdf2"] ;
1129 -> 1171 ;
1172 [label="gini = 0.498\nsamples = 4367\nvalue = [2048, 2319]", fillcolor="#e8f4fc"] ;
1128 -> 1172 ;
1173 [label="gini = 0.5\nsamples = 3080\nvalue = [1503, 1577]", fillcolor="#f6fafe"] ;
1127 -> 1173 ;
1174 [label="gini = 0.497\nsamples = 6787\nvalue = [3152, 3635]", fillcolor="#e5f2fc"] ;
1126 -> 1174 ;
1175 [label="gini = 0.498\nsamples = 6636\nvalue = [3089, 3547]", fillcolor="#e5f2fc"] ;
1125 -> 1175 ;
1176 [label="gini = 0.498\nsamples = 6126\nvalue = [2882, 3244]", fillcolor="#e9f4fc"] ;
1124 -> 1176 ;
1177 [label="gini = 0.499\nsamples = 5644\nvalue = [2682, 2962]", fillcolor="#ecf6fd"] ;
1123 -> 1177 ;
1178 [label="gini = 0.5\nsamples = 5581\nvalue = [2773, 2808]", fillcolor="#fdfeff"] ;
1122 -> 1178 ;
1179 [label="gini = 0.5\nsamples = 6659\nvalue = [3303, 3356]", fillcolor="#fcfdff"] ;
1121 -> 1179 ;
1180 [label="gini = 0.5\nsamples = 6803\nvalue = [3372, 3431]", fillcolor="#fcfdff"] ;
1120 -> 1180 ;
1181 [label="gini = 0.498\nsamples = 3437\nvalue = [1827, 1610]", fillcolor="#fcf0e7"] ;
1119 -> 1181 ;
1182 [label="gini = 0.495\nsamples = 36484\nvalue = [16455, 20029]", fillcolor="#dceefa"] ;
1118 -> 1182 ;
1183 [label="gini = 0.499\nsamples = 5253\nvalue = [2728, 2525]", fillcolor="#fdf6f0"] ;
1117 -> 1183 ;
1184 [label="gini = 0.495\nsamples = 86663\nvalue = [38953, 47710]", fillcolor="#dbedfa"] ;
1116 -> 1184 ;
1185 [label="gini = 0.5\nsamples = 14468\nvalue = [7089, 7379]", fillcolor="#f7fbfe"] ;
1115 -> 1185 ;
1186 [label="gini = 0.5\nsamples = 7527\nvalue = [3876, 3651]", fillcolor="#fdf8f4"] ;
1114 -> 1186 ;
1187 [label="X[1] <= 0.5\ngini = 0.5\nsamples = 29440\nvalue = [14258, 15182]", fillcolor="#f3f9fd"] ;
891 -> 1187 ;
1188 [label="X[5] <= 0.5\ngini = 0.499\nsamples = 28994\nvalue = [13969, 15025]", fillcolor="#f1f8fd"] ;
1187 -> 1188 ;
1189 [label="X[0] <= 0.5\ngini = 0.497\nsamples = 765\nvalue = [411, 354]", fillcolor="#fbeee4"] ;
1188 -> 1189 ;
1190 [label="gini = 0.498\nsamples = 737\nvalue = [392, 345]", fillcolor="#fcf0e7"] ;
1189 -> 1190 ;
1191 [label="gini = 0.436\nsamples = 28\nvalue = [19, 9]", fillcolor="#f1bd97"] ;
1189 -> 1191 ;
1192 [label="gini = 0.499\nsamples = 28229\nvalue = [13558, 14671]", fillcolor="#f0f8fd"] ;
1188 -> 1192 ;
1193 [label="gini = 0.456\nsamples = 446\nvalue = [289, 157]", fillcolor="#f3c5a5"] ;
1187 -> 1193 ;
1194 [label="X[4] <= 0.5\ngini = 0.486\nsamples = 3714\nvalue = [2171, 1543]", fillcolor="#f7dbc6"] ;
890 -> 1194 ;
1195 [label="X[1] <= 0.5\ngini = 0.485\nsamples = 3675\nvalue = [2152, 1523]", fillcolor="#f7dac5"] ;
1194 -> 1195 ;
1196 [label="X[0] <= 0.5\ngini = 0.486\nsamples = 3629\nvalue = [2123, 1506]", fillcolor="#f7dac5"] ;
1195 -> 1196 ;
1197 [label="gini = 0.486\nsamples = 3625\nvalue = [2121, 1504]", fillcolor="#f7dac5"] ;
1196 -> 1197 ;
1198 [label="gini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ;
1196 -> 1198 ;
1199 [label="gini = 0.466\nsamples = 46\nvalue = [29, 17]", fillcolor="#f4cbad"] ;
1195 -> 1199 ;
1200 [label="gini = 0.5\nsamples = 39\nvalue = [19, 20]", fillcolor="#f5fafe"] ;
1194 -> 1200 ;
1201 [label="X[4] <= 0.5\ngini = 0.41\nsamples = 4347\nvalue = [1249, 3098]", fillcolor="#89c5ef"] ;
889 -> 1201 ;
1202 [label="X[0] <= 0.5\ngini = 0.412\nsamples = 4250\nvalue = [1231, 3019]", fillcolor="#8ac5f0"] ;
1201 -> 1202 ;
1203 [label="X[5] <= 0.5\ngini = 0.412\nsamples = 4244\nvalue = [1231, 3013]", fillcolor="#8ac5f0"] ;
1202 -> 1203 ;
1204 [label="gini = 0.398\nsamples = 84\nvalue = [23, 61]", fillcolor="#84c2ef"] ;
1203 -> 1204 ;
1205 [label="gini = 0.412\nsamples = 4160\nvalue = [1208, 2952]", fillcolor="#8ac5f0"] ;
1203 -> 1205 ;
1206 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5"] ;
1202 -> 1206 ;
1207 [label="gini = 0.302\nsamples = 97\nvalue = [18, 79]", fillcolor="#66b3eb"] ;
1201 -> 1207 ;
1208 [label="X[5] <= 0.5\ngini = 0.4\nsamples = 3962\nvalue = [1096, 2866]", fillcolor="#85c2ef"] ;
888 -> 1208 ;
1209 [label="X[0] <= 0.5\ngini = 0.453\nsamples = 124\nvalue = [43, 81]", fillcolor="#a2d1f3"] ;
1208 -> 1209 ;
1210 [label="X[1] <= 0.5\ngini = 0.45\nsamples = 117\nvalue = [40, 77]", fillcolor="#a0d0f3"] ;
1209 -> 1210 ;
1211 [label="gini = 0.45\nsamples = 82\nvalue = [28, 54]", fillcolor="#a0d0f2"] ;
1210 -> 1211 ;
1212 [label="gini = 0.451\nsamples = 35\nvalue = [12, 23]", fillcolor="#a0d0f3"] ;
1210 -> 1212 ;
1213 [label="gini = 0.49\nsamples = 7\nvalue = [3, 4]", fillcolor="#cee6f8"] ;
1209 -> 1213 ;
1214 [label="gini = 0.398\nsamples = 3838\nvalue = [1053, 2785]", fillcolor="#84c2ef"] ;
1208 -> 1214 ;
1215 [label="X[5] <= 0.5\ngini = 0.499\nsamples = 59738\nvalue = [28663, 31075]", fillcolor="#f0f7fd"] ;
887 -> 1215 ;
1216 [label="X[0] <= 0.5\ngini = 0.486\nsamples = 1124\nvalue = [655, 469]", fillcolor="#f8dbc7"] ;
1215 -> 1216 ;
1217 [label="X[4] <= 0.5\ngini = 0.483\nsamples = 1077\nvalue = [638, 439]", fillcolor="#f7d8c1"] ;
1216 -> 1217 ;
1218 [label="gini = 0.477\nsamples = 588\nvalue = [357, 231]", fillcolor="#f6d3b9"] ;
1217 -> 1218 ;
1219 [label="gini = 0.489\nsamples = 489\nvalue = [281, 208]", fillcolor="#f8decc"] ;
1217 -> 1219 ;
1220 [label="gini = 0.462\nsamples = 47\nvalue = [17, 30]", fillcolor="#a9d5f4"] ;
1216 -> 1220 ;
1221 [label="gini = 0.499\nsamples = 58614\nvalue = [28008, 30606]", fillcolor="#eef7fd"] ;
1215 -> 1221 ;
1222 [label="X[1] <= 0.5\ngini = 0.33\nsamples = 2330\nvalue = [485, 1845]", fillcolor="#6db7ec"] ;
886 -> 1222 ;
1223 [label="X[0] <= 0.5\ngini = 0.328\nsamples = 2304\nvalue = [476, 1828]", fillcolor="#6db7ec"] ;
1222 -> 1223 ;
1224 [label="X[4] <= 0.5\ngini = 0.328\nsamples = 2301\nvalue = [475, 1826]", fillcolor="#6db6ec"] ;
1223 -> 1224 ;
1225 [label="gini = 0.328\nsamples = 2159\nvalue = [447, 1712]", fillcolor="#6db7ec"] ;
1224 -> 1225 ;
1226 [label="gini = 0.317\nsamples = 142\nvalue = [28, 114]", fillcolor="#6ab5eb"] ;
1224 -> 1226 ;
1227 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
1223 -> 1227 ;
1228 [label="gini = 0.453\nsamples = 26\nvalue = [9, 17]", fillcolor="#a2d1f3"] ;
1222 -> 1228 ;
1229 [label="X[5] <= 0.5\ngini = 0.5\nsamples = 24756\nvalue = [12768, 11988]", fillcolor="#fdf7f3"] ;
885 -> 1229 ;
1230 [label="X[0] <= 0.5\ngini = 0.492\nsamples = 697\nvalue = [393, 304]", fillcolor="#f9e2d2"] ;
1229 -> 1230 ;
1231 [label="X[4] <= 0.5\ngini = 0.492\nsamples = 661\nvalue = [373, 288]", fillcolor="#f9e2d2"] ;
1230 -> 1231 ;
1232 [label="gini = 0.491\nsamples = 304\nvalue = [172, 132]", fillcolor="#f9e2d1"] ;
1231 -> 1232 ;
1233 [label="gini = 0.492\nsamples = 357\nvalue = [201, 156]", fillcolor="#f9e3d3"] ;
1231 -> 1233 ;
1234 [label="gini = 0.494\nsamples = 36\nvalue = [20, 16]", fillcolor="#fae6d7"] ;
1230 -> 1234 ;
1235 [label="gini = 0.5\nsamples = 24059\nvalue = [12375, 11684]", fillcolor="#fef8f4"] ;
1229 -> 1235 ;
1236 [label="X[5] <= 0.5\ngini = 0.467\nsamples = 35163\nvalue = [13052, 22111]", fillcolor="#aed7f4"] ;
884 -> 1236 ;
1237 [label="X[0] <= 0.5\ngini = 0.435\nsamples = 2032\nvalue = [651, 1381]", fillcolor="#96cbf1"] ;
1236 -> 1237 ;
1238 [label="X[1] <= 0.5\ngini = 0.435\nsamples = 1936\nvalue = [618, 1318]", fillcolor="#96cbf1"] ;
1237 -> 1238 ;
1239 [label="gini = 0.435\nsamples = 1345\nvalue = [430, 915]", fillcolor="#96cbf1"] ;
1238 -> 1239 ;
1240 [label="gini = 0.434\nsamples = 591\nvalue = [188, 403]", fillcolor="#95cbf1"] ;
1238 -> 1240 ;
1241 [label="gini = 0.451\nsamples = 96\nvalue = [33, 63]", fillcolor="#a1d0f3"] ;
1237 -> 1241 ;
1242 [label="gini = 0.468\nsamples = 33131\nvalue = [12401, 20730]", fillcolor="#afd8f5"] ;
1236 -> 1242 ;
1243 [label="X[17] <= 0.5\ngini = 0.483\nsamples = 518166\nvalue = [211242, 306924]", fillcolor="#c1e0f7"] ;
883 -> 1243 ;
1244 [label="X[10] <= 0.5\ngini = 0.482\nsamples = 498149\nvalue = [201178, 296971]", fillcolor="#bfdff7"] ;
1243 -> 1244 ;
1245 [label="X[35] <= 0.5\ngini = 0.481\nsamples = 492116\nvalue = [197827, 294289]", fillcolor="#bedff6"] ;
1244 -> 1245 ;
1246 [label="X[61] <= 0.5\ngini = 0.48\nsamples = 478217\nvalue = [191009, 287208]", fillcolor="#bddef6"] ;
1245 -> 1246 ;
1247 [label="X[57] <= 0.5\ngini = 0.479\nsamples = 461296\nvalue = [183063, 278233]", fillcolor="#bbddf6"] ;
1246 -> 1247 ;
1248 [label="X[14] <= 0.5\ngini = 0.477\nsamples = 436622\nvalue = [171849, 264773]", fillcolor="#baddf6"] ;
1247 -> 1248 ;
1249 [label="X[40] <= 0.5\ngini = 0.477\nsamples = 434768\nvalue = [170729, 264039]", fillcolor="#b9dcf6"] ;
1248 -> 1249 ;
1250 [label="X[52] <= 0.5\ngini = 0.477\nsamples = 433347\nvalue = [169919, 263428]", fillcolor="#b9dcf6"] ;
1249 -> 1250 ;
1251 [label="X[59] <= 0.5\ngini = 0.476\nsamples = 426633\nvalue = [166771, 259862]", fillcolor="#b8dcf6"] ;
1250 -> 1251 ;
1252 [label="X[44] <= 0.5\ngini = 0.476\nsamples = 423637\nvalue = [165272, 258365]", fillcolor="#b8dcf6"] ;
1251 -> 1252 ;
1253 [label="X[53] <= 0.5\ngini = 0.475\nsamples = 416050\nvalue = [161794, 254256]", fillcolor="#b7dbf6"] ;
1252 -> 1253 ;
1254 [label="X[105] <= 0.5\ngini = 0.475\nsamples = 401032\nvalue = [155255, 245777]", fillcolor="#b6dbf5"] ;
1253 -> 1254 ;
1255 [label="X[30] <= 0.5\ngini = 0.474\nsamples = 399183\nvalue = [154298, 244885]", fillcolor="#b6dbf5"] ;
1254 -> 1255 ;
1256 [label="X[92] <= 0.5\ngini = 0.474\nsamples = 398038\nvalue = [153672, 244366]", fillcolor="#b6dbf5"] ;
1255 -> 1256 ;
1257 [label="X[60] <= 0.5\ngini = 0.473\nsamples = 380421\nvalue = [146175, 234246]", fillcolor="#b5daf5"] ;
1256 -> 1257 ;
1258 [label="X[75] <= 0.5\ngini = 0.473\nsamples = 377976\nvalue = [144979, 232997]", fillcolor="#b4daf5"] ;
1257 -> 1258 ;
1259 [label="X[79] <= 0.5\ngini = 0.473\nsamples = 370849\nvalue = [142637, 228212]", fillcolor="#b5daf5"] ;
1258 -> 1259 ;
1260 [label="X[85] <= 0.5\ngini = 0.474\nsamples = 370102\nvalue = [142459, 227643]", fillcolor="#b5daf5"] ;
1259 -> 1260 ;
1261 [label="X[16] <= 0.5\ngini = 0.473\nsamples = 365356\nvalue = [140392, 224964]", fillcolor="#b5daf5"] ;
1260 -> 1261 ;
1262 [label="X[13] <= 0.5\ngini = 0.473\nsamples = 358555\nvalue = [137541, 221014]", fillcolor="#b4daf5"] ;
1261 -> 1262 ;
1263 [label="X[72] <= 0.5\ngini = 0.472\nsamples = 324930\nvalue = [124139, 200791]", fillcolor="#b3daf5"] ;
1262 -> 1263 ;
1264 [label="X[83] <= 0.5\ngini = 0.472\nsamples = 323056\nvalue = [123544, 199512]", fillcolor="#b4daf5"] ;
1263 -> 1264 ;
1265 [label="X[82] <= 0.5\ngini = 0.473\nsamples = 321043\nvalue = [122887, 198156]", fillcolor="#b4daf5"] ;
1264 -> 1265 ;
1266 [label="X[49] <= 0.5\ngini = 0.473\nsamples = 319336\nvalue = [122326, 197010]", fillcolor="#b4daf5"] ;
1265 -> 1266 ;
1267 [label="X[106] <= 0.5\ngini = 0.473\nsamples = 317767\nvalue = [121644, 196123]", fillcolor="#b4daf5"] ;
1266 -> 1267 ;
1268 [label="X[67] <= 0.5\ngini = 0.473\nsamples = 314438\nvalue = [120471, 193967]", fillcolor="#b4daf5"] ;
1267 -> 1268 ;
1269 [label="X[27] <= 0.5\ngini = 0.473\nsamples = 308629\nvalue = [118375, 190254]", fillcolor="#b4daf5"] ;
1268 -> 1269 ;
1270 [label="X[81] <= 0.5\ngini = 0.473\nsamples = 261917\nvalue = [100795, 161122]", fillcolor="#b5daf5"] ;
1269 -> 1270 ;
1271 [label="X[28] <= 0.5\ngini = 0.474\nsamples = 254844\nvalue = [98214, 156630]", fillcolor="#b5daf5"] ;
1270 -> 1271 ;
1272 [label="X[101] <= 0.5\ngini = 0.475\nsamples = 166885\nvalue = [64756, 102129]", fillcolor="#b7dbf5"] ;
1271 -> 1272 ;
1273 [label="X[94] <= 0.5\ngini = 0.475\nsamples = 164379\nvalue = [63844, 100535]", fillcolor="#b7dbf6"] ;
1272 -> 1273 ;
1274 [label="X[96] <= 0.5\ngini = 0.475\nsamples = 151743\nvalue = [59069, 92674]", fillcolor="#b7dbf6"] ;
1273 -> 1274 ;
1275 [label="X[20] <= 0.5\ngini = 0.476\nsamples = 150265\nvalue = [58536, 91729]", fillcolor="#b7dcf6"] ;
1274 -> 1275 ;
1276 [label="X[41] <= 0.5\ngini = 0.475\nsamples = 141422\nvalue = [54994, 86428]", fillcolor="#b7dbf6"] ;
1275 -> 1276 ;
1277 [label="X[80] <= 0.5\ngini = 0.475\nsamples = 139576\nvalue = [54237, 85339]", fillcolor="#b7dbf6"] ;
1276 -> 1277 ;
1278 [label="X[42] <= 0.5\ngini = 0.475\nsamples = 126163\nvalue = [48970, 77193]", fillcolor="#b7dbf5"] ;
1277 -> 1278 ;
1279 [label="X[102] <= 0.5\ngini = 0.475\nsamples = 125484\nvalue = [48697, 76787]", fillcolor="#b7dbf5"] ;
1278 -> 1279 ;
1280 [label="X[39] <= 0.5\ngini = 0.475\nsamples = 123446\nvalue = [47890, 75556]", fillcolor="#b6dbf5"] ;
1279 -> 1280 ;
1281 [label="X[56] <= 0.5\ngini = 0.475\nsamples = 122213\nvalue = [47419, 74794]", fillcolor="#b7dbf5"] ;
1280 -> 1281 ;
1282 [label="X[64] <= 0.5\ngini = 0.475\nsamples = 114566\nvalue = [44436, 70130]", fillcolor="#b6dbf5"] ;
1281 -> 1282 ;
1283 [label="X[12] <= 0.5\ngini = 0.475\nsamples = 82682\nvalue = [32045, 50637]", fillcolor="#b6dbf5"] ;
1282 -> 1283 ;
1284 [label="X[51] <= 0.5\ngini = 0.475\nsamples = 76710\nvalue = [29739, 46971]", fillcolor="#b6dbf5"] ;
1283 -> 1284 ;
1285 [label="X[25] <= 0.5\ngini = 0.475\nsamples = 71338\nvalue = [27664, 43674]", fillcolor="#b6dbf5"] ;
1284 -> 1285 ;
1286 [label="X[71] <= 0.5\ngini = 0.475\nsamples = 11862\nvalue = [4611, 7251]", fillcolor="#b7dbf6"] ;
1285 -> 1286 ;
1287 [label="gini = 0.475\nsamples = 8934\nvalue = [3472, 5462]", fillcolor="#b7dbf6"] ;
1286 -> 1287 ;
1288 [label="gini = 0.475\nsamples = 2928\nvalue = [1139, 1789]", fillcolor="#b7dbf6"] ;
1286 -> 1288 ;
1289 [label="gini = 0.475\nsamples = 59476\nvalue = [23053, 36423]", fillcolor="#b6dbf5"] ;
1285 -> 1289 ;
1290 [label="gini = 0.474\nsamples = 5372\nvalue = [2075, 3297]", fillcolor="#b6dbf5"] ;
1284 -> 1290 ;
1291 [label="gini = 0.474\nsamples = 5972\nvalue = [2306, 3666]", fillcolor="#b6dbf5"] ;
1283 -> 1291 ;
1292 [label="gini = 0.475\nsamples = 31884\nvalue = [12391, 19493]", fillcolor="#b7dbf6"] ;
1282 -> 1292 ;
1293 [label="gini = 0.476\nsamples = 7647\nvalue = [2983, 4664]", fillcolor="#b8dcf6"] ;
1281 -> 1293 ;
1294 [label="gini = 0.472\nsamples = 1233\nvalue = [471, 762]", fillcolor="#b3daf5"] ;
1280 -> 1294 ;
1295 [label="gini = 0.478\nsamples = 2038\nvalue = [807, 1231]", fillcolor="#bbddf6"] ;
1279 -> 1295 ;
1296 [label="gini = 0.481\nsamples = 679\nvalue = [273, 406]", fillcolor="#bedff6"] ;
1278 -> 1296 ;
1297 [label="gini = 0.477\nsamples = 13413\nvalue = [5267, 8146]", fillcolor="#b9dcf6"] ;
1277 -> 1297 ;
1298 [label="gini = 0.484\nsamples = 1846\nvalue = [757, 1089]", fillcolor="#c3e1f7"] ;
1276 -> 1298 ;
1299 [label="gini = 0.48\nsamples = 8843\nvalue = [3542, 5301]", fillcolor="#bddef6"] ;
1275 -> 1299 ;
1300 [label="gini = 0.461\nsamples = 1478\nvalue = [533, 945]", fillcolor="#a9d4f4"] ;
1274 -> 1300 ;
1301 [label="gini = 0.47\nsamples = 12636\nvalue = [4775, 7861]", fillcolor="#b1d9f5"] ;
1273 -> 1301 ;
1302 [label="gini = 0.463\nsamples = 2506\nvalue = [912, 1594]", fillcolor="#aad5f4"] ;
1272 -> 1302 ;
1303 [label="gini = 0.471\nsamples = 87959\nvalue = [33458, 54501]", fillcolor="#b3d9f5"] ;
1271 -> 1303 ;
1304 [label="gini = 0.464\nsamples = 7073\nvalue = [2581, 4492]", fillcolor="#abd5f4"] ;
1270 -> 1304 ;
1305 [label="gini = 0.469\nsamples = 46712\nvalue = [17580, 29132]", fillcolor="#b0d8f5"] ;
1269 -> 1305 ;
1306 [label="gini = 0.461\nsamples = 5809\nvalue = [2096, 3713]", fillcolor="#a9d4f4"] ;
1268 -> 1306 ;
1307 [label="gini = 0.456\nsamples = 3329\nvalue = [1173, 2156]", fillcolor="#a5d2f3"] ;
1267 -> 1307 ;
1308 [label="gini = 0.491\nsamples = 1569\nvalue = [682, 887]", fillcolor="#d1e8f9"] ;
1266 -> 1308 ;
1309 [label="gini = 0.441\nsamples = 1707\nvalue = [561, 1146]", fillcolor="#9acdf2"] ;
1265 -> 1309 ;
1310 [label="gini = 0.44\nsamples = 2013\nvalue = [657, 1356]", fillcolor="#99ccf2"] ;
1264 -> 1310 ;
1311 [label="gini = 0.433\nsamples = 1874\nvalue = [595, 1279]", fillcolor="#95cbf1"] ;
1263 -> 1311 ;
1312 [label="gini = 0.479\nsamples = 33625\nvalue = [13402, 20223]", fillcolor="#bcdef6"] ;
1262 -> 1312 ;
1313 [label="gini = 0.487\nsamples = 6801\nvalue = [2851, 3950]", fillcolor="#c8e4f8"] ;
1261 -> 1313 ;
1314 [label="gini = 0.492\nsamples = 4746\nvalue = [2067, 2679]", fillcolor="#d2e9f9"] ;
1260 -> 1314 ;
1315 [label="gini = 0.363\nsamples = 747\nvalue = [178, 569]", fillcolor="#77bced"] ;
1259 -> 1315 ;
1316 [label="gini = 0.441\nsamples = 7127\nvalue = [2342, 4785]", fillcolor="#9acdf2"] ;
1258 -> 1316 ;
1317 [label="gini = 0.5\nsamples = 2445\nvalue = [1196, 1249]", fillcolor="#f7fbfe"] ;
1257 -> 1317 ;
1318 [label="gini = 0.489\nsamples = 17617\nvalue = [7497, 10120]", fillcolor="#cce6f8"] ;
1256 -> 1318 ;
1319 [label="gini = 0.496\nsamples = 1145\nvalue = [626, 519]", fillcolor="#fbe9dd"] ;
1255 -> 1319 ;
1320 [label="gini = 0.499\nsamples = 1849\nvalue = [957, 892]", fillcolor="#fdf6f2"] ;
1254 -> 1320 ;
1321 [label="gini = 0.492\nsamples = 15018\nvalue = [6539, 8479]", fillcolor="#d2e9f9"] ;
1253 -> 1321 ;
1322 [label="gini = 0.497\nsamples = 7587\nvalue = [3478, 4109]", fillcolor="#e1f0fb"] ;
1252 -> 1322 ;
1323 [label="gini = 0.5\nsamples = 2996\nvalue = [1499, 1497]", fillcolor="#ffffff"] ;
1251 -> 1323 ;
1324 [label="gini = 0.498\nsamples = 6714\nvalue = [3148, 3566]", fillcolor="#e8f4fc"] ;
1250 -> 1324 ;
1325 [label="gini = 0.49\nsamples = 1421\nvalue = [810, 611]", fillcolor="#f9e0ce"] ;
1249 -> 1325 ;
1326 [label="gini = 0.478\nsamples = 1854\nvalue = [1120, 734]", fillcolor="#f6d4bb"] ;
1248 -> 1326 ;
1327 [label="gini = 0.496\nsamples = 24674\nvalue = [11214, 13460]", fillcolor="#deeffb"] ;
1247 -> 1327 ;
1328 [label="gini = 0.498\nsamples = 16921\nvalue = [7946, 8975]", fillcolor="#e8f4fc"] ;
1246 -> 1328 ;
1329 [label="gini = 0.5\nsamples = 13899\nvalue = [6818, 7081]", fillcolor="#f8fbfe"] ;
1245 -> 1329 ;
1330 [label="gini = 0.494\nsamples = 6033\nvalue = [3351, 2682]", fillcolor="#fae6d7"] ;
1244 -> 1330 ;
1331 [label="gini = 0.5\nsamples = 20017\nvalue = [10064, 9953]", fillcolor="#fffefd"] ;
1243 -> 1331 ;
1332 [label="X[5] <= 0.5\ngini = 0.473\nsamples = 122065\nvalue = [46746, 75319]", fillcolor="#b4daf5"] ;
882 -> 1332 ;
1333 [label="X[4] <= 0.5\ngini = 0.488\nsamples = 51839\nvalue = [21899, 29940]", fillcolor="#cae5f8"] ;
1332 -> 1333 ;
1334 [label="X[0] <= 0.5\ngini = 0.488\nsamples = 51099\nvalue = [21549, 29550]", fillcolor="#c9e4f8"] ;
1333 -> 1334 ;
1335 [label="X[2] <= 0.5\ngini = 0.488\nsamples = 51065\nvalue = [21538, 29527]", fillcolor="#c9e4f8"] ;
1334 -> 1335 ;
1336 [label="gini = 0.49\nsamples = 628\nvalue = [269, 359]", fillcolor="#cde6f8"] ;
1335 -> 1336 ;
1337 [label="gini = 0.488\nsamples = 50437\nvalue = [21269, 29168]", fillcolor="#c9e4f8"] ;
1335 -> 1337 ;
1338 [label="gini = 0.438\nsamples = 34\nvalue = [11, 23]", fillcolor="#98ccf1"] ;
1334 -> 1338 ;
1339 [label="gini = 0.499\nsamples = 740\nvalue = [350, 390]", fillcolor="#ebf5fc"] ;
1333 -> 1339 ;
1340 [label="gini = 0.457\nsamples = 70226\nvalue = [24847, 45379]", fillcolor="#a5d3f3"] ;
1332 -> 1340 ;
1341 [label="X[1] <= 0.5\ngini = 0.341\nsamples = 4313\nvalue = [939, 3374]", fillcolor="#70b8ec"] ;
881 -> 1341 ;
1342 [label="X[0] <= 0.5\ngini = 0.345\nsamples = 4202\nvalue = [932, 3270]", fillcolor="#71b9ec"] ;
1341 -> 1342 ;
1343 [label="X[2] <= 0.5\ngini = 0.345\nsamples = 4199\nvalue = [931, 3268]", fillcolor="#71b9ec"] ;
1342 -> 1343 ;
1344 [label="X[5] <= 0.5\ngini = 0.343\nsamples = 3062\nvalue = [674, 2388]", fillcolor="#71b9ec"] ;
1343 -> 1344 ;
1345 [label="gini = 0.335\nsamples = 80\nvalue = [17, 63]", fillcolor="#6eb7ec"] ;
1344 -> 1345 ;
1346 [label="gini = 0.344\nsamples = 2982\nvalue = [657, 2325]", fillcolor="#71b9ec"] ;
1344 -> 1346 ;
1347 [label="gini = 0.35\nsamples = 1137\nvalue = [257, 880]", fillcolor="#73baed"] ;
1343 -> 1347 ;
1348 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ;
1342 -> 1348 ;
1349 [label="gini = 0.118\nsamples = 111\nvalue = [7, 104]", fillcolor="#46a4e7"] ;
1341 -> 1349 ;
1350 [label="X[5] <= 0.5\ngini = 0.474\nsamples = 4967\nvalue = [3045, 1922]", fillcolor="#f5d1b6"] ;
880 -> 1350 ;
1351 [label="X[4] <= 0.5\ngini = 0.458\nsamples = 1685\nvalue = [1087, 598]", fillcolor="#f3c6a6"] ;
1350 -> 1351 ;
1352 [label="X[1] <= 0.5\ngini = 0.46\nsamples = 1654\nvalue = [1061, 593]", fillcolor="#f4c7a8"] ;
1351 -> 1352 ;
1353 [label="gini = 0.46\nsamples = 1630\nvalue = [1046, 584]", fillcolor="#f4c7a8"] ;
1352 -> 1353 ;
1354 [label="gini = 0.469\nsamples = 24\nvalue = [15, 9]", fillcolor="#f5cdb0"] ;
1352 -> 1354 ;
1355 [label="gini = 0.271\nsamples = 31\nvalue = [26, 5]", fillcolor="#ea995f"] ;
1351 -> 1355 ;
1356 [label="gini = 0.481\nsamples = 3282\nvalue = [1958, 1324]", fillcolor="#f7d6bf"] ;
1350 -> 1356 ;
1357 [label="X[0] <= 0.5\ngini = 0.395\nsamples = 8860\nvalue = [2397, 6463]", fillcolor="#82c1ef"] ;
879 -> 1357 ;
1358 [label="X[4] <= 0.5\ngini = 0.394\nsamples = 8856\nvalue = [2394, 6462]", fillcolor="#82c1ef"] ;
1357 -> 1358 ;
1359 [label="X[1] <= 0.5\ngini = 0.395\nsamples = 8790\nvalue = [2383, 6407]", fillcolor="#83c1ef"] ;
1358 -> 1359 ;
1360 [label="X[5] <= 0.5\ngini = 0.394\nsamples = 8665\nvalue = [2341, 6324]", fillcolor="#82c1ef"] ;
1359 -> 1360 ;
1361 [label="gini = 0.392\nsamples = 2586\nvalue = [691, 1895]", fillcolor="#81c1ee"] ;
1360 -> 1361 ;
1362 [label="gini = 0.396\nsamples = 6079\nvalue = [1650, 4429]", fillcolor="#83c2ef"] ;
1360 -> 1362 ;
1363 [label="gini = 0.446\nsamples = 125\nvalue = [42, 83]", fillcolor="#9dcff2"] ;
1359 -> 1363 ;
1364 [label="gini = 0.278\nsamples = 66\nvalue = [11, 55]", fillcolor="#61b1ea"] ;
1358 -> 1364 ;
1365 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
1357 -> 1365 ;
1366 [label="X[2] <= 0.5\ngini = 0.366\nsamples = 6429\nvalue = [1550, 4879]", fillcolor="#78bced"] ;
878 -> 1366 ;
1367 [label="X[0] <= 0.5\ngini = 0.347\nsamples = 4054\nvalue = [906, 3148]", fillcolor="#72b9ec"] ;
1366 -> 1367 ;
1368 [label="X[4] <= 0.5\ngini = 0.347\nsamples = 4051\nvalue = [906, 3145]", fillcolor="#72b9ec"] ;
1367 -> 1368 ;
1369 [label="X[5] <= 0.5\ngini = 0.347\nsamples = 4040\nvalue = [903, 3137]", fillcolor="#72b9ec"] ;
1368 -> 1369 ;
1370 [label="gini = 0.305\nsamples = 16\nvalue = [3, 13]", fillcolor="#67b4eb"] ;
1369 -> 1370 ;
1371 [label="gini = 0.347\nsamples = 4024\nvalue = [900, 3124]", fillcolor="#72b9ec"] ;
1369 -> 1371 ;
1372 [label="gini = 0.397\nsamples = 11\nvalue = [3, 8]", fillcolor="#83c2ef"] ;
1368 -> 1372 ;
1373 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
1367 -> 1373 ;
1374 [label="gini = 0.395\nsamples = 2375\nvalue = [644, 1731]", fillcolor="#83c1ef"] ;
1366 -> 1374 ;
1375 [label="X[2] <= 0.5\ngini = 0.384\nsamples = 7941\nvalue = [2054, 5887]", fillcolor="#7ebfee"] ;
877 -> 1375 ;
1376 [label="X[4] <= 0.5\ngini = 0.402\nsamples = 4187\nvalue = [1168, 3019]", fillcolor="#86c3ef"] ;
1375 -> 1376 ;
1377 [label="X[0] <= 0.5\ngini = 0.401\nsamples = 4149\nvalue = [1151, 2998]", fillcolor="#85c3ef"] ;
1376 -> 1377 ;
1378 [label="X[5] <= 0.5\ngini = 0.401\nsamples = 4146\nvalue = [1151, 2995]", fillcolor="#85c3ef"] ;
1377 -> 1378 ;
1379 [label="gini = 0.473\nsamples = 13\nvalue = [5, 8]", fillcolor="#b5daf5"] ;
1378 -> 1379 ;
1380 [label="gini = 0.401\nsamples = 4133\nvalue = [1146, 2987]", fillcolor="#85c3ef"] ;
1378 -> 1380 ;
1381 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
1377 -> 1381 ;
1382 [label="gini = 0.494\nsamples = 38\nvalue = [17, 21]", fillcolor="#d9ecfa"] ;
1376 -> 1382 ;
1383 [label="gini = 0.361\nsamples = 3754\nvalue = [886, 2868]", fillcolor="#76bbed"] ;
1375 -> 1383 ;
1384 [label="X[5] <= 0.5\ngini = 0.449\nsamples = 3528\nvalue = [2328, 1200]", fillcolor="#f2c29f"] ;
876 -> 1384 ;
1385 [label="X[0] <= 0.5\ngini = 0.428\nsamples = 1278\nvalue = [882, 396]", fillcolor="#f1ba92"] ;
1384 -> 1385 ;
1386 [label="X[1] <= 0.5\ngini = 0.427\nsamples = 1277\nvalue = [882, 395]", fillcolor="#f1b992"] ;
1385 -> 1386 ;
1387 [label="X[2] <= 0.5\ngini = 0.429\nsamples = 1258\nvalue = [866, 392]", fillcolor="#f1ba93"] ;
1386 -> 1387 ;
1388 [label="gini = 0.424\nsamples = 36\nvalue = [25, 11]", fillcolor="#f0b890"] ;
1387 -> 1388 ;
1389 [label="gini = 0.429\nsamples = 1222\nvalue = [841, 381]", fillcolor="#f1ba93"] ;
1387 -> 1389 ;
1390 [label="gini = 0.266\nsamples = 19\nvalue = [16, 3]", fillcolor="#ea995e"] ;
1386 -> 1390 ;
1391 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1385 -> 1391 ;
1392 [label="gini = 0.459\nsamples = 2250\nvalue = [1446, 804]", fillcolor="#f3c7a7"] ;
1384 -> 1392 ;
1393 [label="X[5] <= 0.5\ngini = 0.482\nsamples = 6835\nvalue = [4068, 2767]", fillcolor="#f7d7c0"] ;
875 -> 1393 ;
1394 [label="X[0] <= 0.5\ngini = 0.459\nsamples = 3477\nvalue = [2235, 1242]", fillcolor="#f3c7a7"] ;
1393 -> 1394 ;
1395 [label="X[4] <= 0.5\ngini = 0.459\nsamples = 3476\nvalue = [2235, 1241]", fillcolor="#f3c7a7"] ;
1394 -> 1395 ;
1396 [label="X[2] <= 0.5\ngini = 0.459\nsamples = 3401\nvalue = [2185, 1216]", fillcolor="#f3c7a7"] ;
1395 -> 1396 ;
1397 [label="gini = 0.465\nsamples = 76\nvalue = [48, 28]", fillcolor="#f4caac"] ;
1396 -> 1397 ;
1398 [label="gini = 0.459\nsamples = 3325\nvalue = [2137, 1188]", fillcolor="#f3c7a7"] ;
1396 -> 1398 ;
1399 [label="gini = 0.444\nsamples = 75\nvalue = [50, 25]", fillcolor="#f2c09c"] ;
1395 -> 1399 ;
1400 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1394 -> 1400 ;
1401 [label="gini = 0.496\nsamples = 3358\nvalue = [1833, 1525]", fillcolor="#fbeade"] ;
1393 -> 1401 ;
1402 [label="X[4] <= 0.5\ngini = 0.45\nsamples = 42181\nvalue = [14445, 27736]", fillcolor="#a0d0f3"] ;
874 -> 1402 ;
1403 [label="X[1] <= 0.5\ngini = 0.45\nsamples = 41839\nvalue = [14291, 27548]", fillcolor="#a0d0f2"] ;
1402 -> 1403 ;
1404 [label="X[2] <= 0.5\ngini = 0.449\nsamples = 41263\nvalue = [14052, 27211]", fillcolor="#9fd0f2"] ;
1403 -> 1404 ;
1405 [label="X[0] <= 0.5\ngini = 0.448\nsamples = 18700\nvalue = [6327, 12373]", fillcolor="#9ecff2"] ;
1404 -> 1405 ;
1406 [label="gini = 0.448\nsamples = 18681\nvalue = [6321, 12360]", fillcolor="#9ecff2"] ;
1405 -> 1406 ;
1407 [label="gini = 0.432\nsamples = 19\nvalue = [6, 13]", fillcolor="#94caf1"] ;
1405 -> 1407 ;
1408 [label="gini = 0.45\nsamples = 22563\nvalue = [7725, 14838]", fillcolor="#a0d0f3"] ;
1404 -> 1408 ;
1409 [label="gini = 0.486\nsamples = 576\nvalue = [239, 337]", fillcolor="#c5e3f7"] ;
1403 -> 1409 ;
1410 [label="gini = 0.495\nsamples = 342\nvalue = [154, 188]", fillcolor="#dbedfa"] ;
1402 -> 1410 ;
1411 [label="X[1] <= 0.5\ngini = 0.376\nsamples = 8607\nvalue = [2161, 6446]", fillcolor="#7bbeee"] ;
873 -> 1411 ;
1412 [label="X[2] <= 0.5\ngini = 0.376\nsamples = 8581\nvalue = [2150, 6431]", fillcolor="#7bbeee"] ;
1411 -> 1412 ;
1413 [label="X[5] <= 0.5\ngini = 0.385\nsamples = 3644\nvalue = [949, 2695]", fillcolor="#7fc0ee"] ;
1412 -> 1413 ;
1414 [label="X[4] <= 0.5\ngini = 0.428\nsamples = 58\nvalue = [18, 40]", fillcolor="#92c9f1"] ;
1413 -> 1414 ;
1415 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
1414 -> 1415 ;
1416 [label="gini = 0.42\nsamples = 50\nvalue = [15, 35]", fillcolor="#8ec7f0"] ;
1414 -> 1416 ;
1417 [label="gini = 0.384\nsamples = 3586\nvalue = [931, 2655]", fillcolor="#7ebfee"] ;
1413 -> 1417 ;
1418 [label="gini = 0.368\nsamples = 4937\nvalue = [1201, 3736]", fillcolor="#79bded"] ;
1412 -> 1418 ;
1419 [label="gini = 0.488\nsamples = 26\nvalue = [11, 15]", fillcolor="#cae5f8"] ;
1411 -> 1419 ;
1420 [label="X[2] <= 0.5\ngini = 0.495\nsamples = 15182\nvalue = [8335, 6847]", fillcolor="#fae9dc"] ;
872 -> 1420 ;
1421 [label="X[1] <= 0.5\ngini = 0.49\nsamples = 9347\nvalue = [5342, 4005]", fillcolor="#f8dfcd"] ;
1420 -> 1421 ;
1422 [label="X[5] <= 0.5\ngini = 0.49\nsamples = 9276\nvalue = [5295, 3981]", fillcolor="#f9e0ce"] ;
1421 -> 1422 ;
1423 [label="X[0] <= 0.5\ngini = 0.484\nsamples = 255\nvalue = [150, 105]", fillcolor="#f7d9c4"] ;
1422 -> 1423 ;
1424 [label="gini = 0.485\nsamples = 240\nvalue = [141, 99]", fillcolor="#f7d9c4"] ;
1423 -> 1424 ;
1425 [label="gini = 0.48\nsamples = 15\nvalue = [9, 6]", fillcolor="#f6d5bd"] ;
1423 -> 1425 ;
1426 [label="gini = 0.49\nsamples = 9021\nvalue = [5145, 3876]", fillcolor="#f9e0ce"] ;
1422 -> 1426 ;
1427 [label="gini = 0.448\nsamples = 71\nvalue = [47, 24]", fillcolor="#f2c19e"] ;
1421 -> 1427 ;
1428 [label="gini = 0.5\nsamples = 5835\nvalue = [2993, 2842]", fillcolor="#fef9f5"] ;
1420 -> 1428 ;
1429 [label="X[1] <= 0.5\ngini = 0.5\nsamples = 30029\nvalue = [15385, 14644]", fillcolor="#fef9f5"] ;
871 -> 1429 ;
1430 [label="X[5] <= 0.5\ngini = 0.5\nsamples = 29850\nvalue = [15263, 14587]", fillcolor="#fef9f6"] ;
1429 -> 1430 ;
1431 [label="X[0] <= 0.5\ngini = 0.499\nsamples = 16030\nvalue = [8329, 7701]", fillcolor="#fdf5f0"] ;
1430 -> 1431 ;
1432 [label="X[2] <= 0.5\ngini = 0.499\nsamples = 16005\nvalue = [8319, 7686]", fillcolor="#fdf5f0"] ;
1431 -> 1432 ;
1433 [label="gini = 0.496\nsamples = 273\nvalue = [148, 125]", fillcolor="#fbebe0"] ;
1432 -> 1433 ;
1434 [label="gini = 0.499\nsamples = 15732\nvalue = [8171, 7561]", fillcolor="#fdf6f0"] ;
1432 -> 1434 ;
1435 [label="gini = 0.48\nsamples = 25\nvalue = [10, 15]", fillcolor="#bddef6"] ;
1431 -> 1435 ;
1436 [label="gini = 0.5\nsamples = 13820\nvalue = [6934, 6886]", fillcolor="#fffefe"] ;
1430 -> 1436 ;
1437 [label="gini = 0.434\nsamples = 179\nvalue = [122, 57]", fillcolor="#f1bc96"] ;
1429 -> 1437 ;
1438 [label="X[2] <= 0.5\ngini = 0.489\nsamples = 12590\nvalue = [7233, 5357]", fillcolor="#f8decc"] ;
870 -> 1438 ;
1439 [label="X[4] <= 0.5\ngini = 0.498\nsamples = 6687\nvalue = [3540, 3147]", fillcolor="#fcf1e9"] ;
1438 -> 1439 ;
1440 [label="X[0] <= 0.5\ngini = 0.498\nsamples = 6553\nvalue = [3477, 3076]", fillcolor="#fcf0e8"] ;
1439 -> 1440 ;
1441 [label="X[1] <= 0.5\ngini = 0.498\nsamples = 6549\nvalue = [3474, 3075]", fillcolor="#fcf1e8"] ;
1440 -> 1441 ;
1442 [label="gini = 0.498\nsamples = 6411\nvalue = [3397, 3014]", fillcolor="#fcf1e9"] ;
1441 -> 1442 ;
1443 [label="gini = 0.493\nsamples = 138\nvalue = [77, 61]", fillcolor="#fae5d6"] ;
1441 -> 1443 ;
1444 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
1440 -> 1444 ;
1445 [label="gini = 0.498\nsamples = 134\nvalue = [63, 71]", fillcolor="#e9f4fc"] ;
1439 -> 1445 ;
1446 [label="gini = 0.468\nsamples = 5903\nvalue = [3693, 2210]", fillcolor="#f5ccaf"] ;
1438 -> 1446 ;
1447 [label="X[4] <= 0.5\ngini = 0.494\nsamples = 746030\nvalue = [332589, 413441]", fillcolor="#d8ecfa"] ;
869 -> 1447 ;
1448 [label="X[1] <= 0.5\ngini = 0.494\nsamples = 731864\nvalue = [324876, 406988]", fillcolor="#d7ebfa"] ;
1447 -> 1448 ;
1449 [label="X[5] <= 0.5\ngini = 0.494\nsamples = 724661\nvalue = [321337, 403324]", fillcolor="#d7ebfa"] ;
1448 -> 1449 ;
1450 [label="X[0] <= 0.5\ngini = 0.494\nsamples = 302222\nvalue = [134947, 167275]", fillcolor="#d9ecfa"] ;
1449 -> 1450 ;
1451 [label="gini = 0.494\nsamples = 301628\nvalue = [134661, 166967]", fillcolor="#d9ecfa"] ;
1450 -> 1451 ;
1452 [label="gini = 0.499\nsamples = 594\nvalue = [286, 308]", fillcolor="#f1f8fd"] ;
1450 -> 1452 ;
1453 [label="gini = 0.493\nsamples = 422439\nvalue = [186390, 236049]", fillcolor="#d5eafa"] ;
1449 -> 1453 ;
1454 [label="gini = 0.5\nsamples = 7203\nvalue = [3539, 3664]", fillcolor="#f8fcfe"] ;
1448 -> 1454 ;
1455 [label="gini = 0.496\nsamples = 14166\nvalue = [7713, 6453]", fillcolor="#fbeadf"] ;
1447 -> 1455 ;
1456 [label="X[1] <= 0.5\ngini = 0.452\nsamples = 6825\nvalue = [4470, 2355]", fillcolor="#f3c3a1"] ;
868 -> 1456 ;
1457 [label="X[5] <= 0.5\ngini = 0.453\nsamples = 6771\nvalue = [4425, 2346]", fillcolor="#f3c4a2"] ;
1456 -> 1457 ;
1458 [label="X[4] <= 0.5\ngini = 0.445\nsamples = 3489\nvalue = [2324, 1165]", fillcolor="#f2c09c"] ;
1457 -> 1458 ;
1459 [label="X[2] <= 0.5\ngini = 0.446\nsamples = 3438\nvalue = [2284, 1154]", fillcolor="#f2c19d"] ;
1458 -> 1459 ;
1460 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
1459 -> 1460 ;
1461 [label="gini = 0.446\nsamples = 3435\nvalue = [2282, 1153]", fillcolor="#f2c19d"] ;
1459 -> 1461 ;
1462 [label="gini = 0.338\nsamples = 51\nvalue = [40, 11]", fillcolor="#eca46f"] ;
1458 -> 1462 ;
1463 [label="gini = 0.461\nsamples = 3282\nvalue = [2101, 1181]", fillcolor="#f4c8a8"] ;
1457 -> 1463 ;
1464 [label="gini = 0.278\nsamples = 54\nvalue = [45, 9]", fillcolor="#ea9a61"] ;
1456 -> 1464 ;
1465 [label="X[94] <= 0.5\ngini = 0.446\nsamples = 41811\nvalue = [14043, 27768]", fillcolor="#9dcff2"] ;
867 -> 1465 ;
1466 [label="X[71] <= 0.5\ngini = 0.451\nsamples = 39397\nvalue = [13507, 25890]", fillcolor="#a0d0f3"] ;
1465 -> 1466 ;
1467 [label="X[79] <= 0.5\ngini = 0.455\nsamples = 37439\nvalue = [13074, 24365]", fillcolor="#a3d2f3"] ;
1466 -> 1467 ;
1468 [label="X[90] <= 0.5\ngini = 0.457\nsamples = 36656\nvalue = [12956, 23700]", fillcolor="#a5d3f3"] ;
1467 -> 1468 ;
1469 [label="X[108] <= 0.5\ngini = 0.458\nsamples = 36290\nvalue = [12888, 23402]", fillcolor="#a6d3f3"] ;
1468 -> 1469 ;
1470 [label="X[72] <= 0.5\ngini = 0.467\nsamples = 19986\nvalue = [7431, 12555]", fillcolor="#aed7f4"] ;
1469 -> 1470 ;
1471 [label="X[10] <= 0.5\ngini = 0.468\nsamples = 19783\nvalue = [7401, 12382]", fillcolor="#afd8f5"] ;
1470 -> 1471 ;
1472 [label="X[95] <= 0.5\ngini = 0.468\nsamples = 19672\nvalue = [7329, 12343]", fillcolor="#afd7f4"] ;
1471 -> 1472 ;
1473 [label="X[85] <= 0.5\ngini = 0.468\nsamples = 19562\nvalue = [7317, 12245]", fillcolor="#afd8f5"] ;
1472 -> 1473 ;
1474 [label="X[13] <= 0.5\ngini = 0.467\nsamples = 19425\nvalue = [7234, 12191]", fillcolor="#aed7f4"] ;
1473 -> 1474 ;
1475 [label="X[40] <= 0.5\ngini = 0.466\nsamples = 18986\nvalue = [7015, 11971]", fillcolor="#add6f4"] ;
1474 -> 1475 ;
1476 [label="X[23] <= 0.5\ngini = 0.465\nsamples = 18940\nvalue = [6981, 11959]", fillcolor="#add6f4"] ;
1475 -> 1476 ;
1477 [label="X[101] <= 0.5\ngini = 0.465\nsamples = 18840\nvalue = [6921, 11919]", fillcolor="#acd6f4"] ;
1476 -> 1477 ;
1478 [label="X[12] <= 0.5\ngini = 0.466\nsamples = 18241\nvalue = [6756, 11485]", fillcolor="#add7f4"] ;
1477 -> 1478 ;
1479 [label="X[80] <= 0.5\ngini = 0.466\nsamples = 18125\nvalue = [6689, 11436]", fillcolor="#add6f4"] ;
1478 -> 1479 ;
1480 [label="X[106] <= 0.5\ngini = 0.468\nsamples = 17057\nvalue = [6360, 10697]", fillcolor="#afd7f4"] ;
1479 -> 1480 ;
1481 [label="X[75] <= 0.5\ngini = 0.469\nsamples = 16793\nvalue = [6294, 10499]", fillcolor="#b0d8f5"] ;
1480 -> 1481 ;
1482 [label="X[107] <= 0.5\ngini = 0.471\nsamples = 15714\nvalue = [5955, 9759]", fillcolor="#b2d9f5"] ;
1481 -> 1482 ;
1483 [label="X[96] <= 0.5\ngini = 0.471\nsamples = 15651\nvalue = [5946, 9705]", fillcolor="#b2d9f5"] ;
1482 -> 1483 ;
1484 [label="X[81] <= 0.5\ngini = 0.472\nsamples = 15303\nvalue = [5847, 9456]", fillcolor="#b3daf5"] ;
1483 -> 1484 ;
1485 [label="X[48] <= 0.5\ngini = 0.473\nsamples = 14991\nvalue = [5757, 9234]", fillcolor="#b4daf5"] ;
1484 -> 1485 ;
1486 [label="X[16] <= 0.5\ngini = 0.472\nsamples = 14787\nvalue = [5656, 9131]", fillcolor="#b4daf5"] ;
1485 -> 1486 ;
1487 [label="X[17] <= 0.5\ngini = 0.471\nsamples = 14041\nvalue = [5330, 8711]", fillcolor="#b2d9f5"] ;
1486 -> 1487 ;
1488 [label="X[92] <= 0.5\ngini = 0.47\nsamples = 13761\nvalue = [5198, 8563]", fillcolor="#b1d8f5"] ;
1487 -> 1488 ;
1489 [label="X[35] <= 0.5\ngini = 0.466\nsamples = 10453\nvalue = [3871, 6582]", fillcolor="#add7f4"] ;
1488 -> 1489 ;
1490 [label="X[42] <= 0.5\ngini = 0.466\nsamples = 10343\nvalue = [3817, 6526]", fillcolor="#add6f4"] ;
1489 -> 1490 ;
1491 [label="X[82] <= 0.5\ngini = 0.465\nsamples = 10299\nvalue = [3793, 6506]", fillcolor="#acd6f4"] ;
1490 -> 1491 ;
1492 [label="X[46] <= 0.5\ngini = 0.464\nsamples = 10102\nvalue = [3704, 6398]", fillcolor="#acd6f4"] ;
1491 -> 1492 ;
1493 [label="X[30] <= 0.5\ngini = 0.464\nsamples = 10094\nvalue = [3698, 6396]", fillcolor="#abd6f4"] ;
1492 -> 1493 ;
1494 [label="X[22] <= 0.5\ngini = 0.464\nsamples = 10086\nvalue = [3698, 6388]", fillcolor="#acd6f4"] ;
1493 -> 1494 ;
1495 [label="X[63] <= 0.5\ngini = 0.465\nsamples = 10058\nvalue = [3693, 6365]", fillcolor="#acd6f4"] ;
1494 -> 1495 ;
1496 [label="X[58] <= 0.5\ngini = 0.466\nsamples = 9308\nvalue = [3444, 5864]", fillcolor="#add7f4"] ;
1495 -> 1496 ;
1497 [label="X[51] <= 0.5\ngini = 0.466\nsamples = 9301\nvalue = [3439, 5862]", fillcolor="#add6f4"] ;
1496 -> 1497 ;
1498 [label="X[52] <= 0.5\ngini = 0.466\nsamples = 9285\nvalue = [3436, 5849]", fillcolor="#add7f4"] ;
1497 -> 1498 ;
1499 [label="X[76] <= 0.5\ngini = 0.466\nsamples = 9222\nvalue = [3407, 5815]", fillcolor="#add6f4"] ;
1498 -> 1499 ;
1500 [label="X[26] <= 0.5\ngini = 0.467\nsamples = 8347\nvalue = [3103, 5244]", fillcolor="#aed7f4"] ;
1499 -> 1500 ;
1501 [label="X[39] <= 0.5\ngini = 0.468\nsamples = 8107\nvalue = [3024, 5083]", fillcolor="#afd7f4"] ;
1500 -> 1501 ;
1502 [label="X[27] <= 0.5\ngini = 0.468\nsamples = 7895\nvalue = [2954, 4941]", fillcolor="#afd8f5"] ;
1501 -> 1502 ;
1503 [label="X[20] <= 0.5\ngini = 0.469\nsamples = 7346\nvalue = [2761, 4585]", fillcolor="#b0d8f5"] ;
1502 -> 1503 ;
1504 [label="X[78] <= 0.5\ngini = 0.47\nsamples = 6946\nvalue = [2622, 4324]", fillcolor="#b1d8f5"] ;
1503 -> 1504 ;
1505 [label="X[38] <= 0.5\ngini = 0.47\nsamples = 6849\nvalue = [2591, 4258]", fillcolor="#b1d9f5"] ;
1504 -> 1505 ;
1506 [label="X[25] <= 0.5\ngini = 0.471\nsamples = 6234\nvalue = [2368, 3866]", fillcolor="#b2d9f5"] ;
1505 -> 1506 ;
1507 [label="X[41] <= 0.5\ngini = 0.473\nsamples = 5003\nvalue = [1915, 3088]", fillcolor="#b4daf5"] ;
1506 -> 1507 ;
1508 [label="X[64] <= 0.5\ngini = 0.472\nsamples = 4930\nvalue = [1884, 3046]", fillcolor="#b3daf5"] ;
1507 -> 1508 ;
1509 [label="X[60] <= 0.5\ngini = 0.471\nsamples = 4333\nvalue = [1649, 2684]", fillcolor="#b3d9f5"] ;
1508 -> 1509 ;
1510 [label="X[14] <= 0.5\ngini = 0.472\nsamples = 4084\nvalue = [1558, 2526]", fillcolor="#b3d9f5"] ;
1509 -> 1510 ;
1511 [label="X[9] <= 0.5\ngini = 0.472\nsamples = 4060\nvalue = [1550, 2510]", fillcolor="#b3daf5"] ;
1510 -> 1511 ;
1512 [label="X[59] <= 0.5\ngini = 0.472\nsamples = 4051\nvalue = [1546, 2505]", fillcolor="#b3d9f5"] ;
1511 -> 1512 ;
1513 [label="X[67] <= 0.5\ngini = 0.472\nsamples = 3825\nvalue = [1457, 2368]", fillcolor="#b3d9f5"] ;
1512 -> 1513 ;
1514 [label="X[44] <= 0.5\ngini = 0.471\nsamples = 3547\nvalue = [1348, 2199]", fillcolor="#b2d9f5"] ;
1513 -> 1514 ;
1515 [label="X[49] <= 0.5\ngini = 0.471\nsamples = 3436\nvalue = [1304, 2132]", fillcolor="#b2d9f5"] ;
1514 -> 1515 ;
1516 [label="X[61] <= 0.5\ngini = 0.471\nsamples = 3401\nvalue = [1290, 2111]", fillcolor="#b2d9f5"] ;
1515 -> 1516 ;
1517 [label="X[62] <= 0.5\ngini = 0.471\nsamples = 3263\nvalue = [1239, 2024]", fillcolor="#b2d9f5"] ;
1516 -> 1517 ;
1518 [label="X[102] <= 0.5\ngini = 0.471\nsamples = 3156\nvalue = [1199, 1957]", fillcolor="#b2d9f5"] ;
1517 -> 1518 ;
1519 [label="X[56] <= 0.5\ngini = 0.471\nsamples = 2946\nvalue = [1120, 1826]", fillcolor="#b2d9f5"] ;
1518 -> 1519 ;
1520 [label="X[57] <= 0.5\ngini = 0.471\nsamples = 2805\nvalue = [1067, 1738]", fillcolor="#b3d9f5"] ;
1519 -> 1520 ;
1521 [label="X[105] <= 0.5\ngini = 0.472\nsamples = 2561\nvalue = [975, 1586]", fillcolor="#b3d9f5"] ;
1520 -> 1521 ;
1522 [label="X[53] <= 0.5\ngini = 0.471\nsamples = 2478\nvalue = [943, 1535]", fillcolor="#b3d9f5"] ;
1521 -> 1522 ;
1523 [label="X[83] <= 0.5\ngini = 0.471\nsamples = 2124\nvalue = [808, 1316]", fillcolor="#b3d9f5"] ;
1522 -> 1523 ;
1524 [label="gini = 0.471\nsamples = 1979\nvalue = [753, 1226]", fillcolor="#b3d9f5"] ;
1523 -> 1524 ;
1525 [label="gini = 0.471\nsamples = 145\nvalue = [55, 90]", fillcolor="#b2d9f5"] ;
1523 -> 1525 ;
1526 [label="gini = 0.472\nsamples = 354\nvalue = [135, 219]", fillcolor="#b3d9f5"] ;
1522 -> 1526 ;
1527 [label="gini = 0.474\nsamples = 83\nvalue = [32, 51]", fillcolor="#b5daf5"] ;
1521 -> 1527 ;
1528 [label="gini = 0.47\nsamples = 244\nvalue = [92, 152]", fillcolor="#b1d8f5"] ;
1520 -> 1528 ;
1529 [label="gini = 0.469\nsamples = 141\nvalue = [53, 88]", fillcolor="#b0d8f5"] ;
1519 -> 1529 ;
1530 [label="gini = 0.469\nsamples = 210\nvalue = [79, 131]", fillcolor="#b0d8f5"] ;
1518 -> 1530 ;
1531 [label="gini = 0.468\nsamples = 107\nvalue = [40, 67]", fillcolor="#afd8f5"] ;
1517 -> 1531 ;
1532 [label="gini = 0.466\nsamples = 138\nvalue = [51, 87]", fillcolor="#add6f4"] ;
1516 -> 1532 ;
1533 [label="gini = 0.48\nsamples = 35\nvalue = [14, 21]", fillcolor="#bddef6"] ;
1515 -> 1533 ;
1534 [label="gini = 0.479\nsamples = 111\nvalue = [44, 67]", fillcolor="#bbddf6"] ;
1514 -> 1534 ;
1535 [label="gini = 0.477\nsamples = 278\nvalue = [109, 169]", fillcolor="#b9dcf6"] ;
1513 -> 1535 ;
1536 [label="gini = 0.477\nsamples = 226\nvalue = [89, 137]", fillcolor="#baddf6"] ;
1512 -> 1536 ;
1537 [label="gini = 0.494\nsamples = 9\nvalue = [4, 5]", fillcolor="#d7ebfa"] ;
1511 -> 1537 ;
1538 [label="gini = 0.444\nsamples = 24\nvalue = [8, 16]", fillcolor="#9ccef2"] ;
1510 -> 1538 ;
1539 [label="gini = 0.464\nsamples = 249\nvalue = [91, 158]", fillcolor="#abd5f4"] ;
1509 -> 1539 ;
1540 [label="gini = 0.477\nsamples = 597\nvalue = [235, 362]", fillcolor="#baddf6"] ;
1508 -> 1540 ;
1541 [label="gini = 0.489\nsamples = 73\nvalue = [31, 42]", fillcolor="#cbe5f8"] ;
1507 -> 1541 ;
1542 [label="gini = 0.465\nsamples = 1231\nvalue = [453, 778]", fillcolor="#acd6f4"] ;
1506 -> 1542 ;
1543 [label="gini = 0.462\nsamples = 615\nvalue = [223, 392]", fillcolor="#aad5f4"] ;
1505 -> 1543 ;
1544 [label="gini = 0.435\nsamples = 97\nvalue = [31, 66]", fillcolor="#96cbf1"] ;
1504 -> 1544 ;
1545 [label="gini = 0.453\nsamples = 400\nvalue = [139, 261]", fillcolor="#a2d1f3"] ;
1503 -> 1545 ;
1546 [label="gini = 0.456\nsamples = 549\nvalue = [193, 356]", fillcolor="#a4d2f3"] ;
1502 -> 1546 ;
1547 [label="gini = 0.442\nsamples = 212\nvalue = [70, 142]", fillcolor="#9bcdf2"] ;
1501 -> 1547 ;
1548 [label="gini = 0.442\nsamples = 240\nvalue = [79, 161]", fillcolor="#9acdf2"] ;
1500 -> 1548 ;
1549 [label="gini = 0.453\nsamples = 875\nvalue = [304, 571]", fillcolor="#a2d1f3"] ;
1499 -> 1549 ;
1550 [label="gini = 0.497\nsamples = 63\nvalue = [29, 34]", fillcolor="#e2f1fb"] ;
1498 -> 1550 ;
1551 [label="gini = 0.305\nsamples = 16\nvalue = [3, 13]", fillcolor="#67b4eb"] ;
1497 -> 1551 ;
1552 [label="gini = 0.408\nsamples = 7\nvalue = [5, 2]", fillcolor="#efb388"] ;
1496 -> 1552 ;
1553 [label="gini = 0.444\nsamples = 750\nvalue = [249, 501]", fillcolor="#9bcef2"] ;
1495 -> 1553 ;
1554 [label="gini = 0.293\nsamples = 28\nvalue = [5, 23]", fillcolor="#64b2eb"] ;
1494 -> 1554 ;
1555 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]", fillcolor="#399de5"] ;
1493 -> 1555 ;
1556 [label="gini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ;
1492 -> 1556 ;
1557 [label="gini = 0.495\nsamples = 197\nvalue = [89, 108]", fillcolor="#dceefa"] ;
1491 -> 1557 ;
1558 [label="gini = 0.496\nsamples = 44\nvalue = [24, 20]", fillcolor="#fbeade"] ;
1490 -> 1558 ;
1559 [label="gini = 0.5\nsamples = 110\nvalue = [54, 56]", fillcolor="#f8fcfe"] ;
1489 -> 1559 ;
1560 [label="gini = 0.48\nsamples = 3308\nvalue = [1327, 1981]", fillcolor="#bedff6"] ;
1488 -> 1560 ;
1561 [label="gini = 0.498\nsamples = 280\nvalue = [132, 148]", fillcolor="#eaf4fc"] ;
1487 -> 1561 ;
1562 [label="gini = 0.492\nsamples = 746\nvalue = [326, 420]", fillcolor="#d3e9f9"] ;
1486 -> 1562 ;
1563 [label="gini = 0.5\nsamples = 204\nvalue = [101, 103]", fillcolor="#fbfdfe"] ;
1485 -> 1563 ;
1564 [label="gini = 0.411\nsamples = 312\nvalue = [90, 222]", fillcolor="#89c5f0"] ;
1484 -> 1564 ;
1565 [label="gini = 0.407\nsamples = 348\nvalue = [99, 249]", fillcolor="#88c4ef"] ;
1483 -> 1565 ;
1566 [label="gini = 0.245\nsamples = 63\nvalue = [9, 54]", fillcolor="#5aade9"] ;
1482 -> 1566 ;
1567 [label="gini = 0.431\nsamples = 1079\nvalue = [339, 740]", fillcolor="#94caf1"] ;
1481 -> 1567 ;
1568 [label="gini = 0.375\nsamples = 264\nvalue = [66, 198]", fillcolor="#7bbeee"] ;
1480 -> 1568 ;
1569 [label="gini = 0.426\nsamples = 1068\nvalue = [329, 739]", fillcolor="#91c9f1"] ;
1479 -> 1569 ;
1570 [label="gini = 0.488\nsamples = 116\nvalue = [67, 49]", fillcolor="#f8ddca"] ;
1478 -> 1570 ;
1571 [label="gini = 0.399\nsamples = 599\nvalue = [165, 434]", fillcolor="#84c2ef"] ;
1477 -> 1571 ;
1572 [label="gini = 0.48\nsamples = 100\nvalue = [60, 40]", fillcolor="#f6d5bd"] ;
1476 -> 1572 ;
1573 [label="gini = 0.386\nsamples = 46\nvalue = [34, 12]", fillcolor="#eead7f"] ;
1475 -> 1573 ;
1574 [label="gini = 0.5\nsamples = 439\nvalue = [219, 220]", fillcolor="#feffff"] ;
1474 -> 1574 ;
1575 [label="gini = 0.478\nsamples = 137\nvalue = [83, 54]", fillcolor="#f6d3ba"] ;
1473 -> 1575 ;
1576 [label="gini = 0.194\nsamples = 110\nvalue = [12, 98]", fillcolor="#51a9e8"] ;
1472 -> 1576 ;
1577 [label="gini = 0.456\nsamples = 111\nvalue = [72, 39]", fillcolor="#f3c5a4"] ;
1471 -> 1577 ;
1578 [label="gini = 0.252\nsamples = 203\nvalue = [30, 173]", fillcolor="#5baeea"] ;
1470 -> 1578 ;
1579 [label="gini = 0.445\nsamples = 16304\nvalue = [5457, 10847]", fillcolor="#9dcef2"] ;
1469 -> 1579 ;
1580 [label="gini = 0.303\nsamples = 366\nvalue = [68, 298]", fillcolor="#66b3eb"] ;
1468 -> 1580 ;
1581 [label="gini = 0.256\nsamples = 783\nvalue = [118, 665]", fillcolor="#5caeea"] ;
1467 -> 1581 ;
1582 [label="gini = 0.344\nsamples = 1958\nvalue = [433, 1525]", fillcolor="#71b9ec"] ;
1466 -> 1582 ;
1583 [label="gini = 0.345\nsamples = 2414\nvalue = [536, 1878]", fillcolor="#72b9ec"] ;
1465 -> 1583 ;
1584 [label="X[1] <= 0.5\ngini = 0.315\nsamples = 7261\nvalue = [1425, 5836]", fillcolor="#69b5eb"] ;
866 -> 1584 ;
1585 [label="X[5] <= 0.5\ngini = 0.315\nsamples = 7233\nvalue = [1414, 5819]", fillcolor="#69b5eb"] ;
1584 -> 1585 ;
1586 [label="X[3] <= 0.5\ngini = 0.301\nsamples = 3677\nvalue = [678, 2999]", fillcolor="#66b3eb"] ;
1585 -> 1586 ;
1587 [label="X[4] <= 0.5\ngini = 0.304\nsamples = 3407\nvalue = [637, 2770]", fillcolor="#67b4eb"] ;
1586 -> 1587 ;
1588 [label="X[0] <= 0.5\ngini = 0.303\nsamples = 3361\nvalue = [625, 2736]", fillcolor="#66b3eb"] ;
1587 -> 1588 ;
1589 [label="gini = 0.303\nsamples = 3360\nvalue = [625, 2735]", fillcolor="#66b3eb"] ;
1588 -> 1589 ;
1590 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1588 -> 1590 ;
1591 [label="gini = 0.386\nsamples = 46\nvalue = [12, 34]", fillcolor="#7fc0ee"] ;
1587 -> 1591 ;
1592 [label="gini = 0.258\nsamples = 270\nvalue = [41, 229]", fillcolor="#5cafea"] ;
1586 -> 1592 ;
1593 [label="gini = 0.328\nsamples = 3556\nvalue = [736, 2820]", fillcolor="#6db7ec"] ;
1585 -> 1593 ;
1594 [label="gini = 0.477\nsamples = 28\nvalue = [11, 17]", fillcolor="#b9dcf6"] ;
1584 -> 1594 ;
1595 [label="X[3] <= 0.5\ngini = 0.443\nsamples = 6713\nvalue = [4489, 2224]", fillcolor="#f2bf9b"] ;
865 -> 1595 ;
1596 [label="X[4] <= 0.5\ngini = 0.44\nsamples = 6581\nvalue = [4430, 2151]", fillcolor="#f2be99"] ;
1595 -> 1596 ;
1597 [label="X[5] <= 0.5\ngini = 0.442\nsamples = 6511\nvalue = [4369, 2142]", fillcolor="#f2bf9a"] ;
1596 -> 1597 ;
1598 [label="X[1] <= 0.5\ngini = 0.454\nsamples = 3166\nvalue = [2065, 1101]", fillcolor="#f3c4a3"] ;
1597 -> 1598 ;
1599 [label="gini = 0.453\nsamples = 3131\nvalue = [2044, 1087]", fillcolor="#f3c4a2"] ;
1598 -> 1599 ;
1600 [label="gini = 0.48\nsamples = 35\nvalue = [21, 14]", fillcolor="#f6d5bd"] ;
1598 -> 1600 ;
1601 [label="gini = 0.429\nsamples = 3345\nvalue = [2304, 1041]", fillcolor="#f1ba92"] ;
1597 -> 1601 ;
1602 [label="gini = 0.224\nsamples = 70\nvalue = [61, 9]", fillcolor="#e99456"] ;
1596 -> 1602 ;
1603 [label="gini = 0.494\nsamples = 132\nvalue = [59, 73]", fillcolor="#d9ecfa"] ;
1595 -> 1603 ;
1604 [label="X[5] <= 0.5\ngini = 0.496\nsamples = 31310\nvalue = [17019, 14291]", fillcolor="#fbebdf"] ;
864 -> 1604 ;
1605 [label="X[0] <= 0.5\ngini = 0.485\nsamples = 20418\nvalue = [11953, 8465]", fillcolor="#f7dac5"] ;
1604 -> 1605 ;
1606 [label="X[3] <= 0.5\ngini = 0.485\nsamples = 20408\nvalue = [11950, 8458]", fillcolor="#f7dac5"] ;
1605 -> 1606 ;
1607 [label="X[2] <= 0.5\ngini = 0.485\nsamples = 20346\nvalue = [11920, 8426]", fillcolor="#f7dac5"] ;
1606 -> 1607 ;
1608 [label="X[4] <= 0.5\ngini = 0.459\nsamples = 157\nvalue = [101, 56]", fillcolor="#f3c7a7"] ;
1607 -> 1608 ;
1609 [label="gini = 0.461\nsamples = 61\nvalue = [39, 22]", fillcolor="#f4c8a9"] ;
1608 -> 1609 ;
1610 [label="gini = 0.457\nsamples = 96\nvalue = [62, 34]", fillcolor="#f3c6a6"] ;
1608 -> 1610 ;
1611 [label="gini = 0.485\nsamples = 20189\nvalue = [11819, 8370]", fillcolor="#f7dac5"] ;
1607 -> 1611 ;
1612 [label="gini = 0.499\nsamples = 62\nvalue = [30, 32]", fillcolor="#f3f9fd"] ;
1606 -> 1612 ;
1613 [label="gini = 0.42\nsamples = 10\nvalue = [3, 7]", fillcolor="#8ec7f0"] ;
1605 -> 1613 ;
1614 [label="gini = 0.498\nsamples = 10892\nvalue = [5066, 5826]", fillcolor="#e5f2fc"] ;
1604 -> 1614 ;
1615 [label="X[1] <= 0.5\ngini = 0.351\nsamples = 10656\nvalue = [2418, 8238]", fillcolor="#73baed"] ;
863 -> 1615 ;
1616 [label="X[0] <= 0.5\ngini = 0.347\nsamples = 10335\nvalue = [2305, 8030]", fillcolor="#72b9ec"] ;
1615 -> 1616 ;
1617 [label="X[4] <= 0.5\ngini = 0.347\nsamples = 10294\nvalue = [2303, 7991]", fillcolor="#72b9ec"] ;
1616 -> 1617 ;
1618 [label="X[2] <= 0.5\ngini = 0.35\nsamples = 9823\nvalue = [2217, 7606]", fillcolor="#73baed"] ;
1617 -> 1618 ;
1619 [label="X[5] <= 0.5\ngini = 0.346\nsamples = 7426\nvalue = [1653, 5773]", fillcolor="#72b9ec"] ;
1618 -> 1619 ;
1620 [label="gini = 0.278\nsamples = 18\nvalue = [3, 15]", fillcolor="#61b1ea"] ;
1619 -> 1620 ;
1621 [label="gini = 0.346\nsamples = 7408\nvalue = [1650, 5758]", fillcolor="#72b9ec"] ;
1619 -> 1621 ;
1622 [label="gini = 0.36\nsamples = 2397\nvalue = [564, 1833]", fillcolor="#76bbed"] ;
1618 -> 1622 ;
1623 [label="gini = 0.299\nsamples = 471\nvalue = [86, 385]", fillcolor="#65b3eb"] ;
1617 -> 1623 ;
1624 [label="gini = 0.093\nsamples = 41\nvalue = [2, 39]", fillcolor="#43a2e6"] ;
1616 -> 1624 ;
1625 [label="gini = 0.456\nsamples = 321\nvalue = [113, 208]", fillcolor="#a5d2f3"] ;
1615 -> 1625 ;
1626 [label="X[5] <= 0.5\ngini = 0.482\nsamples = 17026\nvalue = [10126, 6900]", fillcolor="#f7d7c0"] ;
862 -> 1626 ;
1627 [label="X[4] <= 0.5\ngini = 0.457\nsamples = 9611\nvalue = [6218, 3393]", fillcolor="#f3c6a5"] ;
1626 -> 1627 ;
1628 [label="X[1] <= 0.5\ngini = 0.456\nsamples = 9480\nvalue = [6145, 3335]", fillcolor="#f3c5a4"] ;
1627 -> 1628 ;
1629 [label="X[0] <= 0.5\ngini = 0.456\nsamples = 9323\nvalue = [6037, 3286]", fillcolor="#f3c6a5"] ;
1628 -> 1629 ;
1630 [label="X[2] <= 0.5\ngini = 0.456\nsamples = 9317\nvalue = [6034, 3283]", fillcolor="#f3c6a5"] ;
1629 -> 1630 ;
1631 [label="gini = 0.44\nsamples = 92\nvalue = [62, 30]", fillcolor="#f2be99"] ;
1630 -> 1631 ;
1632 [label="gini = 0.457\nsamples = 9225\nvalue = [5972, 3253]", fillcolor="#f3c6a5"] ;
1630 -> 1632 ;
1633 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#ffffff"] ;
1629 -> 1633 ;
1634 [label="gini = 0.429\nsamples = 157\nvalue = [108, 49]", fillcolor="#f1ba93"] ;
1628 -> 1634 ;
1635 [label="gini = 0.493\nsamples = 131\nvalue = [73, 58]", fillcolor="#fae5d6"] ;
1627 -> 1635 ;
1636 [label="gini = 0.499\nsamples = 7415\nvalue = [3908, 3507]", fillcolor="#fcf2eb"] ;
1626 -> 1636 ;
1637 [label="X[4] <= 0.5\ngini = 0.497\nsamples = 39432\nvalue = [21324, 18108]", fillcolor="#fbece1"] ;
861 -> 1637 ;
1638 [label="X[1] <= 0.5\ngini = 0.497\nsamples = 39092\nvalue = [21103, 17989]", fillcolor="#fbece2"] ;
1637 -> 1638 ;
1639 [label="X[3] <= 0.5\ngini = 0.497\nsamples = 38804\nvalue = [20927, 17877]", fillcolor="#fbede2"] ;
1638 -> 1639 ;
1640 [label="X[5] <= 0.5\ngini = 0.497\nsamples = 38686\nvalue = [20873, 17813]", fillcolor="#fbede2"] ;
1639 -> 1640 ;
1641 [label="X[2] <= 0.5\ngini = 0.496\nsamples = 14792\nvalue = [8018, 6774]", fillcolor="#fbebe0"] ;
1640 -> 1641 ;
1642 [label="gini = 0.469\nsamples = 8\nvalue = [5, 3]", fillcolor="#f5cdb0"] ;
1641 -> 1642 ;
1643 [label="gini = 0.496\nsamples = 14784\nvalue = [8013, 6771]", fillcolor="#fbebe0"] ;
1641 -> 1643 ;
1644 [label="gini = 0.497\nsamples = 23894\nvalue = [12855, 11039]", fillcolor="#fbede3"] ;
1640 -> 1644 ;
1645 [label="gini = 0.496\nsamples = 118\nvalue = [54, 64]", fillcolor="#e0f0fb"] ;
1639 -> 1645 ;
1646 [label="gini = 0.475\nsamples = 288\nvalue = [176, 112]", fillcolor="#f6d1b7"] ;
1638 -> 1646 ;
1647 [label="gini = 0.455\nsamples = 340\nvalue = [221, 119]", fillcolor="#f3c5a4"] ;
1637 -> 1647 ;
1648 [label="X[2] <= 0.5\ngini = 0.464\nsamples = 11577\nvalue = [7344, 4233]", fillcolor="#f4caab"] ;
860 -> 1648 ;
1649 [label="X[4] <= 0.5\ngini = 0.482\nsamples = 5907\nvalue = [3517, 2390]", fillcolor="#f7d7c0"] ;
1648 -> 1649 ;
1650 [label="X[1] <= 0.5\ngini = 0.482\nsamples = 5818\nvalue = [3455, 2363]", fillcolor="#f7d7c0"] ;
1649 -> 1650 ;
1651 [label="X[3] <= 0.5\ngini = 0.482\nsamples = 5765\nvalue = [3430, 2335]", fillcolor="#f7d7c0"] ;
1650 -> 1651 ;
1652 [label="X[0] <= 0.5\ngini = 0.482\nsamples = 5725\nvalue = [3409, 2316]", fillcolor="#f7d7c0"] ;
1651 -> 1652 ;
1653 [label="gini = 0.482\nsamples = 5717\nvalue = [3403, 2314]", fillcolor="#f7d7c0"] ;
1652 -> 1653 ;
1654 [label="gini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ;
1652 -> 1654 ;
1655 [label="gini = 0.499\nsamples = 40\nvalue = [21, 19]", fillcolor="#fdf3ec"] ;
1651 -> 1655 ;
1656 [label="gini = 0.498\nsamples = 53\nvalue = [25, 28]", fillcolor="#eaf4fc"] ;
1650 -> 1656 ;
1657 [label="gini = 0.423\nsamples = 89\nvalue = [62, 27]", fillcolor="#f0b88f"] ;
1649 -> 1657 ;
1658 [label="gini = 0.439\nsamples = 5670\nvalue = [3827, 1843]", fillcolor="#f2be98"] ;
1648 -> 1658 ;
1659 [label="X[5] <= 0.5\ngini = 0.454\nsamples = 10242\nvalue = [6676, 3566]", fillcolor="#f3c4a3"] ;
859 -> 1659 ;
1660 [label="X[0] <= 0.5\ngini = 0.449\nsamples = 6808\nvalue = [4491, 2317]", fillcolor="#f2c29f"] ;
1659 -> 1660 ;
1661 [label="X[4] <= 0.5\ngini = 0.449\nsamples = 6807\nvalue = [4491, 2316]", fillcolor="#f2c29f"] ;
1660 -> 1661 ;
1662 [label="X[1] <= 0.5\ngini = 0.449\nsamples = 6766\nvalue = [4460, 2306]", fillcolor="#f2c29f"] ;
1661 -> 1662 ;
1663 [label="X[2] <= 0.5\ngini = 0.449\nsamples = 6724\nvalue = [4436, 2288]", fillcolor="#f2c29f"] ;
1662 -> 1663 ;
1664 [label="gini = 0.45\nsamples = 41\nvalue = [27, 14]", fillcolor="#f2c2a0"] ;
1663 -> 1664 ;
1665 [label="gini = 0.449\nsamples = 6683\nvalue = [4409, 2274]", fillcolor="#f2c29f"] ;
1663 -> 1665 ;
1666 [label="gini = 0.49\nsamples = 42\nvalue = [24, 18]", fillcolor="#f8e0ce"] ;
1662 -> 1666 ;
1667 [label="gini = 0.369\nsamples = 41\nvalue = [31, 10]", fillcolor="#edaa79"] ;
1661 -> 1667 ;
1668 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1660 -> 1668 ;
1669 [label="gini = 0.463\nsamples = 3434\nvalue = [2185, 1249]", fillcolor="#f4c9aa"] ;
1659 -> 1669 ;
1670 [label="X[1] <= 0.5\ngini = 0.458\nsamples = 11508\nvalue = [7421, 4087]", fillcolor="#f3c6a6"] ;
858 -> 1670 ;
1671 [label="X[2] <= 0.5\ngini = 0.458\nsamples = 11465\nvalue = [7388, 4077]", fillcolor="#f3c7a6"] ;
1670 -> 1671 ;
1672 [label="X[5] <= 0.5\ngini = 0.46\nsamples = 9617\nvalue = [6169, 3448]", fillcolor="#f4c7a8"] ;
1671 -> 1672 ;
1673 [label="X[0] <= 0.5\ngini = 0.492\nsamples = 103\nvalue = [58, 45]", fillcolor="#f9e3d3"] ;
1672 -> 1673 ;
1674 [label="X[4] <= 0.5\ngini = 0.491\nsamples = 97\nvalue = [55, 42]", fillcolor="#f9e1d0"] ;
1673 -> 1674 ;
1675 [label="gini = 0.489\nsamples = 47\nvalue = [27, 20]", fillcolor="#f8decc"] ;
1674 -> 1675 ;
1676 [label="gini = 0.493\nsamples = 50\nvalue = [28, 22]", fillcolor="#f9e4d5"] ;
1674 -> 1676 ;
1677 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#ffffff"] ;
1673 -> 1677 ;
1678 [label="gini = 0.459\nsamples = 9514\nvalue = [6111, 3403]", fillcolor="#f3c7a7"] ;
1672 -> 1678 ;
1679 [label="gini = 0.449\nsamples = 1848\nvalue = [1219, 629]", fillcolor="#f2c29f"] ;
1671 -> 1679 ;
1680 [label="gini = 0.357\nsamples = 43\nvalue = [33, 10]", fillcolor="#eda775"] ;
1670 -> 1680 ;
1681 [label="X[5] <= 0.5\ngini = 0.446\nsamples = 9885\nvalue = [6561, 3324]", fillcolor="#f2c19d"] ;
857 -> 1681 ;
1682 [label="X[3] <= 0.5\ngini = 0.463\nsamples = 5240\nvalue = [3336, 1904]", fillcolor="#f4c9aa"] ;
1681 -> 1682 ;
1683 [label="X[4] <= 0.5\ngini = 0.461\nsamples = 5140\nvalue = [3290, 1850]", fillcolor="#f4c8a8"] ;
1682 -> 1683 ;
1684 [label="X[0] <= 0.5\ngini = 0.462\nsamples = 5085\nvalue = [3245, 1840]", fillcolor="#f4c8a9"] ;
1683 -> 1684 ;
1685 [label="X[1] <= 0.5\ngini = 0.462\nsamples = 5084\nvalue = [3245, 1839]", fillcolor="#f4c8a9"] ;
1684 -> 1685 ;
1686 [label="gini = 0.462\nsamples = 5040\nvalue = [3217, 1823]", fillcolor="#f4c8a9"] ;
1685 -> 1686 ;
1687 [label="gini = 0.463\nsamples = 44\nvalue = [28, 16]", fillcolor="#f4c9aa"] ;
1685 -> 1687 ;
1688 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1684 -> 1688 ;
1689 [label="gini = 0.298\nsamples = 55\nvalue = [45, 10]", fillcolor="#eb9d65"] ;
1683 -> 1689 ;
1690 [label="gini = 0.497\nsamples = 100\nvalue = [46, 54]", fillcolor="#e2f0fb"] ;
1682 -> 1690 ;
1691 [label="gini = 0.424\nsamples = 4645\nvalue = [3225, 1420]", fillcolor="#f0b890"] ;
1681 -> 1691 ;
1692 [label="X[2] <= 0.5\ngini = 0.426\nsamples = 8621\nvalue = [5971, 2650]", fillcolor="#f1b991"] ;
856 -> 1692 ;
1693 [label="X[1] <= 0.5\ngini = 0.454\nsamples = 3752\nvalue = [2444, 1308]", fillcolor="#f3c4a3"] ;
1692 -> 1693 ;
1694 [label="X[4] <= 0.5\ngini = 0.455\nsamples = 3713\nvalue = [2413, 1300]", fillcolor="#f3c5a4"] ;
1693 -> 1694 ;
1695 [label="X[0] <= 0.5\ngini = 0.454\nsamples = 3654\nvalue = [2380, 1274]", fillcolor="#f3c4a3"] ;
1694 -> 1695 ;
1696 [label="X[3] <= 0.5\ngini = 0.454\nsamples = 3652\nvalue = [2378, 1274]", fillcolor="#f3c5a3"] ;
1695 -> 1696 ;
1697 [label="gini = 0.455\nsamples = 3576\nvalue = [2325, 1251]", fillcolor="#f3c5a4"] ;
1696 -> 1697 ;
1698 [label="gini = 0.422\nsamples = 76\nvalue = [53, 23]", fillcolor="#f0b88f"] ;
1696 -> 1698 ;
1699 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1695 -> 1699 ;
1700 [label="gini = 0.493\nsamples = 59\nvalue = [33, 26]", fillcolor="#f9e4d5"] ;
1694 -> 1700 ;
1701 [label="gini = 0.326\nsamples = 39\nvalue = [31, 8]", fillcolor="#eca26c"] ;
1693 -> 1701 ;
1702 [label="gini = 0.399\nsamples = 4869\nvalue = [3527, 1342]", fillcolor="#efb184"] ;
1692 -> 1702 ;
1703 [label="X[1] <= 0.5\ngini = 0.498\nsamples = 62704\nvalue = [33370, 29334]", fillcolor="#fcf0e7"] ;
855 -> 1703 ;
1704 [label="X[4] <= 0.5\ngini = 0.498\nsamples = 62482\nvalue = [33221, 29261]", fillcolor="#fcf0e7"] ;
1703 -> 1704 ;
1705 [label="X[2] <= 0.5\ngini = 0.498\nsamples = 62075\nvalue = [32964, 29111]", fillcolor="#fcf0e8"] ;
1704 -> 1705 ;
1706 [label="X[0] <= 0.5\ngini = 0.497\nsamples = 25622\nvalue = [13810, 11812]", fillcolor="#fbede2"] ;
1705 -> 1706 ;
1707 [label="X[3] <= 0.5\ngini = 0.497\nsamples = 25600\nvalue = [13799, 11801]", fillcolor="#fbede2"] ;
1706 -> 1707 ;
1708 [label="gini = 0.497\nsamples = 24818\nvalue = [13381, 11437]", fillcolor="#fbede2"] ;
1707 -> 1708 ;
1709 [label="gini = 0.498\nsamples = 782\nvalue = [418, 364]", fillcolor="#fcefe5"] ;
1707 -> 1709 ;
1710 [label="gini = 0.5\nsamples = 22\nvalue = [11, 11]", fillcolor="#ffffff"] ;
1706 -> 1710 ;
1711 [label="gini = 0.499\nsamples = 36453\nvalue = [19154, 17299]", fillcolor="#fcf3ec"] ;
1705 -> 1711 ;
1712 [label="gini = 0.465\nsamples = 407\nvalue = [257, 150]", fillcolor="#f4cbad"] ;
1704 -> 1712 ;
1713 [label="gini = 0.441\nsamples = 222\nvalue = [149, 73]", fillcolor="#f2bf9a"] ;
1703 -> 1713 ;
1714 [label="X[3] <= 0.5\ngini = 0.388\nsamples = 19832\nvalue = [5226, 14606]", fillcolor="#80c0ee"] ;
854 -> 1714 ;
1715 [label="X[1] <= 0.5\ngini = 0.39\nsamples = 19246\nvalue = [5112, 14134]", fillcolor="#81c0ee"] ;
1714 -> 1715 ;
1716 [label="X[4] <= 0.5\ngini = 0.389\nsamples = 19042\nvalue = [5041, 14001]", fillcolor="#80c0ee"] ;
1715 -> 1716 ;
1717 [label="X[5] <= 0.5\ngini = 0.39\nsamples = 18840\nvalue = [5002, 13838]", fillcolor="#81c0ee"] ;
1716 -> 1717 ;
1718 [label="X[0] <= 0.5\ngini = 0.387\nsamples = 6707\nvalue = [1756, 4951]", fillcolor="#7fc0ee"] ;
1717 -> 1718 ;
1719 [label="gini = 0.387\nsamples = 6692\nvalue = [1753, 4939]", fillcolor="#7fc0ee"] ;
1718 -> 1719 ;
1720 [label="gini = 0.32\nsamples = 15\nvalue = [3, 12]", fillcolor="#6ab6ec"] ;
1718 -> 1720 ;
1721 [label="gini = 0.392\nsamples = 12133\nvalue = [3246, 8887]", fillcolor="#81c1ee"] ;
1717 -> 1721 ;
1722 [label="gini = 0.312\nsamples = 202\nvalue = [39, 163]", fillcolor="#68b4eb"] ;
1716 -> 1722 ;
1723 [label="gini = 0.454\nsamples = 204\nvalue = [71, 133]", fillcolor="#a3d1f3"] ;
1715 -> 1723 ;
1724 [label="gini = 0.313\nsamples = 586\nvalue = [114, 472]", fillcolor="#69b5eb"] ;
1714 -> 1724 ;
1725 [label="X[2] <= 0.5\ngini = 0.254\nsamples = 7877\nvalue = [1176, 6701]", fillcolor="#5caeea"] ;
853 -> 1725 ;
1726 [label="X[1] <= 0.5\ngini = 0.309\nsamples = 2783\nvalue = [531, 2252]", fillcolor="#68b4eb"] ;
1725 -> 1726 ;
1727 [label="X[3] <= 0.5\ngini = 0.307\nsamples = 2764\nvalue = [523, 2241]", fillcolor="#67b4eb"] ;
1726 -> 1727 ;
1728 [label="X[5] <= 0.5\ngini = 0.306\nsamples = 2756\nvalue = [520, 2236]", fillcolor="#67b4eb"] ;
1727 -> 1728 ;
1729 [label="X[4] <= 0.5\ngini = 0.242\nsamples = 71\nvalue = [10, 61]", fillcolor="#59ade9"] ;
1728 -> 1729 ;
1730 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
1729 -> 1730 ;
1731 [label="gini = 0.248\nsamples = 69\nvalue = [10, 59]", fillcolor="#5baee9"] ;
1729 -> 1731 ;
1732 [label="gini = 0.308\nsamples = 2685\nvalue = [510, 2175]", fillcolor="#67b4eb"] ;
1728 -> 1732 ;
1733 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ;
1727 -> 1733 ;
1734 [label="gini = 0.488\nsamples = 19\nvalue = [8, 11]", fillcolor="#c9e4f8"] ;
1726 -> 1734 ;
1735 [label="gini = 0.221\nsamples = 5094\nvalue = [645, 4449]", fillcolor="#56abe9"] ;
1725 -> 1735 ;
1736 [label="X[2] <= 0.5\ngini = 0.334\nsamples = 5538\nvalue = [4363, 1175]", fillcolor="#eca36e"] ;
852 -> 1736 ;
1737 [label="X[1] <= 0.5\ngini = 0.316\nsamples = 3812\nvalue = [3061, 751]", fillcolor="#eba06a"] ;
1736 -> 1737 ;
1738 [label="X[3] <= 0.5\ngini = 0.319\nsamples = 3674\nvalue = [2941, 733]", fillcolor="#eba06a"] ;
1737 -> 1738 ;
1739 [label="X[4] <= 0.5\ngini = 0.321\nsamples = 3632\nvalue = [2903, 729]", fillcolor="#eca16b"] ;
1738 -> 1739 ;
1740 [label="X[5] <= 0.5\ngini = 0.32\nsamples = 3566\nvalue = [2854, 712]", fillcolor="#eba06a"] ;
1739 -> 1740 ;
1741 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1740 -> 1741 ;
1742 [label="gini = 0.32\nsamples = 3564\nvalue = [2852, 712]", fillcolor="#eba06a"] ;
1740 -> 1742 ;
1743 [label="gini = 0.382\nsamples = 66\nvalue = [49, 17]", fillcolor="#eead7e"] ;
1739 -> 1743 ;
1744 [label="gini = 0.172\nsamples = 42\nvalue = [38, 4]", fillcolor="#e88e4e"] ;
1738 -> 1744 ;
1745 [label="gini = 0.227\nsamples = 138\nvalue = [120, 18]", fillcolor="#e99457"] ;
1737 -> 1745 ;
1746 [label="gini = 0.371\nsamples = 1726\nvalue = [1302, 424]", fillcolor="#edaa79"] ;
1736 -> 1746 ;
1747 [label="X[7] <= 0.5\ngini = 0.293\nsamples = 12839\nvalue = [2289, 10550]", fillcolor="#64b2eb"] ;
25 -> 1747 ;
1748 [label="X[5] <= 0.5\ngini = 0.332\nsamples = 2537\nvalue = [533, 2004]", fillcolor="#6eb7ec"] ;
1747 -> 1748 ;
1749 [label="X[1] <= 0.5\ngini = 0.286\nsamples = 556\nvalue = [96, 460]", fillcolor="#62b1ea"] ;
1748 -> 1749 ;
1750 [label="X[2] <= 0.5\ngini = 0.28\nsamples = 540\nvalue = [91, 449]", fillcolor="#61b1ea"] ;
1749 -> 1750 ;
1751 [label="X[4] <= 0.5\ngini = 0.083\nsamples = 23\nvalue = [1, 22]", fillcolor="#42a1e6"] ;
1750 -> 1751 ;
1752 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]", fillcolor="#399de5"] ;
1751 -> 1752 ;
1753 [label="gini = 0.117\nsamples = 16\nvalue = [1, 15]", fillcolor="#46a4e7"] ;
1751 -> 1753 ;
1754 [label="gini = 0.288\nsamples = 517\nvalue = [90, 427]", fillcolor="#63b2ea"] ;
1750 -> 1754 ;
1755 [label="gini = 0.43\nsamples = 16\nvalue = [5, 11]", fillcolor="#93caf1"] ;
1749 -> 1755 ;
1756 [label="gini = 0.344\nsamples = 1981\nvalue = [437, 1544]", fillcolor="#71b9ec"] ;
1748 -> 1756 ;
1757 [label="X[1] <= 0.5\ngini = 0.283\nsamples = 10302\nvalue = [1756, 8546]", fillcolor="#62b1ea"] ;
1747 -> 1757 ;
1758 [label="X[5] <= 0.5\ngini = 0.282\nsamples = 10242\nvalue = [1738, 8504]", fillcolor="#61b1ea"] ;
1757 -> 1758 ;
1759 [label="X[0] <= 0.5\ngini = 0.269\nsamples = 2997\nvalue = [480, 2517]", fillcolor="#5fb0ea"] ;
1758 -> 1759 ;
1760 [label="X[2] <= 0.5\ngini = 0.269\nsamples = 2990\nvalue = [478, 2512]", fillcolor="#5fb0ea"] ;
1759 -> 1760 ;
1761 [label="X[3] <= 0.5\ngini = 0.241\nsamples = 50\nvalue = [7, 43]", fillcolor="#59ade9"] ;
1760 -> 1761 ;
1762 [label="gini = 0.24\nsamples = 43\nvalue = [6, 37]", fillcolor="#59ade9"] ;
1761 -> 1762 ;
1763 [label="gini = 0.245\nsamples = 7\nvalue = [1, 6]", fillcolor="#5aade9"] ;
1761 -> 1763 ;
1764 [label="gini = 0.269\nsamples = 2940\nvalue = [471, 2469]", fillcolor="#5fb0ea"] ;
1760 -> 1764 ;
1765 [label="gini = 0.408\nsamples = 7\nvalue = [2, 5]", fillcolor="#88c4ef"] ;
1759 -> 1765 ;
1766 [label="gini = 0.287\nsamples = 7245\nvalue = [1258, 5987]", fillcolor="#63b2ea"] ;
1758 -> 1766 ;
1767 [label="gini = 0.42\nsamples = 60\nvalue = [18, 42]", fillcolor="#8ec7f0"] ;
1757 -> 1767 ;
1768 [label="X[4] <= 0.5\ngini = 0.208\nsamples = 10681\nvalue = [1262, 9419]", fillcolor="#54aae8"] ;
24 -> 1768 ;
1769 [label="X[7] <= 0.5\ngini = 0.207\nsamples = 10599\nvalue = [1244, 9355]", fillcolor="#53aae8"] ;
1768 -> 1769 ;
1770 [label="X[5] <= 0.5\ngini = 0.186\nsamples = 1929\nvalue = [200, 1729]", fillcolor="#50a8e8"] ;
1769 -> 1770 ;
1771 [label="X[3] <= 0.5\ngini = 0.168\nsamples = 324\nvalue = [30, 294]", fillcolor="#4da7e8"] ;
1770 -> 1771 ;
1772 [label="X[2] <= 0.5\ngini = 0.165\nsamples = 319\nvalue = [29, 290]", fillcolor="#4da7e8"] ;
1771 -> 1772 ;
1773 [label="X[1] <= 0.5\ngini = 0.117\nsamples = 16\nvalue = [1, 15]", fillcolor="#46a4e7"] ;
1772 -> 1773 ;
1774 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ;
1773 -> 1774 ;
1775 [label="gini = 0.124\nsamples = 15\nvalue = [1, 14]", fillcolor="#47a4e7"] ;
1773 -> 1775 ;
1776 [label="gini = 0.168\nsamples = 303\nvalue = [28, 275]", fillcolor="#4da7e8"] ;
1772 -> 1776 ;
1777 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ;
1771 -> 1777 ;
1778 [label="gini = 0.189\nsamples = 1605\nvalue = [170, 1435]", fillcolor="#50a9e8"] ;
1770 -> 1778 ;
1779 [label="X[2] <= 0.5\ngini = 0.212\nsamples = 8670\nvalue = [1044, 7626]", fillcolor="#54aae9"] ;
1769 -> 1779 ;
1780 [label="X[3] <= 0.5\ngini = 0.208\nsamples = 6470\nvalue = [762, 5708]", fillcolor="#53aae8"] ;
1779 -> 1780 ;
1781 [label="X[0] <= 0.5\ngini = 0.208\nsamples = 6285\nvalue = [743, 5542]", fillcolor="#54aae8"] ;
1780 -> 1781 ;
1782 [label="X[5] <= 0.5\ngini = 0.208\nsamples = 6279\nvalue = [742, 5537]", fillcolor="#54aae8"] ;
1781 -> 1782 ;
1783 [label="gini = 0.194\nsamples = 55\nvalue = [6, 49]", fillcolor="#51a9e8"] ;
1782 -> 1783 ;
1784 [label="gini = 0.209\nsamples = 6224\nvalue = [736, 5488]", fillcolor="#54aae8"] ;
1782 -> 1784 ;
1785 [label="gini = 0.278\nsamples = 6\nvalue = [1, 5]", fillcolor="#61b1ea"] ;
1781 -> 1785 ;
1786 [label="gini = 0.184\nsamples = 185\nvalue = [19, 166]", fillcolor="#50a8e8"] ;
1780 -> 1786 ;
1787 [label="gini = 0.224\nsamples = 2200\nvalue = [282, 1918]", fillcolor="#56abe9"] ;
1779 -> 1787 ;
1788 [label="X[7] <= 0.5\ngini = 0.343\nsamples = 82\nvalue = [18, 64]", fillcolor="#71b9ec"] ;
1768 -> 1788 ;
1789 [label="gini = 0.426\nsamples = 13\nvalue = [4, 9]", fillcolor="#91c9f1"] ;
1788 -> 1789 ;
1790 [label="gini = 0.323\nsamples = 69\nvalue = [14, 55]", fillcolor="#6bb6ec"] ;
1788 -> 1790 ;
1791 [label="X[6] <= 0.5\ngini = 0.487\nsamples = 65716\nvalue = [38124, 27592]", fillcolor="#f8dcc8"] ;
23 -> 1791 ;
1792 [label="X[4] <= 0.5\ngini = 0.493\nsamples = 52138\nvalue = [29169, 22969]", fillcolor="#f9e4d5"] ;
1791 -> 1792 ;
1793 [label="X[2] <= 0.5\ngini = 0.493\nsamples = 51744\nvalue = [28914, 22830]", fillcolor="#fae4d5"] ;
1792 -> 1793 ;
1794 [label="X[3] <= 0.5\ngini = 0.494\nsamples = 33367\nvalue = [18481, 14886]", fillcolor="#fae6d8"] ;
1793 -> 1794 ;
1795 [label="X[1] <= 0.5\ngini = 0.494\nsamples = 33045\nvalue = [18315, 14730]", fillcolor="#fae6d8"] ;
1794 -> 1795 ;
1796 [label="X[0] <= 0.5\ngini = 0.494\nsamples = 32766\nvalue = [18152, 14614]", fillcolor="#fae6d8"] ;
1795 -> 1796 ;
1797 [label="gini = 0.494\nsamples = 32742\nvalue = [18140, 14602]", fillcolor="#fae6d8"] ;
1796 -> 1797 ;
1798 [label="gini = 0.5\nsamples = 24\nvalue = [12, 12]", fillcolor="#ffffff"] ;
1796 -> 1798 ;
1799 [label="gini = 0.486\nsamples = 279\nvalue = [163, 116]", fillcolor="#f8dbc6"] ;
1795 -> 1799 ;
1800 [label="gini = 0.5\nsamples = 322\nvalue = [166, 156]", fillcolor="#fdf7f3"] ;
1794 -> 1800 ;
1801 [label="gini = 0.491\nsamples = 18377\nvalue = [10433, 7944]", fillcolor="#f9e1d0"] ;
1793 -> 1801 ;
1802 [label="gini = 0.457\nsamples = 394\nvalue = [255, 139]", fillcolor="#f3c6a5"] ;
1792 -> 1802 ;
1803 [label="X[5] <= 0.5\ngini = 0.449\nsamples = 13578\nvalue = [8955, 4623]", fillcolor="#f2c29f"] ;
1791 -> 1803 ;
1804 [label="X[4] <= 0.5\ngini = 0.441\nsamples = 6920\nvalue = [4650, 2270]", fillcolor="#f2bf9a"] ;
1803 -> 1804 ;
1805 [label="X[0] <= 0.5\ngini = 0.442\nsamples = 6819\nvalue = [4570, 2249]", fillcolor="#f2bf9a"] ;
1804 -> 1805 ;
1806 [label="X[3] <= 0.5\ngini = 0.442\nsamples = 6812\nvalue = [4566, 2246]", fillcolor="#f2bf9a"] ;
1805 -> 1806 ;
1807 [label="X[2] <= 0.5\ngini = 0.442\nsamples = 6784\nvalue = [4547, 2237]", fillcolor="#f2bf9a"] ;
1806 -> 1807 ;
1808 [label="gini = 0.444\nsamples = 72\nvalue = [48, 24]", fillcolor="#f2c09c"] ;
1807 -> 1808 ;
1809 [label="gini = 0.442\nsamples = 6712\nvalue = [4499, 2213]", fillcolor="#f2bf9a"] ;
1807 -> 1809 ;
1810 [label="gini = 0.436\nsamples = 28\nvalue = [19, 9]", fillcolor="#f1bd97"] ;
1806 -> 1810 ;
1811 [label="gini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ;
1805 -> 1811 ;
1812 [label="gini = 0.329\nsamples = 101\nvalue = [80, 21]", fillcolor="#eca26d"] ;
1804 -> 1812 ;
1813 [label="gini = 0.457\nsamples = 6658\nvalue = [4305, 2353]", fillcolor="#f3c6a5"] ;
1803 -> 1813 ;
1814 [label="X[4] <= 0.5\ngini = 0.462\nsamples = 34394\nvalue = [21962, 12432]", fillcolor="#f4c8a9"] ;
22 -> 1814 ;
1815 [label="X[5] <= 0.5\ngini = 0.465\nsamples = 33377\nvalue = [21121, 12256]", fillcolor="#f4caac"] ;
1814 -> 1815 ;
1816 [label="X[7] <= 0.5\ngini = 0.484\nsamples = 8641\nvalue = [5086, 3555]", fillcolor="#f7d9c3"] ;
1815 -> 1816 ;
1817 [label="X[2] <= 0.5\ngini = 0.479\nsamples = 4651\nvalue = [2800, 1851]", fillcolor="#f6d4bc"] ;
1816 -> 1817 ;
1818 [label="X[0] <= 0.5\ngini = 0.499\nsamples = 102\nvalue = [49, 53]", fillcolor="#f0f8fd"] ;
1817 -> 1818 ;
1819 [label="X[3] <= 0.5\ngini = 0.499\nsamples = 101\nvalue = [48, 53]", fillcolor="#ecf6fd"] ;
1818 -> 1819 ;
1820 [label="gini = 0.5\nsamples = 84\nvalue = [41, 43]", fillcolor="#f6fafe"] ;
1819 -> 1820 ;
1821 [label="gini = 0.484\nsamples = 17\nvalue = [7, 10]", fillcolor="#c4e2f7"] ;
1819 -> 1821 ;
1822 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
1818 -> 1822 ;
1823 [label="gini = 0.478\nsamples = 4549\nvalue = [2751, 1798]", fillcolor="#f6d3ba"] ;
1817 -> 1823 ;
1824 [label="X[0] <= 0.5\ngini = 0.489\nsamples = 3990\nvalue = [2286, 1704]", fillcolor="#f8dfcd"] ;
1816 -> 1824 ;
1825 [label="X[3] <= 0.5\ngini = 0.489\nsamples = 3982\nvalue = [2284, 1698]", fillcolor="#f8dfcc"] ;
1824 -> 1825 ;
1826 [label="X[1] <= 0.5\ngini = 0.49\nsamples = 3942\nvalue = [2256, 1686]", fillcolor="#f8dfcd"] ;
1825 -> 1826 ;
1827 [label="gini = 0.489\nsamples = 3847\nvalue = [2204, 1643]", fillcolor="#f8dfcd"] ;
1826 -> 1827 ;
1828 [label="gini = 0.496\nsamples = 95\nvalue = [52, 43]", fillcolor="#fae9dd"] ;
1826 -> 1828 ;
1829 [label="gini = 0.42\nsamples = 40\nvalue = [28, 12]", fillcolor="#f0b78e"] ;
1825 -> 1829 ;
1830 [label="gini = 0.375\nsamples = 8\nvalue = [2, 6]", fillcolor="#7bbeee"] ;
1824 -> 1830 ;
1831 [label="X[7] <= 0.5\ngini = 0.456\nsamples = 24736\nvalue = [16035, 8701]", fillcolor="#f3c5a4"] ;
1815 -> 1831 ;
1832 [label="gini = 0.442\nsamples = 13089\nvalue = [8775, 4314]", fillcolor="#f2bf9a"] ;
1831 -> 1832 ;
1833 [label="gini = 0.47\nsamples = 11647\nvalue = [7260, 4387]", fillcolor="#f5cdb1"] ;
1831 -> 1833 ;
1834 [label="X[6] <= 0.5\ngini = 0.286\nsamples = 1017\nvalue = [841, 176]", fillcolor="#ea9b62"] ;
1814 -> 1834 ;
1835 [label="gini = 0.321\nsamples = 364\nvalue = [291, 73]", fillcolor="#eca16b"] ;
1834 -> 1835 ;
1836 [label="gini = 0.266\nsamples = 653\nvalue = [550, 103]", fillcolor="#ea995e"] ;
1834 -> 1836 ;
1837 [label="X[5] <= 0.5\ngini = 0.473\nsamples = 44410\nvalue = [27402, 17008]", fillcolor="#f5cfb4"] ;
21 -> 1837 ;
1838 [label="X[4] <= 0.5\ngini = 0.463\nsamples = 22254\nvalue = [14142, 8112]", fillcolor="#f4c9ab"] ;
1837 -> 1838 ;
1839 [label="X[6] <= 0.5\ngini = 0.464\nsamples = 21736\nvalue = [13774, 7962]", fillcolor="#f4caab"] ;
1838 -> 1839 ;
1840 [label="X[1] <= 0.5\ngini = 0.463\nsamples = 16256\nvalue = [10333, 5923]", fillcolor="#f4c9aa"] ;
1839 -> 1840 ;
1841 [label="X[0] <= 0.5\ngini = 0.463\nsamples = 16192\nvalue = [10290, 5902]", fillcolor="#f4c9ab"] ;
1840 -> 1841 ;
1842 [label="X[2] <= 0.5\ngini = 0.463\nsamples = 16180\nvalue = [10283, 5897]", fillcolor="#f4c9ab"] ;
1841 -> 1842 ;
1843 [label="gini = 0.465\nsamples = 229\nvalue = [145, 84]", fillcolor="#f4caac"] ;
1842 -> 1843 ;
1844 [label="gini = 0.463\nsamples = 15951\nvalue = [10138, 5813]", fillcolor="#f4c9ab"] ;
1842 -> 1844 ;
1845 [label="gini = 0.486\nsamples = 12\nvalue = [7, 5]", fillcolor="#f8dbc6"] ;
1841 -> 1845 ;
1846 [label="gini = 0.441\nsamples = 64\nvalue = [43, 21]", fillcolor="#f2bf9a"] ;
1840 -> 1846 ;
1847 [label="X[0] <= 0.5\ngini = 0.467\nsamples = 5480\nvalue = [3441, 2039]", fillcolor="#f4ccae"] ;
1839 -> 1847 ;
1848 [label="X[1] <= 0.5\ngini = 0.467\nsamples = 5478\nvalue = [3439, 2039]", fillcolor="#f4ccae"] ;
1847 -> 1848 ;
1849 [label="X[3] <= 0.5\ngini = 0.467\nsamples = 5457\nvalue = [3428, 2029]", fillcolor="#f4ccae"] ;
1848 -> 1849 ;
1850 [label="gini = 0.467\nsamples = 5397\nvalue = [3390, 2007]", fillcolor="#f4ccae"] ;
1849 -> 1850 ;
1851 [label="gini = 0.464\nsamples = 60\nvalue = [38, 22]", fillcolor="#f4caac"] ;
1849 -> 1851 ;
1852 [label="gini = 0.499\nsamples = 21\nvalue = [11, 10]", fillcolor="#fdf4ed"] ;
1848 -> 1852 ;
1853 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1847 -> 1853 ;
1854 [label="X[7] <= 0.5\ngini = 0.411\nsamples = 518\nvalue = [368, 150]", fillcolor="#f0b48a"] ;
1838 -> 1854 ;
1855 [label="gini = 0.375\nsamples = 180\nvalue = [135, 45]", fillcolor="#eeab7b"] ;
1854 -> 1855 ;
1856 [label="gini = 0.428\nsamples = 338\nvalue = [233, 105]", fillcolor="#f1ba92"] ;
1854 -> 1856 ;
1857 [label="X[7] <= 0.5\ngini = 0.481\nsamples = 22156\nvalue = [13260, 8896]", fillcolor="#f6d6be"] ;
1837 -> 1857 ;
1858 [label="gini = 0.478\nsamples = 7488\nvalue = [4524, 2964]", fillcolor="#f6d4bb"] ;
1857 -> 1858 ;
1859 [label="gini = 0.482\nsamples = 14668\nvalue = [8736, 5932]", fillcolor="#f7d7bf"] ;
1857 -> 1859 ;
1860 [label="X[6] <= 0.5\ngini = 0.205\nsamples = 11980\nvalue = [1391, 10589]", fillcolor="#53aae8"] ;
20 -> 1860 ;
1861 [label="X[2] <= 0.5\ngini = 0.214\nsamples = 8541\nvalue = [1043, 7498]", fillcolor="#55abe9"] ;
1860 -> 1861 ;
1862 [label="X[5] <= 0.5\ngini = 0.201\nsamples = 5357\nvalue = [608, 4749]", fillcolor="#52aae8"] ;
1861 -> 1862 ;
1863 [label="X[3] <= 0.5\ngini = 0.166\nsamples = 658\nvalue = [60, 598]", fillcolor="#4da7e8"] ;
1862 -> 1863 ;
1864 [label="X[0] <= 0.5\ngini = 0.137\nsamples = 418\nvalue = [31, 387]", fillcolor="#49a5e7"] ;
1863 -> 1864 ;
1865 [label="X[1] <= 0.5\ngini = 0.145\nsamples = 395\nvalue = [31, 364]", fillcolor="#4aa5e7"] ;
1864 -> 1865 ;
1866 [label="gini = 0.154\nsamples = 298\nvalue = [25, 273]", fillcolor="#4ba6e7"] ;
1865 -> 1866 ;
1867 [label="gini = 0.116\nsamples = 97\nvalue = [6, 91]", fillcolor="#46a3e7"] ;
1865 -> 1867 ;
1868 [label="gini = 0.0\nsamples = 23\nvalue = [0, 23]", fillcolor="#399de5"] ;
1864 -> 1868 ;
1869 [label="gini = 0.212\nsamples = 240\nvalue = [29, 211]", fillcolor="#54aae9"] ;
1863 -> 1869 ;
1870 [label="gini = 0.206\nsamples = 4699\nvalue = [548, 4151]", fillcolor="#53aae8"] ;
1862 -> 1870 ;
1871 [label="gini = 0.236\nsamples = 3184\nvalue = [435, 2749]", fillcolor="#58ade9"] ;
1861 -> 1871 ;
1872 [label="X[0] <= 0.5\ngini = 0.182\nsamples = 3439\nvalue = [348, 3091]", fillcolor="#4fa8e8"] ;
1860 -> 1872 ;
1873 [label="X[5] <= 0.5\ngini = 0.181\nsamples = 3437\nvalue = [346, 3091]", fillcolor="#4fa8e8"] ;
1872 -> 1873 ;
1874 [label="X[2] <= 0.5\ngini = 0.155\nsamples = 1691\nvalue = [143, 1548]", fillcolor="#4ba6e7"] ;
1873 -> 1874 ;
1875 [label="X[1] <= 0.5\ngini = 0.109\nsamples = 191\nvalue = [11, 180]", fillcolor="#45a3e7"] ;
1874 -> 1875 ;
1876 [label="X[4] <= 0.5\ngini = 0.111\nsamples = 152\nvalue = [9, 143]", fillcolor="#45a3e7"] ;
1875 -> 1876 ;
1877 [label="gini = 0.116\nsamples = 65\nvalue = [4, 61]", fillcolor="#46a3e7"] ;
1876 -> 1877 ;
1878 [label="gini = 0.108\nsamples = 87\nvalue = [5, 82]", fillcolor="#45a3e7"] ;
1876 -> 1878 ;
1879 [label="gini = 0.097\nsamples = 39\nvalue = [2, 37]", fillcolor="#44a2e6"] ;
1875 -> 1879 ;
1880 [label="gini = 0.161\nsamples = 1500\nvalue = [132, 1368]", fillcolor="#4ca6e8"] ;
1874 -> 1880 ;
1881 [label="gini = 0.205\nsamples = 1746\nvalue = [203, 1543]", fillcolor="#53aae8"] ;
1873 -> 1881 ;
1882 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1872 -> 1882 ;
1883 [label="X[7] <= 0.5\ngini = 0.396\nsamples = 17794\nvalue = [12962, 4832]", fillcolor="#efb083"] ;
19 -> 1883 ;
1884 [label="X[1] <= 0.5\ngini = 0.331\nsamples = 6805\nvalue = [5379, 1426]", fillcolor="#eca26d"] ;
1883 -> 1884 ;
1885 [label="X[3] <= 0.5\ngini = 0.332\nsamples = 6778\nvalue = [5354, 1424]", fillcolor="#eca36e"] ;
1884 -> 1885 ;
1886 [label="X[2] <= 0.5\ngini = 0.332\nsamples = 6768\nvalue = [5348, 1420]", fillcolor="#eca26e"] ;
1885 -> 1886 ;
1887 [label="X[4] <= 0.5\ngini = 0.339\nsamples = 3524\nvalue = [2761, 763]", fillcolor="#eca470"] ;
1886 -> 1887 ;
1888 [label="X[5] <= 0.5\ngini = 0.338\nsamples = 3463\nvalue = [2717, 746]", fillcolor="#eca46f"] ;
1887 -> 1888 ;
1889 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ;
1888 -> 1889 ;
1890 [label="gini = 0.338\nsamples = 3460\nvalue = [2714, 746]", fillcolor="#eca46f"] ;
1888 -> 1890 ;
1891 [label="gini = 0.402\nsamples = 61\nvalue = [44, 17]", fillcolor="#efb286"] ;
1887 -> 1891 ;
1892 [label="gini = 0.323\nsamples = 3244\nvalue = [2587, 657]", fillcolor="#eca16b"] ;
1886 -> 1892 ;
1893 [label="gini = 0.48\nsamples = 10\nvalue = [6, 4]", fillcolor="#f6d5bd"] ;
1885 -> 1893 ;
1894 [label="gini = 0.137\nsamples = 27\nvalue = [25, 2]", fillcolor="#e78b49"] ;
1884 -> 1894 ;
1895 [label="X[5] <= 0.5\ngini = 0.428\nsamples = 10989\nvalue = [7583, 3406]", fillcolor="#f1ba92"] ;
1883 -> 1895 ;
1896 [label="X[0] <= 0.5\ngini = 0.413\nsamples = 3873\nvalue = [2742, 1131]", fillcolor="#f0b58b"] ;
1895 -> 1896 ;
1897 [label="X[1] <= 0.5\ngini = 0.414\nsamples = 3865\nvalue = [2735, 1130]", fillcolor="#f0b58b"] ;
1896 -> 1897 ;
1898 [label="X[2] <= 0.5\ngini = 0.414\nsamples = 3798\nvalue = [2686, 1112]", fillcolor="#f0b58b"] ;
1897 -> 1898 ;
1899 [label="X[3] <= 0.5\ngini = 0.417\nsamples = 128\nvalue = [90, 38]", fillcolor="#f0b68d"] ;
1898 -> 1899 ;
1900 [label="gini = 0.417\nsamples = 81\nvalue = [57, 24]", fillcolor="#f0b68c"] ;
1899 -> 1900 ;
1901 [label="gini = 0.418\nsamples = 47\nvalue = [33, 14]", fillcolor="#f0b68d"] ;
1899 -> 1901 ;
1902 [label="gini = 0.414\nsamples = 3670\nvalue = [2596, 1074]", fillcolor="#f0b58b"] ;
1898 -> 1902 ;
1903 [label="gini = 0.393\nsamples = 67\nvalue = [49, 18]", fillcolor="#efaf82"] ;
1897 -> 1903 ;
1904 [label="gini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ;
1896 -> 1904 ;
1905 [label="gini = 0.435\nsamples = 7116\nvalue = [4841, 2275]", fillcolor="#f1bc96"] ;
1895 -> 1905 ;
1906 [label="X[5] <= 0.5\ngini = 0.386\nsamples = 16941\nvalue = [12519, 4422]", fillcolor="#eeae7f"] ;
18 -> 1906 ;
1907 [label="X[3] <= 0.5\ngini = 0.35\nsamples = 6258\nvalue = [4845, 1413]", fillcolor="#eda673"] ;
1906 -> 1907 ;
1908 [label="X[1] <= 0.5\ngini = 0.348\nsamples = 6229\nvalue = [4834, 1395]", fillcolor="#eda572"] ;
1907 -> 1908 ;
1909 [label="X[7] <= 0.5\ngini = 0.35\nsamples = 6086\nvalue = [4710, 1376]", fillcolor="#eda673"] ;
1908 -> 1909 ;
1910 [label="X[2] <= 0.5\ngini = 0.318\nsamples = 1009\nvalue = [809, 200]", fillcolor="#eba06a"] ;
1909 -> 1910 ;
1911 [label="X[4] <= 0.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ;
1910 -> 1911 ;
1912 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ;
1911 -> 1912 ;
1913 [label="gini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ;
1911 -> 1913 ;
1914 [label="gini = 0.319\nsamples = 1001\nvalue = [802, 199]", fillcolor="#eba06a"] ;
1910 -> 1914 ;
1915 [label="X[0] <= 0.5\ngini = 0.356\nsamples = 5077\nvalue = [3901, 1176]", fillcolor="#eda775"] ;
1909 -> 1915 ;
1916 [label="X[4] <= 0.5\ngini = 0.356\nsamples = 5070\nvalue = [3894, 1176]", fillcolor="#eda775"] ;
1915 -> 1916 ;
1917 [label="gini = 0.355\nsamples = 4985\nvalue = [3833, 1152]", fillcolor="#eda775"] ;
1916 -> 1917 ;
1918 [label="gini = 0.405\nsamples = 85\nvalue = [61, 24]", fillcolor="#efb387"] ;
1916 -> 1918 ;
1919 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ;
1915 -> 1919 ;
1920 [label="X[7] <= 0.5\ngini = 0.23\nsamples = 143\nvalue = [124, 19]", fillcolor="#e99457"] ;
1908 -> 1920 ;
1921 [label="gini = 0.176\nsamples = 41\nvalue = [37, 4]", fillcolor="#e88f4e"] ;
1920 -> 1921 ;
1922 [label="gini = 0.251\nsamples = 102\nvalue = [87, 15]", fillcolor="#e9975b"] ;
1920 -> 1922 ;
1923 [label="X[7] <= 0.5\ngini = 0.471\nsamples = 29\nvalue = [11, 18]", fillcolor="#b2d9f5"] ;
1907 -> 1923 ;
1924 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
1923 -> 1924 ;
1925 [label="gini = 0.466\nsamples = 27\nvalue = [10, 17]", fillcolor="#add7f4"] ;
1923 -> 1925 ;
1926 [label="X[7] <= 0.5\ngini = 0.405\nsamples = 10683\nvalue = [7674, 3009]", fillcolor="#efb287"] ;
1906 -> 1926 ;
1927 [label="gini = 0.392\nsamples = 2342\nvalue = [1714, 628]", fillcolor="#efaf82"] ;
1926 -> 1927 ;
1928 [label="gini = 0.408\nsamples = 8341\nvalue = [5960, 2381]", fillcolor="#efb388"] ;
1926 -> 1928 ;
1929 [label="X[6] <= 0.5\ngini = 0.45\nsamples = 35798\nvalue = [23537, 12261]", fillcolor="#f3c3a0"] ;
17 -> 1929 ;
1930 [label="X[2] <= 0.5\ngini = 0.454\nsamples = 33914\nvalue = [22114, 11800]", fillcolor="#f3c4a3"] ;
1929 -> 1930 ;
1931 [label="X[1] <= 0.5\ngini = 0.48\nsamples = 5301\nvalue = [3187, 2114]", fillcolor="#f6d5bc"] ;
1930 -> 1931 ;
1932 [label="X[4] <= 0.5\ngini = 0.48\nsamples = 5201\nvalue = [3116, 2085]", fillcolor="#f6d5bd"] ;
1931 -> 1932 ;
1933 [label="X[3] <= 0.5\ngini = 0.48\nsamples = 5099\nvalue = [3054, 2045]", fillcolor="#f6d5be"] ;
1932 -> 1933 ;
1934 [label="gini = 0.48\nsamples = 4884\nvalue = [2925, 1959]", fillcolor="#f6d5be"] ;
1933 -> 1934 ;
1935 [label="gini = 0.48\nsamples = 215\nvalue = [129, 86]", fillcolor="#f6d5bd"] ;
1933 -> 1935 ;
1936 [label="gini = 0.477\nsamples = 102\nvalue = [62, 40]", fillcolor="#f6d2b9"] ;
1932 -> 1936 ;
1937 [label="gini = 0.412\nsamples = 100\nvalue = [71, 29]", fillcolor="#f0b48a"] ;
1931 -> 1937 ;
1938 [label="gini = 0.448\nsamples = 28613\nvalue = [18927, 9686]", fillcolor="#f2c19e"] ;
1930 -> 1938 ;
1939 [label="X[2] <= 0.5\ngini = 0.37\nsamples = 1884\nvalue = [1423, 461]", fillcolor="#edaa79"] ;
1929 -> 1939 ;
1940 [label="X[1] <= 0.5\ngini = 0.425\nsamples = 627\nvalue = [435, 192]", fillcolor="#f0b990"] ;
1939 -> 1940 ;
1941 [label="X[5] <= 0.5\ngini = 0.422\nsamples = 621\nvalue = [433, 188]", fillcolor="#f0b88f"] ;
1940 -> 1941 ;
1942 [label="X[4] <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [12, 3]", fillcolor="#eca06a"] ;
1941 -> 1942 ;
1943 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ;
1942 -> 1943 ;
1944 [label="gini = 0.355\nsamples = 13\nvalue = [10, 3]", fillcolor="#eda774"] ;
1942 -> 1944 ;
1945 [label="gini = 0.424\nsamples = 606\nvalue = [421, 185]", fillcolor="#f0b890"] ;
1941 -> 1945 ;
1946 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ;
1940 -> 1946 ;
1947 [label="gini = 0.336\nsamples = 1257\nvalue = [988, 269]", fillcolor="#eca36f"] ;
1939 -> 1947 ;
1948 [label="X[2] <= 0.5\ngini = 0.236\nsamples = 15259\nvalue = [2084, 13175]", fillcolor="#58ade9"] ;
16 -> 1948 ;
1949 [label="X[1] <= 0.5\ngini = 0.265\nsamples = 6085\nvalue = [956, 5129]", fillcolor="#5eafea"] ;
1948 -> 1949 ;
1950 [label="X[6] <= 0.5\ngini = 0.264\nsamples = 6062\nvalue = [949, 5113]", fillcolor="#5eafea"] ;
1949 -> 1950 ;
1951 [label="X[4] <= 0.5\ngini = 0.267\nsamples = 5574\nvalue = [885, 4689]", fillcolor="#5eafea"] ;
1950 -> 1951 ;
1952 [label="X[0] <= 0.5\ngini = 0.267\nsamples = 5538\nvalue = [877, 4661]", fillcolor="#5eafea"] ;
1951 -> 1952 ;
1953 [label="X[3] <= 0.5\ngini = 0.267\nsamples = 5534\nvalue = [877, 4657]", fillcolor="#5eafea"] ;
1952 -> 1953 ;
1954 [label="gini = 0.266\nsamples = 5471\nvalue = [866, 4605]", fillcolor="#5eafea"] ;
1953 -> 1954 ;
1955 [label="gini = 0.288\nsamples = 63\nvalue = [11, 52]", fillcolor="#63b2ea"] ;
1953 -> 1955 ;
1956 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ;
1952 -> 1956 ;
1957 [label="gini = 0.346\nsamples = 36\nvalue = [8, 28]", fillcolor="#72b9ec"] ;
1951 -> 1957 ;
1958 [label="X[3] <= 0.5\ngini = 0.228\nsamples = 488\nvalue = [64, 424]", fillcolor="#57ace9"] ;
1950 -> 1958 ;
1959 [label="X[5] <= 0.5\ngini = 0.226\nsamples = 486\nvalue = [63, 423]", fillcolor="#56ace9"] ;
1958 -> 1959 ;
1960 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ;
1959 -> 1960 ;
1961 [label="gini = 0.226\nsamples = 484\nvalue = [63, 421]", fillcolor="#57ace9"] ;
1959 -> 1961 ;
1962 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
1958 -> 1962 ;
1963 [label="gini = 0.423\nsamples = 23\nvalue = [7, 16]", fillcolor="#90c8f0"] ;
1949 -> 1963 ;
1964 [label="X[6] <= 0.5\ngini = 0.216\nsamples = 9174\nvalue = [1128, 8046]", fillcolor="#55abe9"] ;
1948 -> 1964 ;
1965 [label="gini = 0.215\nsamples = 8854\nvalue = [1085, 7769]", fillcolor="#55abe9"] ;
1964 -> 1965 ;
1966 [label="gini = 0.233\nsamples = 320\nvalue = [43, 277]", fillcolor="#58ace9"] ;
1964 -> 1966 ;
1967 [label="X[3] <= 0.5\ngini = 0.193\nsamples = 13105\nvalue = [1420, 11685]", fillcolor="#51a9e8"] ;
15 -> 1967 ;
1968 [label="X[0] <= 0.5\ngini = 0.194\nsamples = 12809\nvalue = [1396, 11413]", fillcolor="#51a9e8"] ;
1967 -> 1968 ;
1969 [label="X[4] <= 0.5\ngini = 0.194\nsamples = 12797\nvalue = [1396, 11401]", fillcolor="#51a9e8"] ;
1968 -> 1969 ;
1970 [label="X[6] <= 0.5\ngini = 0.195\nsamples = 12713\nvalue = [1390, 11323]", fillcolor="#51a9e8"] ;
1969 -> 1970 ;
1971 [label="X[1] <= 0.5\ngini = 0.196\nsamples = 10958\nvalue = [1207, 9751]", fillcolor="#52a9e8"] ;
1970 -> 1971 ;
1972 [label="X[5] <= 0.5\ngini = 0.196\nsamples = 10870\nvalue = [1194, 9676]", fillcolor="#51a9e8"] ;
1971 -> 1972 ;
1973 [label="gini = 0.189\nsamples = 2864\nvalue = [303, 2561]", fillcolor="#50a9e8"] ;
1972 -> 1973 ;
1974 [label="gini = 0.198\nsamples = 8006\nvalue = [891, 7115]", fillcolor="#52a9e8"] ;
1972 -> 1974 ;
1975 [label="gini = 0.252\nsamples = 88\nvalue = [13, 75]", fillcolor="#5baeea"] ;
1971 -> 1975 ;
1976 [label="X[2] <= 0.5\ngini = 0.187\nsamples = 1755\nvalue = [183, 1572]", fillcolor="#50a8e8"] ;
1970 -> 1976 ;
1977 [label="X[1] <= 0.5\ngini = 0.178\nsamples = 1489\nvalue = [147, 1342]", fillcolor="#4fa8e8"] ;
1976 -> 1977 ;
1978 [label="gini = 0.179\nsamples = 1477\nvalue = [147, 1330]", fillcolor="#4fa8e8"] ;
1977 -> 1978 ;
1979 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]", fillcolor="#399de5"] ;
1977 -> 1979 ;
1980 [label="gini = 0.234\nsamples = 266\nvalue = [36, 230]", fillcolor="#58ace9"] ;
1976 -> 1980 ;
1981 [label="X[6] <= 0.5\ngini = 0.133\nsamples = 84\nvalue = [6, 78]", fillcolor="#48a5e7"] ;
1969 -> 1981 ;
1982 [label="gini = 0.119\nsamples = 79\nvalue = [5, 74]", fillcolor="#46a4e7"] ;
1981 -> 1982 ;
1983 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ;
1981 -> 1983 ;
1984 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]", fillcolor="#399de5"] ;
1968 -> 1984 ;
1985 [label="X[7] <= 0.5\ngini = 0.149\nsamples = 296\nvalue = [24, 272]", fillcolor="#4aa6e7"] ;
1967 -> 1985 ;
1986 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ;
1985 -> 1986 ;
1987 [label="gini = 0.15\nsamples = 293\nvalue = [24, 269]", fillcolor="#4ba6e7"] ;
1985 -> 1987 ;
1988 [label="X[2] <= 0.5\ngini = 0.345\nsamples = 16399\nvalue = [12763, 3636]", fillcolor="#eca571"] ;
14 -> 1988 ;
1989 [label="X[7] <= 0.5\ngini = 0.333\nsamples = 11905\nvalue = [9396, 2509]", fillcolor="#eca36e"] ;
1988 -> 1989 ;
1990 [label="X[4] <= 0.5\ngini = 0.308\nsamples = 2463\nvalue = [1995, 468]", fillcolor="#eb9f67"] ;
1989 -> 1990 ;
1991 [label="X[3] <= 0.5\ngini = 0.307\nsamples = 2455\nvalue = [1990, 465]", fillcolor="#eb9e67"] ;
1990 -> 1991 ;
1992 [label="X[0] <= 0.5\ngini = 0.308\nsamples = 2449\nvalue = [1984, 465]", fillcolor="#eb9f67"] ;
1991 -> 1992 ;
1993 [label="X[5] <= 0.5\ngini = 0.307\nsamples = 2447\nvalue = [1983, 464]", fillcolor="#eb9e67"] ;
1992 -> 1993 ;
1994 [label="gini = 0.328\nsamples = 29\nvalue = [23, 6]", fillcolor="#eca26d"] ;
1993 -> 1994 ;
1995 [label="gini = 0.307\nsamples = 2418\nvalue = [1960, 458]", fillcolor="#eb9e67"] ;
1993 -> 1995 ;
1996 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ;
1992 -> 1996 ;
1997 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ;
1991 -> 1997 ;
1998 [label="gini = 0.469\nsamples = 8\nvalue = [5, 3]", fillcolor="#f5cdb0"] ;
1990 -> 1998 ;
1999 [label="X[0] <= 0.5\ngini = 0.339\nsamples = 9442\nvalue = [7401, 2041]", fillcolor="#eca470"] ;
1989 -> 1999 ;
2000 [label="X[3] <= 0.5\ngini = 0.339\nsamples = 9424\nvalue = [7384, 2040]", fillcolor="#eca470"] ;
1999 -> 2000 ;
2001 [label="X[1] <= 0.5\ngini = 0.341\nsamples = 9111\nvalue = [7127, 1984]", fillcolor="#eca470"] ;
2000 -> 2001 ;
2002 [label="X[4] <= 0.5\ngini = 0.34\nsamples = 8961\nvalue = [7014, 1947]", fillcolor="#eca470"] ;
2001 -> 2002 ;
2003 [label="gini = 0.34\nsamples = 8854\nvalue = [6930, 1924]", fillcolor="#eca470"] ;
2002 -> 2003 ;
2004 [label="gini = 0.337\nsamples = 107\nvalue = [84, 23]", fillcolor="#eca46f"] ;
2002 -> 2004 ;
2005 [label="gini = 0.372\nsamples = 150\nvalue = [113, 37]", fillcolor="#eeaa7a"] ;
2001 -> 2005 ;
2006 [label="gini = 0.294\nsamples = 313\nvalue = [257, 56]", fillcolor="#eb9c64"] ;
2000 -> 2006 ;
2007 [label="gini = 0.105\nsamples = 18\nvalue = [17, 1]", fillcolor="#e78845"] ;
1999 -> 2007 ;
2008 [label="X[6] <= 0.5\ngini = 0.376\nsamples = 4494\nvalue = [3367, 1127]", fillcolor="#eeab7b"] ;
1988 -> 2008 ;
2009 [label="gini = 0.379\nsamples = 3762\nvalue = [2808, 954]", fillcolor="#eeac7c"] ;
2008 -> 2009 ;
2010 [label="gini = 0.361\nsamples = 732\nvalue = [559, 173]", fillcolor="#eda876"] ;
2008 -> 2010 ;
2011 [label="X[2] <= 0.5\ngini = 0.001\nsamples = 7181\nvalue = [7177, 4]", fillcolor="#e58139"] ;
13 -> 2011 ;
2012 [label="X[6] <= 0.5\ngini = 0.001\nsamples = 4317\nvalue = [4315, 2]", fillcolor="#e58139"] ;
2011 -> 2012 ;
2013 [label="X[5] <= 0.5\ngini = 0.001\nsamples = 3325\nvalue = [3324, 1]", fillcolor="#e58139"] ;
2012 -> 2013 ;
2014 [label="gini = 0.0\nsamples = 117\nvalue = [117, 0]", fillcolor="#e58139"] ;
2013 -> 2014 ;
2015 [label="gini = 0.001\nsamples = 3208\nvalue = [3207, 1]", fillcolor="#e58139"] ;
2013 -> 2015 ;
2016 [label="X[5] <= 0.5\ngini = 0.002\nsamples = 992\nvalue = [991, 1]", fillcolor="#e58139"] ;
2012 -> 2016 ;
2017 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]", fillcolor="#e58139"] ;
2016 -> 2017 ;
2018 [label="gini = 0.002\nsamples = 966\nvalue = [965, 1]", fillcolor="#e58139"] ;
2016 -> 2018 ;
2019 [label="X[7] <= 0.5\ngini = 0.001\nsamples = 2864\nvalue = [2862, 2]", fillcolor="#e58139"] ;
2011 -> 2019 ;
2020 [label="gini = 0.0\nsamples = 455\nvalue = [455, 0]", fillcolor="#e58139"] ;
2019 -> 2020 ;
2021 [label="gini = 0.002\nsamples = 2409\nvalue = [2407, 2]", fillcolor="#e58139"] ;
2019 -> 2021 ;
2022 [label="X[3] <= 0.5\ngini = 0.326\nsamples = 38922\nvalue = [7975, 30947]", fillcolor="#6cb6ec"] ;
12 -> 2022 ;
2023 [label="X[2] <= 0.5\ngini = 0.329\nsamples = 37804\nvalue = [7850, 29954]", fillcolor="#6db7ec"] ;
2022 -> 2023 ;
2024 [label="X[5] <= 0.5\ngini = 0.345\nsamples = 15670\nvalue = [3471, 12199]", fillcolor="#71b9ec"] ;
2023 -> 2024 ;
2025 [label="X[1] <= 0.5\ngini = 0.423\nsamples = 273\nvalue = [83, 190]", fillcolor="#8fc8f0"] ;
2024 -> 2025 ;
2026 [label="X[6] <= 0.5\ngini = 0.438\nsamples = 170\nvalue = [55, 115]", fillcolor="#98ccf1"] ;
2025 -> 2026 ;
2027 [label="X[4] <= 0.5\ngini = 0.424\nsamples = 128\nvalue = [39, 89]", fillcolor="#90c8f0"] ;
2026 -> 2027 ;
2028 [label="gini = 0.32\nsamples = 10\nvalue = [2, 8]", fillcolor="#6ab6ec"] ;
2027 -> 2028 ;
2029 [label="gini = 0.43\nsamples = 118\nvalue = [37, 81]", fillcolor="#93caf1"] ;
2027 -> 2029 ;
2030 [label="X[0] <= 0.5\ngini = 0.472\nsamples = 42\nvalue = [16, 26]", fillcolor="#b3d9f5"] ;
2026 -> 2030 ;
2031 [label="gini = 0.46\nsamples = 39\nvalue = [14, 25]", fillcolor="#a8d4f4"] ;
2030 -> 2031 ;
2032 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ;
2030 -> 2032 ;
2033 [label="X[7] <= 0.5\ngini = 0.396\nsamples = 103\nvalue = [28, 75]", fillcolor="#83c2ef"] ;
2025 -> 2033 ;
2034 [label="gini = 0.346\nsamples = 36\nvalue = [8, 28]", fillcolor="#72b9ec"] ;
2033 -> 2034 ;
2035 [label="gini = 0.419\nsamples = 67\nvalue = [20, 47]", fillcolor="#8dc7f0"] ;
2033 -> 2035 ;
2036 [label="X[7] <= 0.5\ngini = 0.343\nsamples = 15397\nvalue = [3388, 12009]", fillcolor="#71b9ec"] ;
2024 -> 2036 ;
2037 [label="gini = 0.351\nsamples = 4923\nvalue = [1118, 3805]", fillcolor="#73baed"] ;
2036 -> 2037 ;
2038 [label="gini = 0.34\nsamples = 10474\nvalue = [2270, 8204]", fillcolor="#70b8ec"] ;
2036 -> 2038 ;
2039 [label="X[6] <= 0.5\ngini = 0.317\nsamples = 22134\nvalue = [4379, 17755]", fillcolor="#6ab5eb"] ;
2023 -> 2039 ;
2040 [label="gini = 0.311\nsamples = 16146\nvalue = [3109, 13037]", fillcolor="#68b4eb"] ;
2039 -> 2040 ;
2041 [label="gini = 0.334\nsamples = 5988\nvalue = [1270, 4718]", fillcolor="#6eb7ec"] ;
2039 -> 2041 ;
2042 [label="X[6] <= 0.5\ngini = 0.199\nsamples = 1118\nvalue = [125, 993]", fillcolor="#52a9e8"] ;
2022 -> 2042 ;
2043 [label="gini = 0.188\nsamples = 972\nvalue = [102, 870]", fillcolor="#50a8e8"] ;
2042 -> 2043 ;
2044 [label="gini = 0.265\nsamples = 146\nvalue = [23, 123]", fillcolor="#5eafea"] ;
2042 -> 2044 ;
2045 [label="X[5] <= 0.5\ngini = 0.391\nsamples = 75049\nvalue = [19979, 55070]", fillcolor="#81c1ee"] ;
11 -> 2045 ;
2046 [label="X[2] <= 0.5\ngini = 0.416\nsamples = 28125\nvalue = [8311, 19814]", fillcolor="#8cc6f0"] ;
2045 -> 2046 ;
2047 [label="X[3] <= 0.5\ngini = 0.479\nsamples = 1676\nvalue = [667, 1009]", fillcolor="#bcdef6"] ;
2046 -> 2047 ;
2048 [label="X[0] <= 0.5\ngini = 0.494\nsamples = 994\nvalue = [444, 550]", fillcolor="#d9ecfa"] ;
2047 -> 2048 ;
2049 [label="X[1] <= 0.5\ngini = 0.496\nsamples = 953\nvalue = [433, 520]", fillcolor="#deeffb"] ;
2048 -> 2049 ;
2050 [label="X[6] <= 0.5\ngini = 0.492\nsamples = 456\nvalue = [200, 256]", fillcolor="#d4eaf9"] ;
2049 -> 2050 ;
2051 [label="gini = 0.493\nsamples = 240\nvalue = [106, 134]", fillcolor="#d6ebfa"] ;
2050 -> 2051 ;
2052 [label="gini = 0.492\nsamples = 216\nvalue = [94, 122]", fillcolor="#d2e9f9"] ;
2050 -> 2052 ;
2053 [label="X[6] <= 0.5\ngini = 0.498\nsamples = 497\nvalue = [233, 264]", fillcolor="#e8f3fc"] ;
2049 -> 2053 ;
2054 [label="gini = 0.5\nsamples = 209\nvalue = [103, 106]", fillcolor="#f9fcfe"] ;
2053 -> 2054 ;
2055 [label="gini = 0.495\nsamples = 288\nvalue = [130, 158]", fillcolor="#dceefa"] ;
2053 -> 2055 ;
2056 [label="X[7] <= 0.5\ngini = 0.393\nsamples = 41\nvalue = [11, 30]", fillcolor="#82c1ef"] ;
2048 -> 2056 ;
2057 [label="gini = 0.386\nsamples = 23\nvalue = [6, 17]", fillcolor="#7fc0ee"] ;
2056 -> 2057 ;
2058 [label="gini = 0.401\nsamples = 18\nvalue = [5, 13]", fillcolor="#85c3ef"] ;
2056 -> 2058 ;
2059 [label="X[7] <= 0.5\ngini = 0.44\nsamples = 682\nvalue = [223, 459]", fillcolor="#99cdf2"] ;
2047 -> 2059 ;
2060 [label="gini = 0.431\nsamples = 369\nvalue = [116, 253]", fillcolor="#94caf1"] ;
2059 -> 2060 ;
2061 [label="gini = 0.45\nsamples = 313\nvalue = [107, 206]", fillcolor="#a0d0f3"] ;
2059 -> 2061 ;
2062 [label="X[7] <= 0.5\ngini = 0.411\nsamples = 26449\nvalue = [7644, 18805]", fillcolor="#89c5f0"] ;
2046 -> 2062 ;
2063 [label="gini = 0.417\nsamples = 12861\nvalue = [3818, 9043]", fillcolor="#8dc6f0"] ;
2062 -> 2063 ;
2064 [label="gini = 0.405\nsamples = 13588\nvalue = [3826, 9762]", fillcolor="#87c3ef"] ;
2062 -> 2064 ;
2065 [label="X[6] <= 0.5\ngini = 0.374\nsamples = 46924\nvalue = [11668, 35256]", fillcolor="#7bbdee"] ;
2045 -> 2065 ;
2066 [label="gini = 0.38\nsamples = 20726\nvalue = [5293, 15433]", fillcolor="#7dbfee"] ;
2065 -> 2066 ;
2067 [label="gini = 0.368\nsamples = 26198\nvalue = [6375, 19823]", fillcolor="#79bded"] ;
2065 -> 2067 ;
2068 [label="X[2] <= 0.5\ngini = 0.446\nsamples = 60550\nvalue = [40258, 20292]", fillcolor="#f2c19d"] ;
10 -> 2068 ;
2069 [label="X[7] <= 0.5\ngini = 0.429\nsamples = 50829\nvalue = [34991, 15838]", fillcolor="#f1ba93"] ;
2068 -> 2069 ;
2070 [label="X[5] <= 0.5\ngini = 0.361\nsamples = 14183\nvalue = [10831, 3352]", fillcolor="#eda876"] ;
2069 -> 2070 ;
2071 [label="X[3] <= 0.5\ngini = 0.276\nsamples = 513\nvalue = [428, 85]", fillcolor="#ea9a60"] ;
2070 -> 2071 ;
2072 [label="X[4] <= 0.5\ngini = 0.232\nsamples = 395\nvalue = [342, 53]", fillcolor="#e99558"] ;
2071 -> 2072 ;
2073 [label="X[0] <= 0.5\ngini = 0.222\nsamples = 220\nvalue = [192, 28]", fillcolor="#e99356"] ;
2072 -> 2073 ;
2074 [label="gini = 0.225\nsamples = 209\nvalue = [182, 27]", fillcolor="#e99456"] ;
2073 -> 2074 ;
2075 [label="gini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ;
2073 -> 2075 ;
2076 [label="gini = 0.245\nsamples = 175\nvalue = [150, 25]", fillcolor="#e9965a"] ;
2072 -> 2076 ;
2077 [label="gini = 0.395\nsamples = 118\nvalue = [86, 32]", fillcolor="#efb083"] ;
2071 -> 2077 ;
2078 [label="gini = 0.364\nsamples = 13670\nvalue = [10403, 3267]", fillcolor="#eda977"] ;
2070 -> 2078 ;
2079 [label="X[3] <= 0.5\ngini = 0.449\nsamples = 36646\nvalue = [24160, 12486]", fillcolor="#f2c29f"] ;
2069 -> 2079 ;
2080 [label="X[1] <= 0.5\ngini = 0.448\nsamples = 35992\nvalue = [23806, 12186]", fillcolor="#f2c19e"] ;
2079 -> 2080 ;
2081 [label="X[5] <= 0.5\ngini = 0.449\nsamples = 35549\nvalue = [23464, 12085]", fillcolor="#f2c29f"] ;
2080 -> 2081 ;
2082 [label="X[4] <= 0.5\ngini = 0.431\nsamples = 537\nvalue = [368, 169]", fillcolor="#f1bb94"] ;
2081 -> 2082 ;
2083 [label="gini = 0.365\nsamples = 25\nvalue = [19, 6]", fillcolor="#eda978"] ;
2082 -> 2083 ;
2084 [label="gini = 0.434\nsamples = 512\nvalue = [349, 163]", fillcolor="#f1bc95"] ;
2082 -> 2084 ;
2085 [label="gini = 0.449\nsamples = 35012\nvalue = [23096, 11916]", fillcolor="#f2c29f"] ;
2081 -> 2085 ;
2086 [label="gini = 0.352\nsamples = 443\nvalue = [342, 101]", fillcolor="#eda673"] ;
2080 -> 2086 ;
2087 [label="gini = 0.497\nsamples = 654\nvalue = [354, 300]", fillcolor="#fbece1"] ;
2079 -> 2087 ;
2088 [label="X[7] <= 0.5\ngini = 0.497\nsamples = 9721\nvalue = [5267, 4454]", fillcolor="#fbece0"] ;
2068 -> 2088 ;
2089 [label="gini = 0.453\nsamples = 2030\nvalue = [1327, 703]", fillcolor="#f3c4a2"] ;
2088 -> 2089 ;
2090 [label="gini = 0.5\nsamples = 7691\nvalue = [3940, 3751]", fillcolor="#fef9f6"] ;
2088 -> 2090 ;
2091 [label="X[3] <= 0.5\ngini = 0.412\nsamples = 145907\nvalue = [42422, 103485]", fillcolor="#8ac5f0"] ;
9 -> 2091 ;
2092 [label="X[2] <= 0.5\ngini = 0.416\nsamples = 141484\nvalue = [41713, 99771]", fillcolor="#8cc6f0"] ;
2091 -> 2092 ;
2093 [label="X[5] <= 0.5\ngini = 0.407\nsamples = 101416\nvalue = [28882, 72534]", fillcolor="#88c4ef"] ;
2092 -> 2093 ;
2094 [label="X[0] <= 0.5\ngini = 0.329\nsamples = 6251\nvalue = [1299, 4952]", fillcolor="#6db7ec"] ;
2093 -> 2094 ;
2095 [label="X[1] <= 0.5\ngini = 0.326\nsamples = 6044\nvalue = [1239, 4805]", fillcolor="#6cb6ec"] ;
2094 -> 2095 ;
2096 [label="X[7] <= 0.5\ngini = 0.339\nsamples = 3131\nvalue = [676, 2455]", fillcolor="#70b8ec"] ;
2095 -> 2096 ;
2097 [label="gini = 0.369\nsamples = 775\nvalue = [189, 586]", fillcolor="#79bded"] ;
2096 -> 2097 ;
2098 [label="gini = 0.328\nsamples = 2356\nvalue = [487, 1869]", fillcolor="#6db7ec"] ;
2096 -> 2098 ;
2099 [label="X[6] <= 0.5\ngini = 0.312\nsamples = 2913\nvalue = [563, 2350]", fillcolor="#68b4eb"] ;
2095 -> 2099 ;
2100 [label="gini = 0.304\nsamples = 1849\nvalue = [346, 1503]", fillcolor="#67b4eb"] ;
2099 -> 2100 ;
2101 [label="gini = 0.325\nsamples = 1064\nvalue = [217, 847]", fillcolor="#6cb6ec"] ;
2099 -> 2101 ;
2102 [label="X[6] <= 0.5\ngini = 0.412\nsamples = 207\nvalue = [60, 147]", fillcolor="#8ac5f0"] ;
2094 -> 2102 ;
2103 [label="gini = 0.389\nsamples = 159\nvalue = [42, 117]", fillcolor="#80c0ee"] ;
2102 -> 2103 ;
2104 [label="gini = 0.469\nsamples = 48\nvalue = [18, 30]", fillcolor="#b0d8f5"] ;
2102 -> 2104 ;
2105 [label="X[7] <= 0.5\ngini = 0.412\nsamples = 95165\nvalue = [27583, 67582]", fillcolor="#8ac5f0"] ;
2093 -> 2105 ;
2106 [label="gini = 0.426\nsamples = 28876\nvalue = [8876, 20000]", fillcolor="#91c8f1"] ;
2105 -> 2106 ;
2107 [label="gini = 0.405\nsamples = 66289\nvalue = [18707, 47582]", fillcolor="#87c4ef"] ;
2105 -> 2107 ;
2108 [label="X[7] <= 0.5\ngini = 0.435\nsamples = 40068\nvalue = [12831, 27237]", fillcolor="#96cbf1"] ;
2092 -> 2108 ;
2109 [label="gini = 0.434\nsamples = 12315\nvalue = [3923, 8392]", fillcolor="#96cbf1"] ;
2108 -> 2109 ;
2110 [label="gini = 0.436\nsamples = 27753\nvalue = [8908, 18845]", fillcolor="#97cbf1"] ;
2108 -> 2110 ;
2111 [label="X[6] <= 0.5\ngini = 0.269\nsamples = 4423\nvalue = [709, 3714]", fillcolor="#5fb0ea"] ;
2091 -> 2111 ;
2112 [label="gini = 0.268\nsamples = 3563\nvalue = [568, 2995]", fillcolor="#5fb0ea"] ;
2111 -> 2112 ;
2113 [label="gini = 0.274\nsamples = 860\nvalue = [141, 719]", fillcolor="#60b0ea"] ;
2111 -> 2113 ;
2114 [label="X[2] <= 0.5\ngini = 0.384\nsamples = 138886\nvalue = [35942, 102944]", fillcolor="#7ebfee"] ;
8 -> 2114 ;
2115 [label="X[6] <= 0.5\ngini = 0.394\nsamples = 100433\nvalue = [27093, 73340]", fillcolor="#82c1ef"] ;
2114 -> 2115 ;
2116 [label="X[1] <= 0.5\ngini = 0.387\nsamples = 81098\nvalue = [21230, 59868]", fillcolor="#7fc0ee"] ;
2115 -> 2116 ;
2117 [label="X[3] <= 0.5\ngini = 0.385\nsamples = 80446\nvalue = [20945, 59501]", fillcolor="#7fbfee"] ;
2116 -> 2117 ;
2118 [label="X[0] <= 0.5\ngini = 0.384\nsamples = 79425\nvalue = [20625, 58800]", fillcolor="#7ebfee"] ;
2117 -> 2118 ;
2119 [label="X[4] <= 0.5\ngini = 0.385\nsamples = 79304\nvalue = [20605, 58699]", fillcolor="#7fbfee"] ;
2118 -> 2119 ;
2120 [label="gini = 0.385\nsamples = 77592\nvalue = [20180, 57412]", fillcolor="#7fbfee"] ;
2119 -> 2120 ;
2121 [label="gini = 0.373\nsamples = 1712\nvalue = [425, 1287]", fillcolor="#7abdee"] ;
2119 -> 2121 ;
2122 [label="gini = 0.276\nsamples = 121\nvalue = [20, 101]", fillcolor="#60b0ea"] ;
2118 -> 2122 ;
2123 [label="gini = 0.43\nsamples = 1021\nvalue = [320, 701]", fillcolor="#93caf1"] ;
2117 -> 2123 ;
2124 [label="gini = 0.492\nsamples = 652\nvalue = [285, 367]", fillcolor="#d3e9f9"] ;
2116 -> 2124 ;
2125 [label="X[1] <= 0.5\ngini = 0.423\nsamples = 19335\nvalue = [5863, 13472]", fillcolor="#8fc8f0"] ;
2115 -> 2125 ;
2126 [label="X[4] <= 0.5\ngini = 0.422\nsamples = 19211\nvalue = [5801, 13410]", fillcolor="#8fc7f0"] ;
2125 -> 2126 ;
2127 [label="X[0] <= 0.5\ngini = 0.421\nsamples = 19003\nvalue = [5722, 13281]", fillcolor="#8ec7f0"] ;
2126 -> 2127 ;
2128 [label="X[5] <= 0.5\ngini = 0.421\nsamples = 18979\nvalue = [5717, 13262]", fillcolor="#8ec7f0"] ;
2127 -> 2128 ;
2129 [label="gini = 0.404\nsamples = 32\nvalue = [9, 23]", fillcolor="#86c3ef"] ;
2128 -> 2129 ;
2130 [label="gini = 0.421\nsamples = 18947\nvalue = [5708, 13239]", fillcolor="#8ec7f0"] ;
2128 -> 2130 ;
2131 [label="gini = 0.33\nsamples = 24\nvalue = [5, 19]", fillcolor="#6db7ec"] ;
2127 -> 2131 ;
2132 [label="gini = 0.471\nsamples = 208\nvalue = [79, 129]", fillcolor="#b2d9f5"] ;
2126 -> 2132 ;
2133 [label="gini = 0.5\nsamples = 124\nvalue = [62, 62]", fillcolor="#ffffff"] ;
2125 -> 2133 ;
2134 [label="X[6] <= 0.5\ngini = 0.354\nsamples = 38453\nvalue = [8849, 29604]", fillcolor="#74baed"] ;
2114 -> 2134 ;
2135 [label="gini = 0.351\nsamples = 33249\nvalue = [7549, 25700]", fillcolor="#73baed"] ;
2134 -> 2135 ;
2136 [label="gini = 0.375\nsamples = 5204\nvalue = [1300, 3904]", fillcolor="#7bbeee"] ;
2134 -> 2136 ;
2137 [label="X[7] <= 0.5\ngini = 0.168\nsamples = 41938\nvalue = [3879, 38059]", fillcolor="#4da7e8"] ;
7 -> 2137 ;
2138 [label="X[1] <= 0.5\ngini = 0.153\nsamples = 7918\nvalue = [661, 7257]", fillcolor="#4ba6e7"] ;
2137 -> 2138 ;
2139 [label="X[3] <= 0.5\ngini = 0.152\nsamples = 7824\nvalue = [650, 7174]", fillcolor="#4ba6e7"] ;
2138 -> 2139 ;
2140 [label="X[2] <= 0.5\ngini = 0.153\nsamples = 7813\nvalue = [650, 7163]", fillcolor="#4ba6e7"] ;
2139 -> 2140 ;
2141 [label="X[5] <= 0.5\ngini = 0.151\nsamples = 6460\nvalue = [531, 5929]", fillcolor="#4ba6e7"] ;
2140 -> 2141 ;
2142 [label="X[4] <= 0.5\ngini = 0.093\nsamples = 41\nvalue = [2, 39]", fillcolor="#43a2e6"] ;
2141 -> 2142 ;
2143 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ;
2142 -> 2143 ;
2144 [label="gini = 0.105\nsamples = 36\nvalue = [2, 34]", fillcolor="#45a3e7"] ;
2142 -> 2144 ;
2145 [label="gini = 0.151\nsamples = 6419\nvalue = [529, 5890]", fillcolor="#4ba6e7"] ;
2141 -> 2145 ;
2146 [label="gini = 0.16\nsamples = 1353\nvalue = [119, 1234]", fillcolor="#4ca6e8"] ;
2140 -> 2146 ;
2147 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]", fillcolor="#399de5"] ;
2139 -> 2147 ;
2148 [label="gini = 0.207\nsamples = 94\nvalue = [11, 83]", fillcolor="#53aae8"] ;
2138 -> 2148 ;
2149 [label="X[5] <= 0.5\ngini = 0.171\nsamples = 34020\nvalue = [3218, 30802]", fillcolor="#4ea7e8"] ;
2137 -> 2149 ;
2150 [label="X[4] <= 0.5\ngini = 0.181\nsamples = 10151\nvalue = [1019, 9132]", fillcolor="#4fa8e8"] ;
2149 -> 2150 ;
2151 [label="X[3] <= 0.5\ngini = 0.179\nsamples = 9780\nvalue = [972, 8808]", fillcolor="#4fa8e8"] ;
2150 -> 2151 ;
2152 [label="X[0] <= 0.5\ngini = 0.178\nsamples = 9285\nvalue = [919, 8366]", fillcolor="#4fa8e8"] ;
2151 -> 2152 ;
2153 [label="X[2] <= 0.5\ngini = 0.178\nsamples = 9258\nvalue = [917, 8341]", fillcolor="#4fa8e8"] ;
2152 -> 2153 ;
2154 [label="gini = 0.178\nsamples = 515\nvalue = [51, 464]", fillcolor="#4fa8e8"] ;
2153 -> 2154 ;
2155 [label="gini = 0.178\nsamples = 8743\nvalue = [866, 7877]", fillcolor="#4fa8e8"] ;
2153 -> 2155 ;
2156 [label="gini = 0.137\nsamples = 27\nvalue = [2, 25]", fillcolor="#49a5e7"] ;
2152 -> 2156 ;
2157 [label="gini = 0.191\nsamples = 495\nvalue = [53, 442]", fillcolor="#51a9e8"] ;
2151 -> 2157 ;
2158 [label="gini = 0.221\nsamples = 371\nvalue = [47, 324]", fillcolor="#56abe9"] ;
2150 -> 2158 ;
2159 [label="gini = 0.167\nsamples = 23869\nvalue = [2199, 21670]", fillcolor="#4da7e8"] ;
2149 -> 2159 ;
2160 [label="X[6] <= 0.5\ngini = 0.426\nsamples = 91387\nvalue = [63229, 28158]", fillcolor="#f1b991"] ;
6 -> 2160 ;
2161 [label="X[5] <= 0.5\ngini = 0.44\nsamples = 67177\nvalue = [45247, 21930]", fillcolor="#f2be99"] ;
2160 -> 2161 ;
2162 [label="X[4] <= 0.5\ngini = 0.423\nsamples = 30453\nvalue = [21213, 9240]", fillcolor="#f0b88f"] ;
2161 -> 2162 ;
2163 [label="X[1] <= 0.5\ngini = 0.422\nsamples = 30154\nvalue = [21025, 9129]", fillcolor="#f0b88f"] ;
2162 -> 2163 ;
2164 [label="X[2] <= 0.5\ngini = 0.423\nsamples = 29925\nvalue = [20848, 9077]", fillcolor="#f0b88f"] ;
2163 -> 2164 ;
2165 [label="X[3] <= 0.5\ngini = 0.44\nsamples = 542\nvalue = [365, 177]", fillcolor="#f2be99"] ;
2164 -> 2165 ;
2166 [label="gini = 0.457\nsamples = 34\nvalue = [22, 12]", fillcolor="#f3c6a5"] ;
2165 -> 2166 ;
2167 [label="gini = 0.439\nsamples = 508\nvalue = [343, 165]", fillcolor="#f2be98"] ;
2165 -> 2167 ;
2168 [label="gini = 0.422\nsamples = 29383\nvalue = [20483, 8900]", fillcolor="#f0b88f"] ;
2164 -> 2168 ;
2169 [label="gini = 0.351\nsamples = 229\nvalue = [177, 52]", fillcolor="#eda673"] ;
2163 -> 2169 ;
2170 [label="gini = 0.467\nsamples = 299\nvalue = [188, 111]", fillcolor="#f4cbae"] ;
2162 -> 2170 ;
2171 [label="gini = 0.452\nsamples = 36724\nvalue = [24034, 12690]", fillcolor="#f3c4a2"] ;
2161 -> 2171 ;
2172 [label="X[5] <= 0.5\ngini = 0.382\nsamples = 24210\nvalue = [17982, 6228]", fillcolor="#eead7e"] ;
2160 -> 2172 ;
2173 [label="X[4] <= 0.5\ngini = 0.355\nsamples = 8432\nvalue = [6483, 1949]", fillcolor="#eda775"] ;
2172 -> 2173 ;
2174 [label="X[3] <= 0.5\ngini = 0.356\nsamples = 8336\nvalue = [6405, 1931]", fillcolor="#eda775"] ;
2173 -> 2174 ;
2175 [label="X[1] <= 0.5\ngini = 0.356\nsamples = 8286\nvalue = [6368, 1918]", fillcolor="#eda775"] ;
2174 -> 2175 ;
2176 [label="X[0] <= 0.5\ngini = 0.356\nsamples = 8225\nvalue = [6320, 1905]", fillcolor="#eda775"] ;
2175 -> 2176 ;
2177 [label="gini = 0.356\nsamples = 8221\nvalue = [6317, 1904]", fillcolor="#eda775"] ;
2176 -> 2177 ;
2178 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ;
2176 -> 2178 ;
2179 [label="gini = 0.335\nsamples = 61\nvalue = [48, 13]", fillcolor="#eca36f"] ;
2175 -> 2179 ;
2180 [label="gini = 0.385\nsamples = 50\nvalue = [37, 13]", fillcolor="#eead7f"] ;
2174 -> 2180 ;
2181 [label="gini = 0.305\nsamples = 96\nvalue = [78, 18]", fillcolor="#eb9e67"] ;
2173 -> 2181 ;
2182 [label="gini = 0.395\nsamples = 15778\nvalue = [11499, 4279]", fillcolor="#efb083"] ;
2172 -> 2182 ;
2183 [label="X[7] <= 0.5\ngini = 0.455\nsamples = 144330\nvalue = [93875, 50455]", fillcolor="#f3c5a3"] ;
5 -> 2183 ;
2184 [label="X[5] <= 0.5\ngini = 0.403\nsamples = 49040\nvalue = [35318, 13722]", fillcolor="#efb286"] ;
2183 -> 2184 ;
2185 [label="X[4] <= 0.5\ngini = 0.389\nsamples = 25362\nvalue = [18657, 6705]", fillcolor="#eeae80"] ;
2184 -> 2185 ;
2186 [label="X[0] <= 0.5\ngini = 0.39\nsamples = 24934\nvalue = [18313, 6621]", fillcolor="#eeaf81"] ;
2185 -> 2186 ;
2187 [label="X[3] <= 0.5\ngini = 0.39\nsamples = 24914\nvalue = [18297, 6617]", fillcolor="#eeaf81"] ;
2186 -> 2187 ;
2188 [label="X[1] <= 0.5\ngini = 0.39\nsamples = 24765\nvalue = [18190, 6575]", fillcolor="#eeaf81"] ;
2187 -> 2188 ;
2189 [label="gini = 0.39\nsamples = 24417\nvalue = [17933, 6484]", fillcolor="#eeaf81"] ;
2188 -> 2189 ;
2190 [label="gini = 0.386\nsamples = 348\nvalue = [257, 91]", fillcolor="#eeae7f"] ;
2188 -> 2190 ;
2191 [label="gini = 0.405\nsamples = 149\nvalue = [107, 42]", fillcolor="#efb287"] ;
2187 -> 2191 ;
2192 [label="gini = 0.32\nsamples = 20\nvalue = [16, 4]", fillcolor="#eca06a"] ;
2186 -> 2192 ;
2193 [label="gini = 0.315\nsamples = 428\nvalue = [344, 84]", fillcolor="#eba069"] ;
2185 -> 2193 ;
2194 [label="gini = 0.417\nsamples = 23678\nvalue = [16661, 7017]", fillcolor="#f0b68c"] ;
2184 -> 2194 ;
2195 [label="X[4] <= 0.5\ngini = 0.474\nsamples = 95290\nvalue = [58557, 36733]", fillcolor="#f5d0b5"] ;
2183 -> 2195 ;
2196 [label="X[2] <= 0.5\ngini = 0.474\nsamples = 94303\nvalue = [57857, 36446]", fillcolor="#f5d0b6"] ;
2195 -> 2196 ;
2197 [label="X[1] <= 0.5\ngini = 0.472\nsamples = 52051\nvalue = [32154, 19897]", fillcolor="#f5cfb4"] ;
2196 -> 2197 ;
2198 [label="X[0] <= 0.5\ngini = 0.473\nsamples = 51274\nvalue = [31639, 19635]", fillcolor="#f5cfb4"] ;
2197 -> 2198 ;
2199 [label="X[3] <= 0.5\ngini = 0.473\nsamples = 51208\nvalue = [31606, 19602]", fillcolor="#f5cfb4"] ;
2198 -> 2199 ;
2200 [label="gini = 0.472\nsamples = 50649\nvalue = [31270, 19379]", fillcolor="#f5cfb4"] ;
2199 -> 2200 ;
2201 [label="gini = 0.48\nsamples = 559\nvalue = [336, 223]", fillcolor="#f6d5bc"] ;
2199 -> 2201 ;
2202 [label="gini = 0.5\nsamples = 66\nvalue = [33, 33]", fillcolor="#ffffff"] ;
2198 -> 2202 ;
2203 [label="gini = 0.447\nsamples = 777\nvalue = [515, 262]", fillcolor="#f2c19e"] ;
2197 -> 2203 ;
2204 [label="gini = 0.477\nsamples = 42252\nvalue = [25703, 16549]", fillcolor="#f6d2b8"] ;
2196 -> 2204 ;
2205 [label="gini = 0.412\nsamples = 987\nvalue = [700, 287]", fillcolor="#f0b58a"] ;
2195 -> 2205 ;
2206 [label="X[3] <= 0.5\ngini = 0.357\nsamples = 390544\nvalue = [90940, 299604]", fillcolor="#75bbed"] ;
4 -> 2206 ;
2207 [label="X[1] <= 0.5\ngini = 0.398\nsamples = 307090\nvalue = [84047, 223043]", fillcolor="#84c2ef"] ;
2206 -> 2207 ;
2208 [label="X[7] <= 0.5\ngini = 0.395\nsamples = 303521\nvalue = [82183, 221338]", fillcolor="#83c1ef"] ;
2207 -> 2208 ;
2209 [label="X[4] <= 0.5\ngini = 0.423\nsamples = 88112\nvalue = [26741, 61371]", fillcolor="#8fc8f0"] ;
2208 -> 2209 ;
2210 [label="X[0] <= 0.5\ngini = 0.424\nsamples = 85748\nvalue = [26178, 59570]", fillcolor="#90c8f0"] ;
2209 -> 2210 ;
2211 [label="X[2] <= 0.5\ngini = 0.424\nsamples = 85711\nvalue = [26162, 59549]", fillcolor="#90c8f0"] ;
2210 -> 2211 ;
2212 [label="gini = 0.424\nsamples = 50862\nvalue = [15521, 35341]", fillcolor="#90c8f0"] ;
2211 -> 2212 ;
2213 [label="gini = 0.424\nsamples = 34849\nvalue = [10641, 24208]", fillcolor="#90c8f0"] ;
2211 -> 2213 ;
2214 [label="gini = 0.491\nsamples = 37\nvalue = [16, 21]", fillcolor="#d0e8f9"] ;
2210 -> 2214 ;
2215 [label="gini = 0.363\nsamples = 2364\nvalue = [563, 1801]", fillcolor="#77bced"] ;
2209 -> 2215 ;
2216 [label="X[2] <= 0.5\ngini = 0.382\nsamples = 215409\nvalue = [55442, 159967]", fillcolor="#7ebfee"] ;
2208 -> 2216 ;
2217 [label="X[4] <= 0.5\ngini = 0.37\nsamples = 144769\nvalue = [35472, 109297]", fillcolor="#79bded"] ;
2216 -> 2217 ;
2218 [label="X[5] <= 0.5\ngini = 0.372\nsamples = 135097\nvalue = [33416, 101681]", fillcolor="#7abdee"] ;
2217 -> 2218 ;
2219 [label="gini = 0.468\nsamples = 268\nvalue = [100, 168]", fillcolor="#afd7f4"] ;
2218 -> 2219 ;
2220 [label="gini = 0.372\nsamples = 134829\nvalue = [33316, 101513]", fillcolor="#7abdee"] ;
2218 -> 2220 ;
2221 [label="gini = 0.335\nsamples = 9672\nvalue = [2056, 7616]", fillcolor="#6eb7ec"] ;
2217 -> 2221 ;
2222 [label="gini = 0.406\nsamples = 70640\nvalue = [19970, 50670]", fillcolor="#87c4ef"] ;
2216 -> 2222 ;
2223 [label="X[7] <= 0.5\ngini = 0.499\nsamples = 3569\nvalue = [1864, 1705]", fillcolor="#fdf4ee"] ;
2207 -> 2223 ;
2224 [label="gini = 0.489\nsamples = 1110\nvalue = [636, 474]", fillcolor="#f8dfcd"] ;
2223 -> 2224 ;
2225 [label="gini = 0.5\nsamples = 2459\nvalue = [1228, 1231]", fillcolor="#ffffff"] ;
2223 -> 2225 ;
2226 [label="X[6] <= 0.5\ngini = 0.152\nsamples = 83454\nvalue = [6893, 76561]", fillcolor="#4ba6e7"] ;
2206 -> 2226 ;
2227 [label="gini = 0.149\nsamples = 68733\nvalue = [5566, 63167]", fillcolor="#4aa6e7"] ;
2226 -> 2227 ;
2228 [label="gini = 0.164\nsamples = 14721\nvalue = [1327, 13394]", fillcolor="#4da7e8"] ;
2226 -> 2228 ;
2229 [label="X[3] <= 0.5\ngini = 0.187\nsamples = 187548\nvalue = [19575, 167973]", fillcolor="#50a8e8"] ;
3 -> 2229 ;
2230 [label="X[7] <= 0.5\ngini = 0.186\nsamples = 184989\nvalue = [19162, 165827]", fillcolor="#50a8e8"] ;
2229 -> 2230 ;
2231 [label="X[1] <= 0.5\ngini = 0.169\nsamples = 46593\nvalue = [4353, 42240]", fillcolor="#4da7e8"] ;
2230 -> 2231 ;
2232 [label="X[0] <= 0.5\ngini = 0.169\nsamples = 45703\nvalue = [4253, 41450]", fillcolor="#4da7e8"] ;
2231 -> 2232 ;
2233 [label="X[4] <= 0.5\ngini = 0.169\nsamples = 45677\nvalue = [4249, 41428]", fillcolor="#4da7e8"] ;
2232 -> 2233 ;
2234 [label="X[5] <= 0.5\ngini = 0.169\nsamples = 45376\nvalue = [4216, 41160]", fillcolor="#4da7e8"] ;
2233 -> 2234 ;
2235 [label="gini = 0.17\nsamples = 9436\nvalue = [884, 8552]", fillcolor="#4da7e8"] ;
2234 -> 2235 ;
2236 [label="gini = 0.168\nsamples = 35940\nvalue = [3332, 32608]", fillcolor="#4da7e8"] ;
2234 -> 2236 ;
2237 [label="gini = 0.195\nsamples = 301\nvalue = [33, 268]", fillcolor="#51a9e8"] ;
2233 -> 2237 ;
2238 [label="gini = 0.26\nsamples = 26\nvalue = [4, 22]", fillcolor="#5dafea"] ;
2232 -> 2238 ;
2239 [label="gini = 0.199\nsamples = 890\nvalue = [100, 790]", fillcolor="#52a9e8"] ;
2231 -> 2239 ;
2240 [label="X[5] <= 0.5\ngini = 0.191\nsamples = 138396\nvalue = [14809, 123587]", fillcolor="#51a9e8"] ;
2230 -> 2240 ;
2241 [label="X[1] <= 0.5\ngini = 0.2\nsamples = 39762\nvalue = [4486, 35276]", fillcolor="#52a9e8"] ;
2240 -> 2241 ;
2242 [label="X[4] <= 0.5\ngini = 0.2\nsamples = 37103\nvalue = [4175, 32928]", fillcolor="#52a9e8"] ;
2241 -> 2242 ;
2243 [label="X[0] <= 0.5\ngini = 0.2\nsamples = 34898\nvalue = [3933, 30965]", fillcolor="#52a9e8"] ;
2242 -> 2243 ;
2244 [label="gini = 0.2\nsamples = 34749\nvalue = [3916, 30833]", fillcolor="#52a9e8"] ;
2243 -> 2244 ;
2245 [label="gini = 0.202\nsamples = 149\nvalue = [17, 132]", fillcolor="#52aae8"] ;
2243 -> 2245 ;
2246 [label="gini = 0.195\nsamples = 2205\nvalue = [242, 1963]", fillcolor="#51a9e8"] ;
2242 -> 2246 ;
2247 [label="gini = 0.207\nsamples = 2659\nvalue = [311, 2348]", fillcolor="#53aae8"] ;
2241 -> 2247 ;
2248 [label="gini = 0.187\nsamples = 98634\nvalue = [10323, 88311]", fillcolor="#50a8e8"] ;
2240 -> 2248 ;
2249 [label="X[6] <= 0.5\ngini = 0.271\nsamples = 2559\nvalue = [413, 2146]", fillcolor="#5fb0ea"] ;
2229 -> 2249 ;
2250 [label="gini = 0.273\nsamples = 2454\nvalue = [400, 2054]", fillcolor="#60b0ea"] ;
2249 -> 2250 ;
2251 [label="gini = 0.217\nsamples = 105\nvalue = [13, 92]", fillcolor="#55abe9"] ;
2249 -> 2251 ;
2252 [label="X[2] <= 0.5\ngini = 0.357\nsamples = 566027\nvalue = [131896, 434131]", fillcolor="#75bbed"] ;
2 -> 2252 ;
2253 [label="X[1] <= 0.5\ngini = 0.381\nsamples = 257898\nvalue = [65985, 191913]", fillcolor="#7dbfee"] ;
2252 -> 2253 ;
2254 [label="X[3] <= 0.5\ngini = 0.378\nsamples = 254901\nvalue = [64611, 190290]", fillcolor="#7cbeee"] ;
2253 -> 2254 ;
2255 [label="X[5] <= 0.5\ngini = 0.382\nsamples = 241832\nvalue = [62135, 179697]", fillcolor="#7dbfee"] ;
2254 -> 2255 ;
2256 [label="X[4] <= 0.5\ngini = 0.408\nsamples = 4485\nvalue = [1278, 3207]", fillcolor="#88c4ef"] ;
2255 -> 2256 ;
2257 [label="X[6] <= 0.5\ngini = 0.474\nsamples = 148\nvalue = [57, 91]", fillcolor="#b5daf5"] ;
2256 -> 2257 ;
2258 [label="gini = 0.458\nsamples = 124\nvalue = [44, 80]", fillcolor="#a6d3f3"] ;
2257 -> 2258 ;
2259 [label="gini = 0.497\nsamples = 24\nvalue = [13, 11]", fillcolor="#fbece1"] ;
2257 -> 2259 ;
2260 [label="X[7] <= 0.5\ngini = 0.405\nsamples = 4337\nvalue = [1221, 3116]", fillcolor="#87c3ef"] ;
2256 -> 2260 ;
2261 [label="gini = 0.402\nsamples = 1057\nvalue = [294, 763]", fillcolor="#85c3ef"] ;
2260 -> 2261 ;
2262 [label="gini = 0.405\nsamples = 3280\nvalue = [927, 2353]", fillcolor="#87c4ef"] ;
2260 -> 2262 ;
2263 [label="X[6] <= 0.5\ngini = 0.381\nsamples = 237347\nvalue = [60857, 176490]", fillcolor="#7dbfee"] ;
2255 -> 2263 ;
2264 [label="gini = 0.381\nsamples = 161371\nvalue = [41333, 120038]", fillcolor="#7dbfee"] ;
2263 -> 2264 ;
2265 [label="gini = 0.382\nsamples = 75976\nvalue = [19524, 56452]", fillcolor="#7dbfee"] ;
2263 -> 2265 ;
2266 [label="X[7] <= 0.5\ngini = 0.307\nsamples = 13069\nvalue = [2476, 10593]", fillcolor="#67b4eb"] ;
2254 -> 2266 ;
2267 [label="gini = 0.344\nsamples = 2158\nvalue = [477, 1681]", fillcolor="#71b9ec"] ;
2266 -> 2267 ;
2268 [label="gini = 0.299\nsamples = 10911\nvalue = [1999, 8912]", fillcolor="#65b3eb"] ;
2266 -> 2268 ;
2269 [label="X[7] <= 0.5\ngini = 0.497\nsamples = 2997\nvalue = [1374, 1623]", fillcolor="#e1f0fb"] ;
2253 -> 2269 ;
2270 [label="gini = 0.5\nsamples = 739\nvalue = [361, 378]", fillcolor="#f6fbfe"] ;
2269 -> 2270 ;
2271 [label="gini = 0.495\nsamples = 2258\nvalue = [1013, 1245]", fillcolor="#daedfa"] ;
2269 -> 2271 ;
2272 [label="X[7] <= 0.5\ngini = 0.336\nsamples = 308129\nvalue = [65911, 242218]", fillcolor="#6fb8ec"] ;
2252 -> 2272 ;
2273 [label="gini = 0.353\nsamples = 87866\nvalue = [20143, 67723]", fillcolor="#74baed"] ;
2272 -> 2273 ;
2274 [label="gini = 0.329\nsamples = 220263\nvalue = [45768, 174495]", fillcolor="#6db7ec"] ;
2272 -> 2274 ;
2275 [label="X[5] <= 0.5\ngini = 0.188\nsamples = 252116\nvalue = [26474, 225642]", fillcolor="#50a8e8"] ;
1 -> 2275 ;
2276 [label="X[2] <= 0.5\ngini = 0.169\nsamples = 116931\nvalue = [10877, 106054]", fillcolor="#4da7e8"] ;
2275 -> 2276 ;
2277 [label="X[1] <= 0.5\ngini = 0.137\nsamples = 31461\nvalue = [2332, 29129]", fillcolor="#49a5e7"] ;
2276 -> 2277 ;
2278 [label="X[7] <= 0.5\ngini = 0.129\nsamples = 25775\nvalue = [1790, 23985]", fillcolor="#48a4e7"] ;
2277 -> 2278 ;
2279 [label="X[0] <= 0.5\ngini = 0.157\nsamples = 6302\nvalue = [541, 5761]", fillcolor="#4ca6e7"] ;
2278 -> 2279 ;
2280 [label="X[3] <= 0.5\ngini = 0.154\nsamples = 6190\nvalue = [522, 5668]", fillcolor="#4ba6e7"] ;
2279 -> 2280 ;
2281 [label="gini = 0.155\nsamples = 3839\nvalue = [325, 3514]", fillcolor="#4ba6e7"] ;
2280 -> 2281 ;
2282 [label="gini = 0.154\nsamples = 2351\nvalue = [197, 2154]", fillcolor="#4ba6e7"] ;
2280 -> 2282 ;
2283 [label="gini = 0.282\nsamples = 112\nvalue = [19, 93]", fillcolor="#61b1ea"] ;
2279 -> 2283 ;
2284 [label="X[3] <= 0.5\ngini = 0.12\nsamples = 19473\nvalue = [1249, 18224]", fillcolor="#47a4e7"] ;
2278 -> 2284 ;
2285 [label="X[4] <= 0.5\ngini = 0.131\nsamples = 10883\nvalue = [767, 10116]", fillcolor="#48a4e7"] ;
2284 -> 2285 ;
2286 [label="gini = 0.156\nsamples = 561\nvalue = [48, 513]", fillcolor="#4ca6e7"] ;
2285 -> 2286 ;
2287 [label="gini = 0.13\nsamples = 10322\nvalue = [719, 9603]", fillcolor="#48a4e7"] ;
2285 -> 2287 ;
2288 [label="gini = 0.106\nsamples = 8590\nvalue = [482, 8108]", fillcolor="#45a3e7"] ;
2284 -> 2288 ;
2289 [label="X[6] <= 0.5\ngini = 0.172\nsamples = 5686\nvalue = [542, 5144]", fillcolor="#4ea7e8"] ;
2277 -> 2289 ;
2290 [label="gini = 0.168\nsamples = 3961\nvalue = [367, 3594]", fillcolor="#4da7e8"] ;
2289 -> 2290 ;
2291 [label="gini = 0.182\nsamples = 1725\nvalue = [175, 1550]", fillcolor="#4fa8e8"] ;
2289 -> 2291 ;
2292 [label="X[6] <= 0.5\ngini = 0.18\nsamples = 85470\nvalue = [8545, 76925]", fillcolor="#4fa8e8"] ;
2276 -> 2292 ;
2293 [label="gini = 0.17\nsamples = 52881\nvalue = [4967, 47914]", fillcolor="#4ea7e8"] ;
2292 -> 2293 ;
2294 [label="gini = 0.195\nsamples = 32589\nvalue = [3578, 29011]", fillcolor="#51a9e8"] ;
2292 -> 2294 ;
2295 [label="X[7] <= 0.5\ngini = 0.204\nsamples = 135185\nvalue = [15597, 119588]", fillcolor="#53aae8"] ;
2275 -> 2295 ;
2296 [label="gini = 0.219\nsamples = 44869\nvalue = [5617, 39252]", fillcolor="#55abe9"] ;
2295 -> 2296 ;
2297 [label="gini = 0.197\nsamples = 90316\nvalue = [9980, 80336]", fillcolor="#52a9e8"] ;
2295 -> 2297 ;
2298 [label="X[5] <= 0.5\ngini = 0.132\nsamples = 575482\nvalue = [41031, 534451]", fillcolor="#48a5e7"] ;
0 -> 2298 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
2299 [label="X[1] <= 0.5\ngini = 0.113\nsamples = 277679\nvalue = [16621, 261058]", fillcolor="#46a3e7"] ;
2298 -> 2299 ;
2300 [label="X[0] <= 0.5\ngini = 0.111\nsamples = 266672\nvalue = [15668, 251004]", fillcolor="#45a3e7"] ;
2299 -> 2300 ;
2301 [label="X[2] <= 0.5\ngini = 0.11\nsamples = 264204\nvalue = [15428, 248776]", fillcolor="#45a3e7"] ;
2300 -> 2301 ;
2302 [label="X[6] <= 0.5\ngini = 0.099\nsamples = 73501\nvalue = [3853, 69648]", fillcolor="#44a2e6"] ;
2301 -> 2302 ;
2303 [label="X[4] <= 0.5\ngini = 0.094\nsamples = 56038\nvalue = [2773, 53265]", fillcolor="#43a2e6"] ;
2302 -> 2303 ;
2304 [label="gini = 0.092\nsamples = 23016\nvalue = [1113, 21903]", fillcolor="#43a2e6"] ;
2303 -> 2304 ;
2305 [label="gini = 0.095\nsamples = 33022\nvalue = [1660, 31362]", fillcolor="#43a2e6"] ;
2303 -> 2305 ;
2306 [label="X[4] <= 0.5\ngini = 0.116\nsamples = 17463\nvalue = [1080, 16383]", fillcolor="#46a3e7"] ;
2302 -> 2306 ;
2307 [label="gini = 0.122\nsamples = 6186\nvalue = [403, 5783]", fillcolor="#47a4e7"] ;
2306 -> 2307 ;
2308 [label="gini = 0.113\nsamples = 11277\nvalue = [677, 10600]", fillcolor="#46a3e7"] ;
2306 -> 2308 ;
2309 [label="X[6] <= 0.5\ngini = 0.114\nsamples = 190703\nvalue = [11575, 179128]", fillcolor="#46a3e7"] ;
2301 -> 2309 ;
2310 [label="gini = 0.111\nsamples = 118657\nvalue = [6997, 111660]", fillcolor="#45a3e7"] ;
2309 -> 2310 ;
2311 [label="gini = 0.119\nsamples = 72046\nvalue = [4578, 67468]", fillcolor="#46a4e7"] ;
2309 -> 2311 ;
2312 [label="X[6] <= 0.5\ngini = 0.176\nsamples = 2468\nvalue = [240, 2228]", fillcolor="#4ea8e8"] ;
2300 -> 2312 ;
2313 [label="gini = 0.173\nsamples = 2062\nvalue = [197, 1865]", fillcolor="#4ea7e8"] ;
2312 -> 2313 ;
2314 [label="gini = 0.189\nsamples = 406\nvalue = [43, 363]", fillcolor="#50a9e8"] ;
2312 -> 2314 ;
2315 [label="X[6] <= 0.5\ngini = 0.158\nsamples = 11007\nvalue = [953, 10054]", fillcolor="#4ca6e7"] ;
2299 -> 2315 ;
2316 [label="gini = 0.147\nsamples = 8047\nvalue = [642, 7405]", fillcolor="#4aa5e7"] ;
2315 -> 2316 ;
2317 [label="gini = 0.188\nsamples = 2960\nvalue = [311, 2649]", fillcolor="#50a9e8"] ;
2315 -> 2317 ;
2318 [label="X[6] <= 0.5\ngini = 0.15\nsamples = 297803\nvalue = [24410, 273393]", fillcolor="#4ba6e7"] ;
2298 -> 2318 ;
2319 [label="gini = 0.143\nsamples = 193991\nvalue = [15086, 178905]", fillcolor="#4aa5e7"] ;
2318 -> 2319 ;
2320 [label="gini = 0.163\nsamples = 103812\nvalue = [9324, 94488]", fillcolor="#4da7e8"] ;
2318 -> 2320 ;
}