CREDIT1

digraph Tree {
node [shape=box] ;
0 [label="X[5] <= 1.5\ngini = 0.345\nsamples = 21000\nvalue = [16355, 4645]"] ;
1 [label="X[6] <= 1.5\ngini = 0.276\nsamples = 18814\nvalue = [15699, 3115]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[19] <= 810.5\ngini = 0.244\nsamples = 17223\nvalue = [14769, 2454]"] ;
1 -> 2 ;
3 [label="X[11] <= 881.0\ngini = 0.332\nsamples = 5069\nvalue = [4004, 1065]"] ;
2 -> 3 ;
4 [label="X[4] <= 45.5\ngini = 0.39\nsamples = 2130\nvalue = [1565, 565]"] ;
3 -> 4 ;
5 [label="X[16] <= -194.5\ngini = 0.37\nsamples = 1770\nvalue = [1336, 434]"] ;
4 -> 5 ;
6 [label="X[4] <= 25.5\ngini = 0.5\nsamples = 47\nvalue = [24, 23]"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
6 -> 7 ;
8 [label="X[15] <= -318.0\ngini = 0.48\nsamples = 40\nvalue = [24, 16]"] ;
6 -> 8 ;
9 [label="X[22] <= 374.0\ngini = 0.298\nsamples = 22\nvalue = [18, 4]"] ;
8 -> 9 ;
10 [label="X[16] <= -52842.5\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
9 -> 10 ;
11 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
10 -> 11 ;
12 [label="X[2] <= 2.5\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
10 -> 12 ;
13 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
12 -> 13 ;
14 [label="X[12] <= -203.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
12 -> 14 ;
15 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
14 -> 15 ;
16 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
14 -> 16 ;
17 [label="X[13] <= 1420.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
9 -> 17 ;
18 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
17 -> 18 ;
19 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
17 -> 19 ;
20 [label="X[22] <= 77.0\ngini = 0.444\nsamples = 18\nvalue = [6, 12]"] ;
8 -> 20 ;
21 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
20 -> 21 ;
22 [label="X[22] <= 4450.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
20 -> 22 ;
23 [label="X[14] <= -293.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
22 -> 23 ;
24 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
23 -> 24 ;
25 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
23 -> 25 ;
26 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
22 -> 26 ;
27 [label="X[22] <= 1199.0\ngini = 0.363\nsamples = 1723\nvalue = [1312, 411]"] ;
5 -> 27 ;
28 [label="X[12] <= -0.5\ngini = 0.38\nsamples = 1449\nvalue = [1079, 370]"] ;
27 -> 28 ;
29 [label="X[13] <= -953.0\ngini = 0.206\nsamples = 86\nvalue = [76, 10]"] ;
28 -> 29 ;
30 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
29 -> 30 ;
31 [label="X[15] <= -13.5\ngini = 0.189\nsamples = 85\nvalue = [76, 9]"] ;
29 -> 31 ;
32 [label="X[4] <= 34.5\ngini = 0.366\nsamples = 29\nvalue = [22, 7]"] ;
31 -> 32 ;
33 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
32 -> 33 ;
34 [label="X[4] <= 43.5\ngini = 0.475\nsamples = 18\nvalue = [11, 7]"] ;
32 -> 34 ;
35 [label="X[4] <= 41.0\ngini = 0.498\nsamples = 15\nvalue = [8, 7]"] ;
34 -> 35 ;
36 [label="X[6] <= -1.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
35 -> 36 ;
37 [label="X[17] <= 9.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
36 -> 37 ;
38 [label="X[15] <= -115.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
37 -> 38 ;
39 [label="X[2] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
38 -> 39 ;
40 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
39 -> 40 ;
41 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
39 -> 41 ;
42 [label="X[4] <= 35.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
38 -> 42 ;
43 [label="X[0] <= 195000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
42 -> 43 ;
44 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
43 -> 44 ;
45 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
43 -> 45 ;
46 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
42 -> 46 ;
47 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
37 -> 47 ;
48 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
36 -> 48 ;
49 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
35 -> 49 ;
50 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
34 -> 50 ;
51 [label="X[22] <= 747.5\ngini = 0.069\nsamples = 56\nvalue = [54, 2]"] ;
31 -> 51 ;
52 [label="gini = 0.0\nsamples = 50\nvalue = [50, 0]"] ;
51 -> 52 ;
53 [label="X[19] <= 35.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
51 -> 53 ;
54 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
53 -> 54 ;
55 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
53 -> 55 ;
56 [label="X[0] <= 25000.0\ngini = 0.389\nsamples = 1363\nvalue = [1003, 360]"] ;
28 -> 56 ;
57 [label="X[19] <= 322.5\ngini = 0.482\nsamples = 79\nvalue = [47, 32]"] ;
56 -> 57 ;
58 [label="X[21] <= 745.0\ngini = 0.499\nsamples = 56\nvalue = [27, 29]"] ;
57 -> 58 ;
59 [label="X[20] <= 395.0\ngini = 0.494\nsamples = 47\nvalue = [26, 21]"] ;
58 -> 59 ;
60 [label="X[12] <= 1614.0\ngini = 0.5\nsamples = 39\nvalue = [19, 20]"] ;
59 -> 60 ;
61 [label="X[16] <= 120.0\ngini = 0.498\nsamples = 36\nvalue = [19, 17]"] ;
60 -> 61 ;
62 [label="X[6] <= -1.5\ngini = 0.489\nsamples = 33\nvalue = [19, 14]"] ;
61 -> 62 ;
63 [label="X[0] <= 15000.0\ngini = 0.499\nsamples = 23\nvalue = [11, 12]"] ;
62 -> 63 ;
64 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
63 -> 64 ;
65 [label="X[4] <= 29.5\ngini = 0.415\nsamples = 17\nvalue = [5, 12]"] ;
63 -> 65 ;
66 [label="X[4] <= 27.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
65 -> 66 ;
67 [label="X[4] <= 24.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
66 -> 67 ;
68 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
67 -> 68 ;
69 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
68 -> 69 ;
70 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
68 -> 70 ;
71 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
67 -> 71 ;
72 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
66 -> 72 ;
73 [label="X[17] <= 746.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
65 -> 73 ;
74 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
73 -> 74 ;
75 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
73 -> 75 ;
76 [label="X[11] <= 444.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
62 -> 76 ;
77 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
76 -> 77 ;
78 [label="X[2] <= 2.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
76 -> 78 ;
79 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
78 -> 79 ;
80 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
78 -> 80 ;
81 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
61 -> 81 ;
82 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
60 -> 82 ;
83 [label="X[11] <= 765.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
59 -> 83 ;
84 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
83 -> 84 ;
85 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
83 -> 85 ;
86 [label="X[14] <= -0.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
58 -> 86 ;
87 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
86 -> 87 ;
88 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
86 -> 88 ;
89 [label="X[7] <= 1.0\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
57 -> 89 ;
90 [label="X[9] <= 1.0\ngini = 0.165\nsamples = 22\nvalue = [20, 2]"] ;
89 -> 90 ;
91 [label="X[11] <= 403.0\ngini = 0.091\nsamples = 21\nvalue = [20, 1]"] ;
90 -> 91 ;
92 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
91 -> 92 ;
93 [label="X[22] <= 150.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
91 -> 93 ;
94 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
93 -> 94 ;
95 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
93 -> 95 ;
96 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
90 -> 96 ;
97 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
89 -> 97 ;
98 [label="X[0] <= 295000.0\ngini = 0.38\nsamples = 1284\nvalue = [956, 328]"] ;
56 -> 98 ;
99 [label="X[5] <= -1.5\ngini = 0.358\nsamples = 1000\nvalue = [766, 234]"] ;
98 -> 99 ;
100 [label="X[0] <= 95000.0\ngini = 0.286\nsamples = 289\nvalue = [239, 50]"] ;
99 -> 100 ;
101 [label="X[11] <= 698.0\ngini = 0.077\nsamples = 50\nvalue = [48, 2]"] ;
100 -> 101 ;
102 [label="gini = 0.0\nsamples = 44\nvalue = [44, 0]"] ;
101 -> 102 ;
103 [label="X[11] <= 793.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
101 -> 103 ;
104 [label="X[19] <= 195.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
103 -> 104 ;
105 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
104 -> 105 ;
106 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
104 -> 106 ;
107 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
103 -> 107 ;
108 [label="X[22] <= 1055.0\ngini = 0.321\nsamples = 239\nvalue = [191, 48]"] ;
100 -> 108 ;
109 [label="X[11] <= 455.5\ngini = 0.317\nsamples = 238\nvalue = [191, 47]"] ;
108 -> 109 ;
110 [label="X[11] <= 440.0\ngini = 0.336\nsamples = 211\nvalue = [166, 45]"] ;
109 -> 110 ;
111 [label="X[15] <= 456.0\ngini = 0.331\nsamples = 210\nvalue = [166, 44]"] ;
110 -> 111 ;
112 [label="X[20] <= 427.5\ngini = 0.353\nsamples = 179\nvalue = [138, 41]"] ;
111 -> 112 ;
113 [label="X[16] <= 6947.5\ngini = 0.344\nsamples = 177\nvalue = [138, 39]"] ;
112 -> 113 ;
114 [label="X[3] <= 0.5\ngini = 0.339\nsamples = 176\nvalue = [138, 38]"] ;
113 -> 114 ;
115 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
114 -> 115 ;
116 [label="X[18] <= 16669.0\ngini = 0.333\nsamples = 175\nvalue = [138, 37]"] ;
114 -> 116 ;
117 [label="X[13] <= 769.0\ngini = 0.328\nsamples = 174\nvalue = [138, 36]"] ;
116 -> 117 ;
118 [label="X[18] <= 629.0\ngini = 0.356\nsamples = 151\nvalue = [116, 35]"] ;
117 -> 118 ;
119 [label="X[15] <= 50.0\ngini = 0.327\nsamples = 146\nvalue = [116, 30]"] ;
118 -> 119 ;
120 [label="X[4] <= 38.5\ngini = 0.373\nsamples = 121\nvalue = [91, 30]"] ;
119 -> 120 ;
121 [label="X[12] <= 195.0\ngini = 0.323\nsamples = 94\nvalue = [75, 19]"] ;
120 -> 121 ;
122 [label="X[4] <= 25.5\ngini = 0.341\nsamples = 87\nvalue = [68, 19]"] ;
121 -> 122 ;
123 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
122 -> 123 ;
124 [label="X[4] <= 29.5\ngini = 0.362\nsamples = 80\nvalue = [61, 19]"] ;
122 -> 124 ;
125 [label="X[2] <= 1.5\ngini = 0.452\nsamples = 29\nvalue = [19, 10]"] ;
124 -> 125 ;
126 [label="X[0] <= 190000.0\ngini = 0.494\nsamples = 18\nvalue = [10, 8]"] ;
125 -> 126 ;
127 [label="X[0] <= 175000.0\ngini = 0.426\nsamples = 13\nvalue = [9, 4]"] ;
126 -> 127 ;
128 [label="X[0] <= 110000.0\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
127 -> 128 ;
129 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
128 -> 129 ;
130 [label="X[0] <= 160000.0\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
128 -> 130 ;
131 [label="X[4] <= 27.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
130 -> 131 ;
132 [label="X[4] <= 26.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
131 -> 132 ;
133 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
132 -> 133 ;
134 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
132 -> 134 ;
135 [label="X[0] <= 145000.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
131 -> 135 ;
136 [label="X[0] <= 130000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
135 -> 136 ;
137 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
136 -> 137 ;
138 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
136 -> 138 ;
139 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
135 -> 139 ;
140 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
130 -> 140 ;
141 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
127 -> 141 ;
142 [label="X[22] <= 255.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
126 -> 142 ;
143 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
142 -> 143 ;
144 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
142 -> 144 ;
145 [label="X[4] <= 28.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
125 -> 145 ;
146 [label="X[0] <= 215000.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
145 -> 146 ;
147 [label="X[3] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
146 -> 147 ;
148 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
147 -> 148 ;
149 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
147 -> 149 ;
150 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
146 -> 150 ;
151 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
150 -> 151 ;
152 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
150 -> 152 ;
153 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
145 -> 153 ;
154 [label="X[4] <= 33.5\ngini = 0.291\nsamples = 51\nvalue = [42, 9]"] ;
124 -> 154 ;
155 [label="X[16] <= 1136.0\ngini = 0.087\nsamples = 22\nvalue = [21, 1]"] ;
154 -> 155 ;
156 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
155 -> 156 ;
157 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
155 -> 157 ;
158 [label="X[2] <= 2.5\ngini = 0.4\nsamples = 29\nvalue = [21, 8]"] ;
154 -> 158 ;
159 [label="X[0] <= 205000.0\ngini = 0.355\nsamples = 26\nvalue = [20, 6]"] ;
158 -> 159 ;
160 [label="X[0] <= 190000.0\ngini = 0.459\nsamples = 14\nvalue = [9, 5]"] ;
159 -> 160 ;
161 [label="X[10] <= -1.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
160 -> 161 ;
162 [label="X[4] <= 34.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
161 -> 162 ;
163 [label="X[16] <= 750.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
162 -> 163 ;
164 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
163 -> 164 ;
165 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
163 -> 165 ;
166 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
162 -> 166 ;
167 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
161 -> 167 ;
168 [label="X[1] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
160 -> 168 ;
169 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
168 -> 169 ;
170 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
169 -> 170 ;
171 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
169 -> 171 ;
172 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
168 -> 172 ;
173 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
172 -> 173 ;
174 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
172 -> 174 ;
175 [label="X[2] <= 1.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
159 -> 175 ;
176 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
175 -> 176 ;
177 [label="X[3] <= 1.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
175 -> 177 ;
178 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
177 -> 178 ;
179 [label="X[4] <= 36.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
177 -> 179 ;
180 [label="X[0] <= 235000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
179 -> 180 ;
181 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
180 -> 181 ;
182 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
180 -> 182 ;
183 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
179 -> 183 ;
184 [label="X[4] <= 37.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
158 -> 184 ;
185 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
184 -> 185 ;
186 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
184 -> 186 ;
187 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
121 -> 187 ;
188 [label="X[4] <= 42.5\ngini = 0.483\nsamples = 27\nvalue = [16, 11]"] ;
120 -> 188 ;
189 [label="X[3] <= 1.5\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
188 -> 189 ;
190 [label="X[0] <= 235000.0\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
189 -> 190 ;
191 [label="X[4] <= 39.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
190 -> 191 ;
192 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
191 -> 192 ;
193 [label="X[0] <= 125000.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
191 -> 193 ;
194 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
193 -> 194 ;
195 [label="X[4] <= 41.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
193 -> 195 ;
196 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
195 -> 196 ;
197 [label="X[2] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
195 -> 197 ;
198 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
197 -> 198 ;
199 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
197 -> 199 ;
200 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
190 -> 200 ;
201 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
189 -> 201 ;
202 [label="X[12] <= 622.0\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
188 -> 202 ;
203 [label="X[0] <= 260000.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
202 -> 203 ;
204 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
203 -> 204 ;
205 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
203 -> 205 ;
206 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
205 -> 206 ;
207 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
205 -> 207 ;
208 [label="X[16] <= 1103.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
202 -> 208 ;
209 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
208 -> 209 ;
210 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
208 -> 210 ;
211 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
119 -> 211 ;
212 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
118 -> 212 ;
213 [label="X[11] <= 103.5\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
117 -> 213 ;
214 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
213 -> 214 ;
215 [label="X[12] <= 1063.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
213 -> 215 ;
216 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
215 -> 216 ;
217 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
215 -> 217 ;
218 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
116 -> 218 ;
219 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
113 -> 219 ;
220 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
112 -> 220 ;
221 [label="X[19] <= 758.5\ngini = 0.175\nsamples = 31\nvalue = [28, 3]"] ;
111 -> 221 ;
222 [label="X[3] <= 1.5\ngini = 0.124\nsamples = 30\nvalue = [28, 2]"] ;
221 -> 222 ;
223 [label="X[17] <= 5890.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
222 -> 223 ;
224 [label="X[4] <= 41.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
223 -> 224 ;
225 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
224 -> 225 ;
226 [label="X[3] <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
224 -> 226 ;
227 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
226 -> 227 ;
228 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
226 -> 228 ;
229 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
223 -> 229 ;
230 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
222 -> 230 ;
231 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
221 -> 231 ;
232 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
110 -> 232 ;
233 [label="X[18] <= 2316.5\ngini = 0.137\nsamples = 27\nvalue = [25, 2]"] ;
109 -> 233 ;
234 [label="X[22] <= 683.0\ngini = 0.074\nsamples = 26\nvalue = [25, 1]"] ;
233 -> 234 ;
235 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
234 -> 235 ;
236 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
234 -> 236 ;
237 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
236 -> 237 ;
238 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
236 -> 238 ;
239 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
233 -> 239 ;
240 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
108 -> 240 ;
241 [label="X[15] <= -0.5\ngini = 0.384\nsamples = 711\nvalue = [527, 184]"] ;
99 -> 241 ;
242 [label="X[16] <= -84.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
241 -> 242 ;
243 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
242 -> 243 ;
244 [label="X[14] <= -163.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
242 -> 244 ;
245 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
244 -> 245 ;
246 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
244 -> 246 ;
247 [label="X[22] <= 1185.0\ngini = 0.376\nsamples = 700\nvalue = [524, 176]"] ;
241 -> 247 ;
248 [label="X[22] <= 815.5\ngini = 0.374\nsamples = 698\nvalue = [524, 174]"] ;
247 -> 248 ;
249 [label="X[22] <= 791.0\ngini = 0.383\nsamples = 650\nvalue = [482, 168]"] ;
248 -> 249 ;
250 [label="X[9] <= -0.5\ngini = 0.379\nsamples = 646\nvalue = [482, 164]"] ;
249 -> 250 ;
251 [label="X[4] <= 42.5\ngini = 0.369\nsamples = 597\nvalue = [451, 146]"] ;
250 -> 251 ;
252 [label="X[19] <= 788.5\ngini = 0.357\nsamples = 534\nvalue = [410, 124]"] ;
251 -> 252 ;
253 [label="X[11] <= 856.5\ngini = 0.355\nsamples = 533\nvalue = [410, 123]"] ;
252 -> 253 ;
254 [label="X[13] <= 16993.5\ngini = 0.353\nsamples = 532\nvalue = [410, 122]"] ;
253 -> 254 ;
255 [label="X[11] <= 505.5\ngini = 0.351\nsamples = 529\nvalue = [409, 120]"] ;
254 -> 255 ;
256 [label="X[10] <= 2.5\ngini = 0.362\nsamples = 477\nvalue = [364, 113]"] ;
255 -> 256 ;
257 [label="X[11] <= 499.5\ngini = 0.36\nsamples = 476\nvalue = [364, 112]"] ;
256 -> 257 ;
258 [label="X[19] <= 393.0\ngini = 0.357\nsamples = 473\nvalue = [363, 110]"] ;
257 -> 258 ;
259 [label="X[11] <= 324.5\ngini = 0.368\nsamples = 427\nvalue = [323, 104]"] ;
258 -> 259 ;
260 [label="X[16] <= 477.0\ngini = 0.35\nsamples = 345\nvalue = [267, 78]"] ;
259 -> 260 ;
261 [label="X[0] <= 145000.0\ngini = 0.372\nsamples = 287\nvalue = [216, 71]"] ;
260 -> 261 ;
262 [label="X[14] <= 808.0\ngini = 0.295\nsamples = 128\nvalue = [105, 23]"] ;
261 -> 262 ;
263 [label="X[17] <= 273.0\ngini = 0.286\nsamples = 127\nvalue = [105, 22]"] ;
262 -> 263 ;
264 [label="X[13] <= 2186.0\ngini = 0.334\nsamples = 99\nvalue = [78, 21]"] ;
263 -> 264 ;
265 [label="X[0] <= 115000.0\ngini = 0.325\nsamples = 98\nvalue = [78, 20]"] ;
264 -> 265 ;
266 [label="X[4] <= 37.5\ngini = 0.379\nsamples = 63\nvalue = [47, 16]"] ;
265 -> 266 ;
267 [label="X[0] <= 55000.0\ngini = 0.417\nsamples = 54\nvalue = [38, 16]"] ;
266 -> 267 ;
268 [label="X[4] <= 30.5\ngini = 0.287\nsamples = 23\nvalue = [19, 4]"] ;
267 -> 268 ;
269 [label="X[4] <= 24.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
268 -> 269 ;
270 [label="X[1] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
269 -> 270 ;
271 [label="X[2] <= 2.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
270 -> 271 ;
272 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
271 -> 272 ;
273 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
272 -> 273 ;
274 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
272 -> 274 ;
275 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
271 -> 275 ;
276 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
270 -> 276 ;
277 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
269 -> 277 ;
278 [label="X[4] <= 33.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
268 -> 278 ;
279 [label="X[2] <= 2.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
278 -> 279 ;
280 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
279 -> 280 ;
281 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
279 -> 281 ;
282 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
278 -> 282 ;
283 [label="X[4] <= 30.5\ngini = 0.475\nsamples = 31\nvalue = [19, 12]"] ;
267 -> 283 ;
284 [label="X[22] <= 451.5\ngini = 0.5\nsamples = 20\nvalue = [10, 10]"] ;
283 -> 284 ;
285 [label="X[21] <= 61.5\ngini = 0.494\nsamples = 18\nvalue = [8, 10]"] ;
284 -> 285 ;
286 [label="X[7] <= -1.5\ngini = 0.498\nsamples = 15\nvalue = [8, 7]"] ;
285 -> 286 ;
287 [label="X[20] <= 1241.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]"] ;
286 -> 287 ;
288 [label="X[22] <= 282.0\ngini = 0.486\nsamples = 12\nvalue = [5, 7]"] ;
287 -> 288 ;
289 [label="X[4] <= 29.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
288 -> 289 ;
290 [label="X[4] <= 27.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
289 -> 290 ;
291 [label="X[4] <= 26.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
290 -> 291 ;
292 [label="X[0] <= 85000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
291 -> 292 ;
293 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
292 -> 293 ;
294 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
292 -> 294 ;
295 [label="X[0] <= 100000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
291 -> 295 ;
296 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
295 -> 296 ;
297 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
295 -> 297 ;
298 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
290 -> 298 ;
299 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
289 -> 299 ;
300 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
288 -> 300 ;
301 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
287 -> 301 ;
302 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
286 -> 302 ;
303 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
285 -> 303 ;
304 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
284 -> 304 ;
305 [label="X[1] <= 1.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
283 -> 305 ;
306 [label="X[4] <= 33.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
305 -> 306 ;
307 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
306 -> 307 ;
308 [label="X[0] <= 90000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
306 -> 308 ;
309 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
308 -> 309 ;
310 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
308 -> 310 ;
311 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
305 -> 311 ;
312 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
266 -> 312 ;
313 [label="X[4] <= 35.5\ngini = 0.202\nsamples = 35\nvalue = [31, 4]"] ;
265 -> 313 ;
314 [label="X[2] <= 1.5\ngini = 0.128\nsamples = 29\nvalue = [27, 2]"] ;
313 -> 314 ;
315 [label="X[4] <= 27.5\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
314 -> 315 ;
316 [label="X[4] <= 26.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
315 -> 316 ;
317 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
316 -> 317 ;
318 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
316 -> 318 ;
319 [label="X[4] <= 32.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
315 -> 319 ;
320 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
319 -> 320 ;
321 [label="X[4] <= 33.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
319 -> 321 ;
322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
321 -> 322 ;
323 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
321 -> 323 ;
324 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
314 -> 324 ;
325 [label="X[4] <= 37.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
313 -> 325 ;
326 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
325 -> 326 ;
327 [label="X[0] <= 135000.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
325 -> 327 ;
328 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
327 -> 328 ;
329 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
327 -> 329 ;
330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
264 -> 330 ;
331 [label="X[22] <= 499.5\ngini = 0.069\nsamples = 28\nvalue = [27, 1]"] ;
263 -> 331 ;
332 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
331 -> 332 ;
333 [label="X[18] <= 368.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
331 -> 333 ;
334 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
333 -> 334 ;
335 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
333 -> 335 ;
336 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
262 -> 336 ;
337 [label="X[7] <= 0.5\ngini = 0.422\nsamples = 159\nvalue = [111, 48]"] ;
261 -> 337 ;
338 [label="X[15] <= 4845.0\ngini = 0.408\nsamples = 154\nvalue = [110, 44]"] ;
337 -> 338 ;
339 [label="X[20] <= 325.5\ngini = 0.4\nsamples = 152\nvalue = [110, 42]"] ;
338 -> 339 ;
340 [label="X[21] <= 404.0\ngini = 0.423\nsamples = 138\nvalue = [96, 42]"] ;
339 -> 340 ;
341 [label="X[4] <= 30.5\ngini = 0.415\nsamples = 136\nvalue = [96, 40]"] ;
340 -> 341 ;
342 [label="X[2] <= 1.5\ngini = 0.471\nsamples = 50\nvalue = [31, 19]"] ;
341 -> 342 ;
343 [label="X[4] <= 28.5\ngini = 0.418\nsamples = 37\nvalue = [26, 11]"] ;
342 -> 343 ;
344 [label="X[0] <= 205000.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
343 -> 344 ;
345 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
344 -> 345 ;
346 [label="X[4] <= 27.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
344 -> 346 ;
347 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
346 -> 347 ;
348 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
346 -> 348 ;
349 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
348 -> 349 ;
350 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
348 -> 350 ;
351 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
350 -> 351 ;
352 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
350 -> 352 ;
353 [label="X[0] <= 165000.0\ngini = 0.491\nsamples = 23\nvalue = [13, 10]"] ;
343 -> 353 ;
354 [label="X[1] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
353 -> 354 ;
355 [label="X[17] <= 3142.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
354 -> 355 ;
356 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
355 -> 356 ;
357 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
355 -> 357 ;
358 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
354 -> 358 ;
359 [label="X[0] <= 220000.0\ngini = 0.498\nsamples = 17\nvalue = [8, 9]"] ;
353 -> 359 ;
360 [label="X[13] <= 49.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
359 -> 360 ;
361 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
360 -> 361 ;
362 [label="X[4] <= 29.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
360 -> 362 ;
363 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
362 -> 363 ;
364 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
362 -> 364 ;
365 [label="X[4] <= 29.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
359 -> 365 ;
366 [label="X[3] <= 2.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
365 -> 366 ;
367 [label="X[0] <= 245000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
366 -> 367 ;
368 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
367 -> 368 ;
369 [label="X[0] <= 270000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
367 -> 369 ;
370 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
369 -> 370 ;
371 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
369 -> 371 ;
372 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
366 -> 372 ;
373 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
365 -> 373 ;
374 [label="X[12] <= 104.0\ngini = 0.473\nsamples = 13\nvalue = [5, 8]"] ;
342 -> 374 ;
375 [label="X[13] <= 116.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
374 -> 375 ;
376 [label="X[22] <= 462.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
375 -> 376 ;
377 [label="X[4] <= 28.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
376 -> 377 ;
378 [label="X[1] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
377 -> 378 ;
379 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
378 -> 379 ;
380 [label="X[4] <= 27.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
378 -> 380 ;
381 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
380 -> 381 ;
382 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
380 -> 382 ;
383 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
377 -> 383 ;
384 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
376 -> 384 ;
385 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
375 -> 385 ;
386 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
374 -> 386 ;
387 [label="X[21] <= 320.5\ngini = 0.369\nsamples = 86\nvalue = [65, 21]"] ;
341 -> 387 ;
388 [label="X[12] <= 26.5\ngini = 0.36\nsamples = 85\nvalue = [65, 20]"] ;
387 -> 388 ;
389 [label="X[16] <= 194.5\ngini = 0.404\nsamples = 64\nvalue = [46, 18]"] ;
388 -> 389 ;
390 [label="X[13] <= 1570.0\ngini = 0.394\nsamples = 63\nvalue = [46, 17]"] ;
389 -> 390 ;
391 [label="X[0] <= 225000.0\ngini = 0.383\nsamples = 62\nvalue = [46, 16]"] ;
390 -> 391 ;
392 [label="X[0] <= 190000.0\ngini = 0.331\nsamples = 43\nvalue = [34, 9]"] ;
391 -> 392 ;
393 [label="X[4] <= 37.0\ngini = 0.42\nsamples = 20\nvalue = [14, 6]"] ;
392 -> 393 ;
394 [label="X[3] <= 1.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
393 -> 394 ;
395 [label="X[0] <= 155000.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
394 -> 395 ;
396 [label="X[4] <= 32.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
395 -> 396 ;
397 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
396 -> 397 ;
398 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
396 -> 398 ;
399 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
398 -> 399 ;
400 [label="X[4] <= 34.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
398 -> 400 ;
401 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
400 -> 401 ;
402 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
400 -> 402 ;
403 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
395 -> 403 ;
404 [label="X[4] <= 31.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
394 -> 404 ;
405 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
404 -> 405 ;
406 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
404 -> 406 ;
407 [label="X[4] <= 40.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
393 -> 407 ;
408 [label="X[4] <= 39.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
407 -> 408 ;
409 [label="X[0] <= 170000.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
408 -> 409 ;
410 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
409 -> 410 ;
411 [label="X[4] <= 38.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
409 -> 411 ;
412 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
411 -> 412 ;
413 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
411 -> 413 ;
414 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
413 -> 414 ;
415 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
413 -> 415 ;
416 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
408 -> 416 ;
417 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
407 -> 417 ;
418 [label="X[2] <= 1.5\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
392 -> 418 ;
419 [label="X[4] <= 31.5\ngini = 0.337\nsamples = 14\nvalue = [11, 3]"] ;
418 -> 419 ;
420 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
419 -> 420 ;
421 [label="X[4] <= 38.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
419 -> 421 ;
422 [label="X[4] <= 36.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
421 -> 422 ;
423 [label="X[4] <= 34.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
422 -> 423 ;
424 [label="X[4] <= 33.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
423 -> 424 ;
425 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
424 -> 425 ;
426 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
424 -> 426 ;
427 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
423 -> 427 ;
428 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
422 -> 428 ;
429 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
421 -> 429 ;
430 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
418 -> 430 ;
431 [label="X[3] <= 1.5\ngini = 0.465\nsamples = 19\nvalue = [12, 7]"] ;
391 -> 431 ;
432 [label="X[5] <= 0.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
431 -> 432 ;
433 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
432 -> 433 ;
434 [label="X[4] <= 38.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
432 -> 434 ;
435 [label="X[1] <= 1.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
434 -> 435 ;
436 [label="X[4] <= 36.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
435 -> 436 ;
437 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
436 -> 437 ;
438 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
436 -> 438 ;
439 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
435 -> 439 ;
440 [label="X[0] <= 235000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
434 -> 440 ;
441 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
440 -> 441 ;
442 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
440 -> 442 ;
443 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
431 -> 443 ;
444 [label="X[2] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
443 -> 444 ;
445 [label="X[4] <= 35.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
444 -> 445 ;
446 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
445 -> 446 ;
447 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
445 -> 447 ;
448 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
444 -> 448 ;
449 [label="X[6] <= -1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
443 -> 449 ;
450 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
449 -> 450 ;
451 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
449 -> 451 ;
452 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
390 -> 452 ;
453 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
389 -> 453 ;
454 [label="X[12] <= 620.5\ngini = 0.172\nsamples = 21\nvalue = [19, 2]"] ;
388 -> 454 ;
455 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
454 -> 455 ;
456 [label="X[12] <= 814.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
454 -> 456 ;
457 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
456 -> 457 ;
458 [label="X[0] <= 185000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
456 -> 458 ;
459 [label="X[8] <= -1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
458 -> 459 ;
460 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
459 -> 460 ;
461 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
459 -> 461 ;
462 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
458 -> 462 ;
463 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
387 -> 463 ;
464 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
340 -> 464 ;
465 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
339 -> 465 ;
466 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
338 -> 466 ;
467 [label="X[18] <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
337 -> 467 ;
468 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
467 -> 468 ;
469 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
467 -> 469 ;
470 [label="X[20] <= 498.5\ngini = 0.212\nsamples = 58\nvalue = [51, 7]"] ;
260 -> 470 ;
471 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]"] ;
470 -> 471 ;
472 [label="X[11] <= 303.0\ngini = 0.384\nsamples = 27\nvalue = [20, 7]"] ;
470 -> 472 ;
473 [label="X[15] <= 525.0\ngini = 0.32\nsamples = 25\nvalue = [20, 5]"] ;
472 -> 473 ;
474 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
473 -> 474 ;
475 [label="X[4] <= 40.0\ngini = 0.278\nsamples = 24\nvalue = [20, 4]"] ;
473 -> 475 ;
476 [label="X[18] <= 1.0\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
475 -> 476 ;
477 [label="X[4] <= 31.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
476 -> 477 ;
478 [label="X[0] <= 175000.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
477 -> 478 ;
479 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
478 -> 479 ;
480 [label="X[7] <= -1.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
478 -> 480 ;
481 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
480 -> 481 ;
482 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
480 -> 482 ;
483 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
477 -> 483 ;
484 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
476 -> 484 ;
485 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
475 -> 485 ;
486 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
472 -> 486 ;
487 [label="X[13] <= 3323.0\ngini = 0.433\nsamples = 82\nvalue = [56, 26]"] ;
259 -> 487 ;
488 [label="X[21] <= 3972.0\ngini = 0.413\nsamples = 79\nvalue = [56, 23]"] ;
487 -> 488 ;
489 [label="X[15] <= 410.5\ngini = 0.397\nsamples = 77\nvalue = [56, 21]"] ;
488 -> 489 ;
490 [label="X[4] <= 36.5\ngini = 0.32\nsamples = 50\nvalue = [40, 10]"] ;
489 -> 490 ;
491 [label="X[11] <= 365.0\ngini = 0.175\nsamples = 31\nvalue = [28, 3]"] ;
490 -> 491 ;
492 [label="X[2] <= 1.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
491 -> 492 ;
493 [label="X[22] <= 229.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
492 -> 493 ;
494 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
493 -> 494 ;
495 [label="X[4] <= 32.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
493 -> 495 ;
496 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
495 -> 496 ;
497 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
495 -> 497 ;
498 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
492 -> 498 ;
499 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
491 -> 499 ;
500 [label="X[2] <= 1.5\ngini = 0.465\nsamples = 19\nvalue = [12, 7]"] ;
490 -> 500 ;
501 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
500 -> 501 ;
502 [label="X[17] <= 1424.5\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
500 -> 502 ;
503 [label="X[21] <= 1430.0\ngini = 0.375\nsamples = 16\nvalue = [12, 4]"] ;
502 -> 503 ;
504 [label="X[0] <= 215000.0\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
503 -> 504 ;
505 [label="X[0] <= 165000.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
504 -> 505 ;
506 [label="X[0] <= 65000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
505 -> 506 ;
507 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
506 -> 507 ;
508 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
507 -> 508 ;
509 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
507 -> 509 ;
510 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
506 -> 510 ;
511 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
505 -> 511 ;
512 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
504 -> 512 ;
513 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
503 -> 513 ;
514 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
502 -> 514 ;
515 [label="X[18] <= 251.0\ngini = 0.483\nsamples = 27\nvalue = [16, 11]"] ;
489 -> 515 ;
516 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
515 -> 516 ;
517 [label="X[0] <= 150000.0\ngini = 0.499\nsamples = 21\nvalue = [10, 11]"] ;
515 -> 517 ;
518 [label="X[16] <= 716.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
517 -> 518 ;
519 [label="X[3] <= 1.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
518 -> 519 ;
520 [label="X[15] <= 855.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
519 -> 520 ;
521 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
520 -> 521 ;
522 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
520 -> 522 ;
523 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
519 -> 523 ;
524 [label="X[11] <= 385.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
518 -> 524 ;
525 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
524 -> 525 ;
526 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
524 -> 526 ;
527 [label="X[21] <= 401.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
517 -> 527 ;
528 [label="X[13] <= 343.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
527 -> 528 ;
529 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
528 -> 529 ;
530 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
529 -> 530 ;
531 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
530 -> 531 ;
532 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
530 -> 532 ;
533 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
529 -> 533 ;
534 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
528 -> 534 ;
535 [label="X[21] <= 860.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
527 -> 535 ;
536 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
535 -> 536 ;
537 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
535 -> 537 ;
538 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
488 -> 538 ;
539 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
487 -> 539 ;
540 [label="X[1] <= 1.5\ngini = 0.227\nsamples = 46\nvalue = [40, 6]"] ;
258 -> 540 ;
541 [label="X[16] <= 576.0\ngini = 0.363\nsamples = 21\nvalue = [16, 5]"] ;
540 -> 541 ;
542 [label="X[15] <= 397.5\ngini = 0.266\nsamples = 19\nvalue = [16, 3]"] ;
541 -> 542 ;
543 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
542 -> 543 ;
544 [label="X[22] <= 407.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
542 -> 544 ;
545 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
544 -> 545 ;
546 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
544 -> 546 ;
547 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
541 -> 547 ;
548 [label="X[0] <= 65000.0\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
540 -> 548 ;
549 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
548 -> 549 ;
550 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
548 -> 550 ;
551 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
257 -> 551 ;
552 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
551 -> 552 ;
553 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
551 -> 553 ;
554 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
256 -> 554 ;
555 [label="X[12] <= 827.0\ngini = 0.233\nsamples = 52\nvalue = [45, 7]"] ;
255 -> 555 ;
556 [label="X[8] <= -0.5\ngini = 0.105\nsamples = 36\nvalue = [34, 2]"] ;
555 -> 556 ;
557 [label="X[11] <= 804.0\ngini = 0.056\nsamples = 35\nvalue = [34, 1]"] ;
556 -> 557 ;
558 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
557 -> 558 ;
559 [label="X[22] <= 158.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
557 -> 559 ;
560 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
559 -> 560 ;
561 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
559 -> 561 ;
562 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
556 -> 562 ;
563 [label="X[11] <= 692.0\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
555 -> 563 ;
564 [label="X[4] <= 24.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
563 -> 564 ;
565 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
564 -> 565 ;
566 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
564 -> 566 ;
567 [label="X[20] <= 415.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
563 -> 567 ;
568 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
567 -> 568 ;
569 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
567 -> 569 ;
570 [label="X[0] <= 175000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
254 -> 570 ;
571 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
570 -> 571 ;
572 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
570 -> 572 ;
573 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
253 -> 573 ;
574 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
252 -> 574 ;
575 [label="X[0] <= 205000.0\ngini = 0.455\nsamples = 63\nvalue = [41, 22]"] ;
251 -> 575 ;
576 [label="X[15] <= 933.0\ngini = 0.405\nsamples = 46\nvalue = [33, 13]"] ;
575 -> 576 ;
577 [label="X[1] <= 1.5\ngini = 0.375\nsamples = 44\nvalue = [33, 11]"] ;
576 -> 577 ;
578 [label="X[3] <= 1.5\ngini = 0.484\nsamples = 17\nvalue = [10, 7]"] ;
577 -> 578 ;
579 [label="X[2] <= 2.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]"] ;
578 -> 579 ;
580 [label="X[5] <= 0.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
579 -> 580 ;
581 [label="X[22] <= 312.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
580 -> 581 ;
582 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
581 -> 582 ;
583 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
581 -> 583 ;
584 [label="X[0] <= 110000.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
580 -> 584 ;
585 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
584 -> 585 ;
586 [label="X[4] <= 44.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
584 -> 586 ;
587 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
586 -> 587 ;
588 [label="X[17] <= 239.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
586 -> 588 ;
589 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
588 -> 589 ;
590 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
588 -> 590 ;
591 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
579 -> 591 ;
592 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
578 -> 592 ;
593 [label="X[17] <= 363.5\ngini = 0.252\nsamples = 27\nvalue = [23, 4]"] ;
577 -> 593 ;
594 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
593 -> 594 ;
595 [label="X[0] <= 85000.0\ngini = 0.408\nsamples = 14\nvalue = [10, 4]"] ;
593 -> 595 ;
596 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
595 -> 596 ;
597 [label="X[18] <= 393.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
595 -> 597 ;
598 [label="X[12] <= 9670.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
597 -> 598 ;
599 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
598 -> 599 ;
600 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
598 -> 600 ;
601 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
597 -> 601 ;
602 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
576 -> 602 ;
603 [label="X[4] <= 44.5\ngini = 0.498\nsamples = 17\nvalue = [8, 9]"] ;
575 -> 603 ;
604 [label="X[21] <= 425.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
603 -> 604 ;
605 [label="X[0] <= 215000.0\ngini = 0.32\nsamples = 10\nvalue = [2, 8]"] ;
604 -> 605 ;
606 [label="X[2] <= 2.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
605 -> 606 ;
607 [label="X[4] <= 43.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
606 -> 607 ;
608 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
607 -> 608 ;
609 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
608 -> 609 ;
610 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
608 -> 610 ;
611 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
607 -> 611 ;
612 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
606 -> 612 ;
613 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
605 -> 613 ;
614 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
604 -> 614 ;
615 [label="X[12] <= 406.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
603 -> 615 ;
616 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
615 -> 616 ;
617 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
615 -> 617 ;
618 [label="X[11] <= -51.5\ngini = 0.465\nsamples = 49\nvalue = [31, 18]"] ;
250 -> 618 ;
619 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
618 -> 619 ;
620 [label="X[7] <= -0.5\ngini = 0.449\nsamples = 47\nvalue = [31, 16]"] ;
618 -> 620 ;
621 [label="X[0] <= 100000.0\ngini = 0.492\nsamples = 32\nvalue = [18, 14]"] ;
620 -> 621 ;
622 [label="X[14] <= 666.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
621 -> 622 ;
623 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
622 -> 623 ;
624 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
622 -> 624 ;
625 [label="X[18] <= 985.0\ngini = 0.444\nsamples = 24\nvalue = [16, 8]"] ;
621 -> 625 ;
626 [label="X[15] <= 513.0\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
625 -> 626 ;
627 [label="X[12] <= 99.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
626 -> 627 ;
628 [label="X[15] <= 65.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
627 -> 628 ;
629 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
628 -> 629 ;
630 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
628 -> 630 ;
631 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
627 -> 631 ;
632 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
626 -> 632 ;
633 [label="X[4] <= 36.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
625 -> 633 ;
634 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
633 -> 634 ;
635 [label="X[11] <= 53.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
633 -> 635 ;
636 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
635 -> 636 ;
637 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
635 -> 637 ;
638 [label="X[11] <= -4.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
620 -> 638 ;
639 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
638 -> 639 ;
640 [label="X[13] <= 83.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
638 -> 640 ;
641 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
640 -> 641 ;
642 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
640 -> 642 ;
643 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
249 -> 643 ;
644 [label="X[4] <= 32.5\ngini = 0.219\nsamples = 48\nvalue = [42, 6]"] ;
248 -> 644 ;
645 [label="X[14] <= 621.0\ngini = 0.355\nsamples = 26\nvalue = [20, 6]"] ;
644 -> 645 ;
646 [label="X[22] <= 917.5\ngini = 0.469\nsamples = 16\nvalue = [10, 6]"] ;
645 -> 646 ;
647 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
646 -> 647 ;
648 [label="X[11] <= 228.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]"] ;
646 -> 648 ;
649 [label="X[22] <= 995.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
648 -> 649 ;
650 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
649 -> 650 ;
651 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
649 -> 651 ;
652 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
648 -> 652 ;
653 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
645 -> 653 ;
654 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
644 -> 654 ;
655 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
247 -> 655 ;
656 [label="X[17] <= 118.0\ngini = 0.443\nsamples = 284\nvalue = [190, 94]"] ;
98 -> 656 ;
657 [label="X[16] <= 221.0\ngini = 0.489\nsamples = 181\nvalue = [104, 77]"] ;
656 -> 657 ;
658 [label="X[4] <= 32.5\ngini = 0.499\nsamples = 155\nvalue = [80, 75]"] ;
657 -> 658 ;
659 [label="X[3] <= 1.5\ngini = 0.448\nsamples = 59\nvalue = [39, 20]"] ;
658 -> 659 ;
660 [label="X[0] <= 345000.0\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
659 -> 660 ;
661 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
660 -> 661 ;
662 [label="X[4] <= 28.5\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
660 -> 662 ;
663 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
662 -> 663 ;
664 [label="X[5] <= -1.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
662 -> 664 ;
665 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
664 -> 665 ;
666 [label="X[2] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
664 -> 666 ;
667 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
666 -> 667 ;
668 [label="X[4] <= 30.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
666 -> 668 ;
669 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
668 -> 669 ;
670 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
668 -> 670 ;
671 [label="X[2] <= 1.5\ngini = 0.391\nsamples = 45\nvalue = [33, 12]"] ;
659 -> 671 ;
672 [label="X[21] <= 1855.0\ngini = 0.305\nsamples = 32\nvalue = [26, 6]"] ;
671 -> 672 ;
673 [label="X[4] <= 28.5\ngini = 0.271\nsamples = 31\nvalue = [26, 5]"] ;
672 -> 673 ;
674 [label="X[5] <= 0.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
673 -> 674 ;
675 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
674 -> 675 ;
676 [label="X[4] <= 27.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
674 -> 676 ;
677 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
676 -> 677 ;
678 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
676 -> 678 ;
679 [label="X[4] <= 30.5\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
673 -> 679 ;
680 [label="X[5] <= -0.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
679 -> 680 ;
681 [label="X[20] <= 315.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
680 -> 681 ;
682 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
681 -> 682 ;
683 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
681 -> 683 ;
684 [label="X[0] <= 370000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
680 -> 684 ;
685 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
684 -> 685 ;
686 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
684 -> 686 ;
687 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
686 -> 687 ;
688 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
686 -> 688 ;
689 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
679 -> 689 ;
690 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
672 -> 690 ;
691 [label="X[4] <= 27.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
671 -> 691 ;
692 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
691 -> 692 ;
693 [label="X[4] <= 28.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]"] ;
691 -> 693 ;
694 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
693 -> 694 ;
695 [label="X[18] <= 2500.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
693 -> 695 ;
696 [label="X[4] <= 29.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
695 -> 696 ;
697 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
696 -> 697 ;
698 [label="X[0] <= 430000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
696 -> 698 ;
699 [label="X[5] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
698 -> 699 ;
700 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
699 -> 700 ;
701 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
699 -> 701 ;
702 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
698 -> 702 ;
703 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
695 -> 703 ;
704 [label="X[11] <= 28.0\ngini = 0.489\nsamples = 96\nvalue = [41, 55]"] ;
658 -> 704 ;
705 [label="X[4] <= 43.5\ngini = 0.475\nsamples = 90\nvalue = [35, 55]"] ;
704 -> 705 ;
706 [label="X[4] <= 40.5\ngini = 0.462\nsamples = 83\nvalue = [30, 53]"] ;
705 -> 706 ;
707 [label="X[22] <= 29.5\ngini = 0.486\nsamples = 65\nvalue = [27, 38]"] ;
706 -> 707 ;
708 [label="X[0] <= 385000.0\ngini = 0.468\nsamples = 59\nvalue = [22, 37]"] ;
707 -> 708 ;
709 [label="X[0] <= 315000.0\ngini = 0.427\nsamples = 42\nvalue = [13, 29]"] ;
708 -> 709 ;
710 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]"] ;
709 -> 710 ;
711 [label="X[4] <= 37.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
710 -> 711 ;
712 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
711 -> 712 ;
713 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
711 -> 713 ;
714 [label="X[4] <= 38.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
710 -> 714 ;
715 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
714 -> 715 ;
716 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
714 -> 716 ;
717 [label="X[20] <= 280.5\ngini = 0.358\nsamples = 30\nvalue = [7, 23]"] ;
709 -> 717 ;
718 [label="X[1] <= 1.5\ngini = 0.328\nsamples = 29\nvalue = [6, 23]"] ;
717 -> 718 ;
719 [label="X[2] <= 2.5\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
718 -> 719 ;
720 [label="X[4] <= 38.5\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
719 -> 720 ;
721 [label="X[4] <= 34.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
720 -> 721 ;
722 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
721 -> 722 ;
723 [label="X[0] <= 340000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
722 -> 723 ;
724 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
723 -> 724 ;
725 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
723 -> 725 ;
726 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
722 -> 726 ;
727 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
721 -> 727 ;
728 [label="X[5] <= -0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
720 -> 728 ;
729 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
728 -> 729 ;
730 [label="X[0] <= 375000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
728 -> 730 ;
731 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
730 -> 731 ;
732 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
730 -> 732 ;
733 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
719 -> 733 ;
734 [label="X[4] <= 35.5\ngini = 0.208\nsamples = 17\nvalue = [2, 15]"] ;
718 -> 734 ;
735 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
734 -> 735 ;
736 [label="X[4] <= 36.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
734 -> 736 ;
737 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
736 -> 737 ;
738 [label="X[3] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
736 -> 738 ;
739 [label="X[2] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
738 -> 739 ;
740 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
739 -> 740 ;
741 [label="X[4] <= 37.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
739 -> 741 ;
742 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
741 -> 742 ;
743 [label="X[4] <= 38.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
741 -> 743 ;
744 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
743 -> 744 ;
745 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
743 -> 745 ;
746 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
738 -> 746 ;
747 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
717 -> 747 ;
748 [label="X[5] <= -0.5\ngini = 0.498\nsamples = 17\nvalue = [9, 8]"] ;
708 -> 748 ;
749 [label="X[2] <= 2.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
748 -> 749 ;
750 [label="X[1] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
749 -> 750 ;
751 [label="X[4] <= 34.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
750 -> 751 ;
752 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
751 -> 752 ;
753 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
751 -> 753 ;
754 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
750 -> 754 ;
755 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
749 -> 755 ;
756 [label="X[2] <= 1.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
748 -> 756 ;
757 [label="X[0] <= 475000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
756 -> 757 ;
758 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
757 -> 758 ;
759 [label="X[4] <= 38.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
757 -> 759 ;
760 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
759 -> 760 ;
761 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
759 -> 761 ;
762 [label="X[4] <= 39.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
756 -> 762 ;
763 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
762 -> 763 ;
764 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
762 -> 764 ;
765 [label="X[4] <= 36.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
707 -> 765 ;
766 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
765 -> 766 ;
767 [label="X[0] <= 390000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
765 -> 767 ;
768 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
767 -> 768 ;
769 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
767 -> 769 ;
770 [label="X[0] <= 345000.0\ngini = 0.278\nsamples = 18\nvalue = [3, 15]"] ;
706 -> 770 ;
771 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
770 -> 771 ;
772 [label="X[0] <= 490000.0\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
770 -> 772 ;
773 [label="X[0] <= 435000.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
772 -> 773 ;
774 [label="X[4] <= 41.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
773 -> 774 ;
775 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
774 -> 775 ;
776 [label="X[2] <= 2.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
774 -> 776 ;
777 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
776 -> 777 ;
778 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
777 -> 778 ;
779 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
777 -> 779 ;
780 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
776 -> 780 ;
781 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
773 -> 781 ;
782 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
772 -> 782 ;
783 [label="X[0] <= 310000.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
705 -> 783 ;
784 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
783 -> 784 ;
785 [label="X[2] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
783 -> 785 ;
786 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
785 -> 786 ;
787 [label="X[5] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
785 -> 787 ;
788 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
787 -> 788 ;
789 [label="X[0] <= 340000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
787 -> 789 ;
790 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
789 -> 790 ;
791 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
789 -> 791 ;
792 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
704 -> 792 ;
793 [label="X[12] <= 107.0\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
657 -> 793 ;
794 [label="X[11] <= 664.0\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
793 -> 794 ;
795 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
794 -> 795 ;
796 [label="X[14] <= 195.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
794 -> 796 ;
797 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
796 -> 797 ;
798 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
796 -> 798 ;
799 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
793 -> 799 ;
800 [label="X[21] <= 357.5\ngini = 0.276\nsamples = 103\nvalue = [86, 17]"] ;
656 -> 800 ;
801 [label="X[18] <= 101.0\ngini = 0.124\nsamples = 60\nvalue = [56, 4]"] ;
800 -> 801 ;
802 [label="X[18] <= 52.5\ngini = 0.287\nsamples = 23\nvalue = [19, 4]"] ;
801 -> 802 ;
803 [label="X[4] <= 36.0\ngini = 0.236\nsamples = 22\nvalue = [19, 3]"] ;
802 -> 803 ;
804 [label="X[17] <= 1145.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
803 -> 804 ;
805 [label="X[12] <= 427.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
804 -> 805 ;
806 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
805 -> 806 ;
807 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
805 -> 807 ;
808 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
804 -> 808 ;
809 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
803 -> 809 ;
810 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
802 -> 810 ;
811 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
801 -> 811 ;
812 [label="X[13] <= 417.5\ngini = 0.422\nsamples = 43\nvalue = [30, 13]"] ;
800 -> 812 ;
813 [label="X[18] <= 589.0\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
812 -> 813 ;
814 [label="X[4] <= 28.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
813 -> 814 ;
815 [label="X[4] <= 27.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
814 -> 815 ;
816 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
815 -> 816 ;
817 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
815 -> 817 ;
818 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
814 -> 818 ;
819 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
813 -> 819 ;
820 [label="X[16] <= 1595.5\ngini = 0.493\nsamples = 25\nvalue = [14, 11]"] ;
812 -> 820 ;
821 [label="X[4] <= 33.0\ngini = 0.469\nsamples = 16\nvalue = [6, 10]"] ;
820 -> 821 ;
822 [label="X[17] <= 14939.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
821 -> 822 ;
823 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
822 -> 823 ;
824 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
822 -> 824 ;
825 [label="X[12] <= 442.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
821 -> 825 ;
826 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
825 -> 826 ;
827 [label="X[20] <= 890.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
825 -> 827 ;
828 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
827 -> 828 ;
829 [label="X[7] <= -1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
827 -> 829 ;
830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
829 -> 830 ;
831 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
829 -> 831 ;
832 [label="X[19] <= 417.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
820 -> 832 ;
833 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
832 -> 833 ;
834 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
832 -> 834 ;
835 [label="X[0] <= 15000.0\ngini = 0.254\nsamples = 274\nvalue = [233, 41]"] ;
27 -> 835 ;
836 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
835 -> 836 ;
837 [label="X[15] <= -90.0\ngini = 0.246\nsamples = 272\nvalue = [233, 39]"] ;
835 -> 837 ;
838 [label="X[7] <= -1.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
837 -> 838 ;
839 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
838 -> 839 ;
840 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
838 -> 840 ;
841 [label="X[0] <= 185000.0\ngini = 0.233\nsamples = 267\nvalue = [231, 36]"] ;
837 -> 841 ;
842 [label="X[17] <= 922.0\ngini = 0.316\nsamples = 127\nvalue = [102, 25]"] ;
841 -> 842 ;
843 [label="X[17] <= 601.0\ngini = 0.37\nsamples = 94\nvalue = [71, 23]"] ;
842 -> 843 ;
844 [label="X[1] <= 1.5\ngini = 0.299\nsamples = 82\nvalue = [67, 15]"] ;
843 -> 844 ;
845 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
844 -> 845 ;
846 [label="X[19] <= 221.0\ngini = 0.359\nsamples = 64\nvalue = [49, 15]"] ;
844 -> 846 ;
847 [label="X[22] <= 1301.5\ngini = 0.423\nsamples = 46\nvalue = [32, 14]"] ;
846 -> 847 ;
848 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
847 -> 848 ;
849 [label="X[22] <= 12640.5\ngini = 0.397\nsamples = 44\nvalue = [32, 12]"] ;
847 -> 849 ;
850 [label="X[15] <= 45371.0\ngini = 0.349\nsamples = 40\nvalue = [31, 9]"] ;
849 -> 850 ;
851 [label="X[3] <= 2.5\ngini = 0.326\nsamples = 39\nvalue = [31, 8]"] ;
850 -> 851 ;
852 [label="X[0] <= 175000.0\ngini = 0.301\nsamples = 38\nvalue = [31, 7]"] ;
851 -> 852 ;
853 [label="X[15] <= 961.0\ngini = 0.219\nsamples = 32\nvalue = [28, 4]"] ;
852 -> 853 ;
854 [label="X[20] <= 475.0\ngini = 0.308\nsamples = 21\nvalue = [17, 4]"] ;
853 -> 854 ;
855 [label="X[22] <= 1411.5\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
854 -> 855 ;
856 [label="X[0] <= 145000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
855 -> 856 ;
857 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
856 -> 857 ;
858 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
856 -> 858 ;
859 [label="X[22] <= 6350.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
855 -> 859 ;
860 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
859 -> 860 ;
861 [label="X[22] <= 7750.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
859 -> 861 ;
862 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
861 -> 862 ;
863 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
861 -> 863 ;
864 [label="X[21] <= 369.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
854 -> 864 ;
865 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
864 -> 865 ;
866 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
864 -> 866 ;
867 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
853 -> 867 ;
868 [label="X[5] <= -1.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
852 -> 868 ;
869 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
868 -> 869 ;
870 [label="X[22] <= 1547.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
868 -> 870 ;
871 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
870 -> 871 ;
872 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
870 -> 872 ;
873 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
851 -> 873 ;
874 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
850 -> 874 ;
875 [label="X[4] <= 29.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
849 -> 875 ;
876 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
875 -> 876 ;
877 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
875 -> 877 ;
878 [label="X[0] <= 175000.0\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
846 -> 878 ;
879 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
878 -> 879 ;
880 [label="X[22] <= 3612.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
878 -> 880 ;
881 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
880 -> 881 ;
882 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
880 -> 882 ;
883 [label="X[19] <= 458.5\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
843 -> 883 ;
884 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
883 -> 884 ;
885 [label="X[13] <= 686.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
883 -> 885 ;
886 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
885 -> 886 ;
887 [label="X[2] <= 2.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
885 -> 887 ;
888 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
887 -> 888 ;
889 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
887 -> 889 ;
890 [label="X[14] <= 24877.5\ngini = 0.114\nsamples = 33\nvalue = [31, 2]"] ;
842 -> 890 ;
891 [label="X[10] <= -1.5\ngini = 0.061\nsamples = 32\nvalue = [31, 1]"] ;
890 -> 891 ;
892 [label="X[8] <= -1.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
891 -> 892 ;
893 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
892 -> 893 ;
894 [label="X[4] <= 26.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
892 -> 894 ;
895 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
894 -> 895 ;
896 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
894 -> 896 ;
897 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
891 -> 897 ;
898 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
890 -> 898 ;
899 [label="X[14] <= 789.5\ngini = 0.145\nsamples = 140\nvalue = [129, 11]"] ;
841 -> 899 ;
900 [label="X[9] <= -0.5\ngini = 0.081\nsamples = 118\nvalue = [113, 5]"] ;
899 -> 900 ;
901 [label="X[16] <= -32.0\ngini = 0.052\nsamples = 113\nvalue = [110, 3]"] ;
900 -> 901 ;
902 [label="X[14] <= 151.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
901 -> 902 ;
903 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
902 -> 903 ;
904 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
902 -> 904 ;
905 [label="X[1] <= 1.5\ngini = 0.035\nsamples = 111\nvalue = [109, 2]"] ;
901 -> 905 ;
906 [label="X[4] <= 32.0\ngini = 0.124\nsamples = 30\nvalue = [28, 2]"] ;
905 -> 906 ;
907 [label="X[0] <= 330000.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
906 -> 907 ;
908 [label="X[14] <= 345.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
907 -> 908 ;
909 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
908 -> 909 ;
910 [label="X[18] <= 777.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
908 -> 910 ;
911 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
910 -> 911 ;
912 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
910 -> 912 ;
913 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
907 -> 913 ;
914 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
906 -> 914 ;
915 [label="gini = 0.0\nsamples = 81\nvalue = [81, 0]"] ;
905 -> 915 ;
916 [label="X[22] <= 6336.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
900 -> 916 ;
917 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
916 -> 917 ;
918 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
916 -> 918 ;
919 [label="X[8] <= 1.0\ngini = 0.397\nsamples = 22\nvalue = [16, 6]"] ;
899 -> 919 ;
920 [label="X[13] <= 4879.5\ngini = 0.32\nsamples = 20\nvalue = [16, 4]"] ;
919 -> 920 ;
921 [label="X[22] <= 8588.5\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
920 -> 921 ;
922 [label="X[13] <= 566.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
921 -> 922 ;
923 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
922 -> 923 ;
924 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
922 -> 924 ;
925 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
921 -> 925 ;
926 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
920 -> 926 ;
927 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
919 -> 927 ;
928 [label="X[5] <= -1.5\ngini = 0.463\nsamples = 360\nvalue = [229, 131]"] ;
4 -> 928 ;
929 [label="X[16] <= 1177.5\ngini = 0.339\nsamples = 111\nvalue = [87, 24]"] ;
928 -> 929 ;
930 [label="X[13] <= 1013.5\ngini = 0.386\nsamples = 92\nvalue = [68, 24]"] ;
929 -> 930 ;
931 [label="X[20] <= 12.5\ngini = 0.357\nsamples = 86\nvalue = [66, 20]"] ;
930 -> 931 ;
932 [label="X[10] <= -1.5\ngini = 0.417\nsamples = 64\nvalue = [45, 19]"] ;
931 -> 932 ;
933 [label="X[4] <= 63.5\ngini = 0.398\nsamples = 62\nvalue = [45, 17]"] ;
932 -> 933 ;
934 [label="X[12] <= 2832.0\ngini = 0.357\nsamples = 56\nvalue = [43, 13]"] ;
933 -> 934 ;
935 [label="X[21] <= 928.0\ngini = 0.341\nsamples = 55\nvalue = [43, 12]"] ;
934 -> 935 ;
936 [label="X[11] <= 832.0\ngini = 0.324\nsamples = 54\nvalue = [43, 11]"] ;
935 -> 936 ;
937 [label="X[17] <= 49.5\ngini = 0.306\nsamples = 53\nvalue = [43, 10]"] ;
936 -> 937 ;
938 [label="X[13] <= 498.5\ngini = 0.346\nsamples = 45\nvalue = [35, 10]"] ;
937 -> 938 ;
939 [label="X[4] <= 49.5\ngini = 0.325\nsamples = 44\nvalue = [35, 9]"] ;
938 -> 939 ;
940 [label="X[0] <= 165000.0\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
939 -> 940 ;
941 [label="X[4] <= 46.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
940 -> 941 ;
942 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
941 -> 942 ;
943 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
941 -> 943 ;
944 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
940 -> 944 ;
945 [label="X[4] <= 54.5\ngini = 0.403\nsamples = 25\nvalue = [18, 7]"] ;
939 -> 945 ;
946 [label="X[13] <= 72.5\ngini = 0.455\nsamples = 20\nvalue = [13, 7]"] ;
945 -> 946 ;
947 [label="X[3] <= 2.5\ngini = 0.475\nsamples = 18\nvalue = [11, 7]"] ;
946 -> 947 ;
948 [label="X[0] <= 115000.0\ngini = 0.457\nsamples = 17\nvalue = [11, 6]"] ;
947 -> 948 ;
949 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
948 -> 949 ;
950 [label="X[0] <= 370000.0\ngini = 0.49\nsamples = 14\nvalue = [8, 6]"] ;
948 -> 950 ;
951 [label="X[4] <= 50.5\ngini = 0.5\nsamples = 12\nvalue = [6, 6]"] ;
950 -> 951 ;
952 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
951 -> 952 ;
953 [label="X[0] <= 335000.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
951 -> 953 ;
954 [label="X[2] <= 2.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
953 -> 954 ;
955 [label="X[0] <= 210000.0\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
954 -> 955 ;
956 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
955 -> 956 ;
957 [label="X[4] <= 53.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
955 -> 957 ;
958 [label="X[0] <= 255000.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
957 -> 958 ;
959 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
958 -> 959 ;
960 [label="X[16] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
958 -> 960 ;
961 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
960 -> 961 ;
962 [label="X[22] <= 292.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
960 -> 962 ;
963 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
962 -> 963 ;
964 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
962 -> 964 ;
965 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
957 -> 965 ;
966 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
954 -> 966 ;
967 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
953 -> 967 ;
968 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
950 -> 968 ;
969 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
947 -> 969 ;
970 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
946 -> 970 ;
971 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
945 -> 971 ;
972 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
938 -> 972 ;
973 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
937 -> 973 ;
974 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
936 -> 974 ;
975 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
935 -> 975 ;
976 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
934 -> 976 ;
977 [label="X[13] <= 250.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
933 -> 977 ;
978 [label="X[4] <= 68.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
977 -> 978 ;
979 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
978 -> 979 ;
980 [label="X[4] <= 71.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
978 -> 980 ;
981 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
980 -> 981 ;
982 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
980 -> 982 ;
983 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
977 -> 983 ;
984 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
932 -> 984 ;
985 [label="X[16] <= 465.0\ngini = 0.087\nsamples = 22\nvalue = [21, 1]"] ;
931 -> 985 ;
986 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
985 -> 986 ;
987 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
985 -> 987 ;
988 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
987 -> 988 ;
989 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
987 -> 989 ;
990 [label="X[12] <= 4108.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
930 -> 990 ;
991 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
990 -> 991 ;
992 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
990 -> 992 ;
993 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
929 -> 993 ;
994 [label="X[0] <= 335000.0\ngini = 0.49\nsamples = 249\nvalue = [142, 107]"] ;
928 -> 994 ;
995 [label="X[20] <= 347.5\ngini = 0.476\nsamples = 210\nvalue = [128, 82]"] ;
994 -> 995 ;
996 [label="X[0] <= 155000.0\ngini = 0.498\nsamples = 134\nvalue = [71, 63]"] ;
995 -> 996 ;
997 [label="X[21] <= 384.0\ngini = 0.482\nsamples = 64\nvalue = [26, 38]"] ;
996 -> 997 ;
998 [label="X[7] <= -1.5\ngini = 0.499\nsamples = 52\nvalue = [25, 27]"] ;
997 -> 998 ;
999 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 27\nvalue = [9, 18]"] ;
998 -> 999 ;
1000 [label="X[4] <= 52.0\ngini = 0.49\nsamples = 21\nvalue = [9, 12]"] ;
999 -> 1000 ;
1001 [label="X[4] <= 46.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
1000 -> 1001 ;
1002 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1001 -> 1002 ;
1003 [label="X[0] <= 30000.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
1001 -> 1003 ;
1004 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1003 -> 1004 ;
1005 [label="X[0] <= 70000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
1003 -> 1005 ;
1006 [label="X[0] <= 55000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1005 -> 1006 ;
1007 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1006 -> 1007 ;
1008 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1006 -> 1008 ;
1009 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1005 -> 1009 ;
1010 [label="X[4] <= 58.0\ngini = 0.375\nsamples = 12\nvalue = [3, 9]"] ;
1000 -> 1010 ;
1011 [label="X[4] <= 53.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
1010 -> 1011 ;
1012 [label="X[0] <= 75000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1011 -> 1012 ;
1013 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1012 -> 1013 ;
1014 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1012 -> 1014 ;
1015 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1011 -> 1015 ;
1016 [label="X[4] <= 66.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1010 -> 1016 ;
1017 [label="X[0] <= 25000.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
1016 -> 1017 ;
1018 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1017 -> 1018 ;
1019 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1017 -> 1019 ;
1020 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1019 -> 1020 ;
1021 [label="X[0] <= 90000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1019 -> 1021 ;
1022 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1021 -> 1022 ;
1023 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1021 -> 1023 ;
1024 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1016 -> 1024 ;
1025 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
999 -> 1025 ;
1026 [label="X[11] <= 303.5\ngini = 0.461\nsamples = 25\nvalue = [16, 9]"] ;
998 -> 1026 ;
1027 [label="X[0] <= 15000.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
1026 -> 1027 ;
1028 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1027 -> 1028 ;
1029 [label="X[12] <= -312.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
1027 -> 1029 ;
1030 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1029 -> 1030 ;
1031 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
1029 -> 1031 ;
1032 [label="X[14] <= 706.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
1026 -> 1032 ;
1033 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
1032 -> 1033 ;
1034 [label="X[4] <= 47.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1032 -> 1034 ;
1035 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1034 -> 1035 ;
1036 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1034 -> 1036 ;
1037 [label="X[19] <= 640.0\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
997 -> 1037 ;
1038 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
1037 -> 1038 ;
1039 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1037 -> 1039 ;
1040 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1039 -> 1040 ;
1041 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1039 -> 1041 ;
1042 [label="X[4] <= 61.5\ngini = 0.459\nsamples = 70\nvalue = [45, 25]"] ;
996 -> 1042 ;
1043 [label="X[20] <= 303.5\ngini = 0.441\nsamples = 67\nvalue = [45, 22]"] ;
1042 -> 1043 ;
1044 [label="X[3] <= 1.5\ngini = 0.412\nsamples = 62\nvalue = [44, 18]"] ;
1043 -> 1044 ;
1045 [label="X[4] <= 55.5\ngini = 0.366\nsamples = 54\nvalue = [41, 13]"] ;
1044 -> 1045 ;
1046 [label="X[11] <= 143.5\ngini = 0.278\nsamples = 42\nvalue = [35, 7]"] ;
1045 -> 1046 ;
1047 [label="X[11] <= 45.0\ngini = 0.35\nsamples = 31\nvalue = [24, 7]"] ;
1046 -> 1047 ;
1048 [label="X[12] <= 2070.5\ngini = 0.285\nsamples = 29\nvalue = [24, 5]"] ;
1047 -> 1048 ;
1049 [label="X[8] <= -1.5\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
1048 -> 1049 ;
1050 [label="X[0] <= 170000.0\ngini = 0.204\nsamples = 26\nvalue = [23, 3]"] ;
1049 -> 1050 ;
1051 [label="X[4] <= 47.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1050 -> 1051 ;
1052 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1051 -> 1052 ;
1053 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1051 -> 1053 ;
1054 [label="X[4] <= 52.5\ngini = 0.153\nsamples = 24\nvalue = [22, 2]"] ;
1050 -> 1054 ;
1055 [label="X[4] <= 48.5\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
1054 -> 1055 ;
1056 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1055 -> 1056 ;
1057 [label="X[4] <= 49.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
1055 -> 1057 ;
1058 [label="X[21] <= 3473.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1057 -> 1058 ;
1059 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1058 -> 1059 ;
1060 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1058 -> 1060 ;
1061 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1057 -> 1061 ;
1062 [label="X[4] <= 53.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1054 -> 1062 ;
1063 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1062 -> 1063 ;
1064 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1062 -> 1064 ;
1065 [label="X[8] <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1049 -> 1065 ;
1066 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1065 -> 1066 ;
1067 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1065 -> 1067 ;
1068 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1048 -> 1068 ;
1069 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1047 -> 1069 ;
1070 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
1046 -> 1070 ;
1071 [label="X[18] <= 195.0\ngini = 0.5\nsamples = 12\nvalue = [6, 6]"] ;
1045 -> 1071 ;
1072 [label="X[10] <= -1.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
1071 -> 1072 ;
1073 [label="X[0] <= 260000.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
1072 -> 1073 ;
1074 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1073 -> 1074 ;
1075 [label="X[4] <= 58.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1073 -> 1075 ;
1076 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1075 -> 1076 ;
1077 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1075 -> 1077 ;
1078 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1072 -> 1078 ;
1079 [label="X[18] <= 3013.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1071 -> 1079 ;
1080 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1079 -> 1080 ;
1081 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1079 -> 1081 ;
1082 [label="X[0] <= 190000.0\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
1044 -> 1082 ;
1083 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1082 -> 1083 ;
1084 [label="X[2] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
1082 -> 1084 ;
1085 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1084 -> 1085 ;
1086 [label="X[13] <= 1807.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1084 -> 1086 ;
1087 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1086 -> 1087 ;
1088 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1086 -> 1088 ;
1089 [label="X[0] <= 175000.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
1043 -> 1089 ;
1090 [label="X[4] <= 50.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1089 -> 1090 ;
1091 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1090 -> 1091 ;
1092 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1090 -> 1092 ;
1093 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1089 -> 1093 ;
1094 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1042 -> 1094 ;
1095 [label="X[18] <= 391.0\ngini = 0.375\nsamples = 76\nvalue = [57, 19]"] ;
995 -> 1095 ;
1096 [label="X[22] <= 1689.0\ngini = 0.475\nsamples = 36\nvalue = [22, 14]"] ;
1095 -> 1096 ;
1097 [label="X[8] <= -1.5\ngini = 0.5\nsamples = 28\nvalue = [14, 14]"] ;
1096 -> 1097 ;
1098 [label="X[21] <= 443.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
1097 -> 1098 ;
1099 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1098 -> 1099 ;
1100 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1098 -> 1100 ;
1101 [label="X[0] <= 205000.0\ngini = 0.483\nsamples = 22\nvalue = [9, 13]"] ;
1097 -> 1101 ;
1102 [label="X[16] <= 158.0\ngini = 0.5\nsamples = 18\nvalue = [9, 9]"] ;
1101 -> 1102 ;
1103 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1102 -> 1103 ;
1104 [label="X[0] <= 90000.0\ngini = 0.48\nsamples = 15\nvalue = [9, 6]"] ;
1102 -> 1104 ;
1105 [label="X[3] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1104 -> 1105 ;
1106 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1105 -> 1106 ;
1107 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1105 -> 1107 ;
1108 [label="X[15] <= 853.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
1104 -> 1108 ;
1109 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1108 -> 1109 ;
1110 [label="X[0] <= 110000.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1108 -> 1110 ;
1111 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1110 -> 1111 ;
1112 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1110 -> 1112 ;
1113 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1101 -> 1113 ;
1114 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1096 -> 1114 ;
1115 [label="X[4] <= 47.5\ngini = 0.219\nsamples = 40\nvalue = [35, 5]"] ;
1095 -> 1115 ;
1116 [label="X[18] <= 1264.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1115 -> 1116 ;
1117 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1116 -> 1117 ;
1118 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1116 -> 1118 ;
1119 [label="X[11] <= -3888.0\ngini = 0.111\nsamples = 34\nvalue = [32, 2]"] ;
1115 -> 1119 ;
1120 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1119 -> 1120 ;
1121 [label="X[18] <= 440.5\ngini = 0.059\nsamples = 33\nvalue = [32, 1]"] ;
1119 -> 1121 ;
1122 [label="X[13] <= 437.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1121 -> 1122 ;
1123 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1122 -> 1123 ;
1124 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1122 -> 1124 ;
1125 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
1121 -> 1125 ;
1126 [label="X[4] <= 53.0\ngini = 0.46\nsamples = 39\nvalue = [14, 25]"] ;
994 -> 1126 ;
1127 [label="X[8] <= -1.5\ngini = 0.499\nsamples = 25\nvalue = [13, 12]"] ;
1126 -> 1127 ;
1128 [label="X[0] <= 385000.0\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
1127 -> 1128 ;
1129 [label="X[2] <= 1.5\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
1128 -> 1129 ;
1130 [label="X[0] <= 370000.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
1129 -> 1130 ;
1131 [label="X[4] <= 50.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
1130 -> 1131 ;
1132 [label="X[3] <= 1.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1131 -> 1132 ;
1133 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1132 -> 1133 ;
1134 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1132 -> 1134 ;
1135 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1134 -> 1135 ;
1136 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1134 -> 1136 ;
1137 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1131 -> 1137 ;
1138 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1130 -> 1138 ;
1139 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1129 -> 1139 ;
1140 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1128 -> 1140 ;
1141 [label="X[19] <= 161.0\ngini = 0.32\nsamples = 10\nvalue = [2, 8]"] ;
1127 -> 1141 ;
1142 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1141 -> 1142 ;
1143 [label="X[18] <= 588.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1141 -> 1143 ;
1144 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1143 -> 1144 ;
1145 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1143 -> 1145 ;
1146 [label="X[19] <= 674.5\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
1126 -> 1146 ;
1147 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
1146 -> 1147 ;
1148 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1146 -> 1148 ;
1149 [label="X[7] <= 1.5\ngini = 0.282\nsamples = 2939\nvalue = [2439, 500]"] ;
3 -> 1149 ;
1150 [label="X[9] <= 1.0\ngini = 0.264\nsamples = 2725\nvalue = [2298, 427]"] ;
1149 -> 1150 ;
1151 [label="X[0] <= 175000.0\ngini = 0.254\nsamples = 2609\nvalue = [2220, 389]"] ;
1150 -> 1151 ;
1152 [label="X[11] <= 12985.5\ngini = 0.286\nsamples = 1601\nvalue = [1324, 277]"] ;
1151 -> 1152 ;
1153 [label="X[13] <= 54909.5\ngini = 0.326\nsamples = 706\nvalue = [561, 145]"] ;
1152 -> 1153 ;
1154 [label="X[21] <= 785.0\ngini = 0.324\nsamples = 704\nvalue = [561, 143]"] ;
1153 -> 1154 ;
1155 [label="X[8] <= 1.0\ngini = 0.357\nsamples = 499\nvalue = [383, 116]"] ;
1154 -> 1155 ;
1156 [label="X[13] <= 27047.0\ngini = 0.345\nsamples = 474\nvalue = [369, 105]"] ;
1155 -> 1156 ;
1157 [label="X[16] <= 15738.0\ngini = 0.34\nsamples = 470\nvalue = [368, 102]"] ;
1156 -> 1157 ;
1158 [label="X[11] <= 12528.0\ngini = 0.335\nsamples = 466\nvalue = [367, 99]"] ;
1157 -> 1158 ;
1159 [label="X[3] <= 1.5\ngini = 0.328\nsamples = 459\nvalue = [364, 95]"] ;
1158 -> 1159 ;
1160 [label="X[2] <= 2.5\ngini = 0.379\nsamples = 177\nvalue = [132, 45]"] ;
1159 -> 1160 ;
1161 [label="X[17] <= 1119.5\ngini = 0.424\nsamples = 128\nvalue = [89, 39]"] ;
1160 -> 1161 ;
1162 [label="X[17] <= 1069.5\ngini = 0.475\nsamples = 67\nvalue = [41, 26]"] ;
1161 -> 1162 ;
1163 [label="X[15] <= 876.0\ngini = 0.46\nsamples = 64\nvalue = [41, 23]"] ;
1162 -> 1163 ;
1164 [label="X[20] <= 791.0\ngini = 0.484\nsamples = 56\nvalue = [33, 23]"] ;
1163 -> 1164 ;
1165 [label="X[1] <= 1.5\ngini = 0.464\nsamples = 52\nvalue = [33, 19]"] ;
1164 -> 1165 ;
1166 [label="X[19] <= 324.0\ngini = 0.484\nsamples = 17\nvalue = [7, 10]"] ;
1165 -> 1166 ;
1167 [label="X[4] <= 57.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
1166 -> 1167 ;
1168 [label="X[0] <= 90000.0\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
1167 -> 1168 ;
1169 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1168 -> 1169 ;
1170 [label="X[0] <= 130000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1168 -> 1170 ;
1171 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1170 -> 1171 ;
1172 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1170 -> 1172 ;
1173 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1167 -> 1173 ;
1174 [label="X[18] <= 679.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
1166 -> 1174 ;
1175 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1174 -> 1175 ;
1176 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1174 -> 1176 ;
1177 [label="X[10] <= -1.5\ngini = 0.382\nsamples = 35\nvalue = [26, 9]"] ;
1165 -> 1177 ;
1178 [label="X[4] <= 34.5\ngini = 0.285\nsamples = 29\nvalue = [24, 5]"] ;
1177 -> 1178 ;
1179 [label="X[0] <= 65000.0\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
1178 -> 1179 ;
1180 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1179 -> 1180 ;
1181 [label="X[11] <= 3422.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
1179 -> 1181 ;
1182 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1181 -> 1182 ;
1183 [label="X[5] <= -0.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
1181 -> 1183 ;
1184 [label="X[0] <= 90000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1183 -> 1184 ;
1185 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1184 -> 1185 ;
1186 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1184 -> 1186 ;
1187 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1183 -> 1187 ;
1188 [label="X[17] <= 1003.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
1178 -> 1188 ;
1189 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
1188 -> 1189 ;
1190 [label="X[11] <= 7805.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1188 -> 1190 ;
1191 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1190 -> 1191 ;
1192 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1190 -> 1192 ;
1193 [label="X[4] <= 42.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1177 -> 1193 ;
1194 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1193 -> 1194 ;
1195 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1193 -> 1195 ;
1196 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1164 -> 1196 ;
1197 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1163 -> 1197 ;
1198 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1162 -> 1198 ;
1199 [label="X[0] <= 95000.0\ngini = 0.335\nsamples = 61\nvalue = [48, 13]"] ;
1161 -> 1199 ;
1200 [label="X[19] <= 496.5\ngini = 0.214\nsamples = 41\nvalue = [36, 5]"] ;
1199 -> 1200 ;
1201 [label="X[17] <= 1204.0\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
1200 -> 1201 ;
1202 [label="X[0] <= 65000.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
1201 -> 1202 ;
1203 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1202 -> 1203 ;
1204 [label="X[22] <= 138.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1202 -> 1204 ;
1205 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1204 -> 1205 ;
1206 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1204 -> 1206 ;
1207 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
1201 -> 1207 ;
1208 [label="X[0] <= 25000.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1200 -> 1208 ;
1209 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1208 -> 1209 ;
1210 [label="X[18] <= 1400.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1208 -> 1210 ;
1211 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1210 -> 1211 ;
1212 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1210 -> 1212 ;
1213 [label="X[21] <= 34.5\ngini = 0.48\nsamples = 20\nvalue = [12, 8]"] ;
1199 -> 1213 ;
1214 [label="X[4] <= 39.5\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
1213 -> 1214 ;
1215 [label="X[17] <= 6743.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
1214 -> 1215 ;
1216 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1215 -> 1216 ;
1217 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1215 -> 1217 ;
1218 [label="X[19] <= 195.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
1214 -> 1218 ;
1219 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1218 -> 1219 ;
1220 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1218 -> 1220 ;
1221 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1213 -> 1221 ;
1222 [label="X[4] <= 49.5\ngini = 0.215\nsamples = 49\nvalue = [43, 6]"] ;
1160 -> 1222 ;
1223 [label="X[16] <= 9459.5\ngini = 0.1\nsamples = 38\nvalue = [36, 2]"] ;
1222 -> 1223 ;
1224 [label="X[21] <= 771.0\ngini = 0.053\nsamples = 37\nvalue = [36, 1]"] ;
1223 -> 1224 ;
1225 [label="gini = 0.0\nsamples = 36\nvalue = [36, 0]"] ;
1224 -> 1225 ;
1226 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1224 -> 1226 ;
1227 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1223 -> 1227 ;
1228 [label="X[11] <= 5879.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
1222 -> 1228 ;
1229 [label="X[12] <= 343.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1228 -> 1229 ;
1230 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1229 -> 1230 ;
1231 [label="X[4] <= 51.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1229 -> 1231 ;
1232 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1231 -> 1232 ;
1233 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1231 -> 1233 ;
1234 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1228 -> 1234 ;
1235 [label="X[5] <= 0.5\ngini = 0.292\nsamples = 282\nvalue = [232, 50]"] ;
1159 -> 1235 ;
1236 [label="X[15] <= 9112.5\ngini = 0.285\nsamples = 279\nvalue = [231, 48]"] ;
1235 -> 1236 ;
1237 [label="X[11] <= 3170.5\ngini = 0.258\nsamples = 237\nvalue = [201, 36]"] ;
1236 -> 1237 ;
1238 [label="X[11] <= 2845.5\ngini = 0.331\nsamples = 105\nvalue = [83, 22]"] ;
1237 -> 1238 ;
1239 [label="X[2] <= 1.5\ngini = 0.278\nsamples = 96\nvalue = [80, 16]"] ;
1238 -> 1239 ;
1240 [label="X[18] <= 293.0\ngini = 0.169\nsamples = 43\nvalue = [39, 4]"] ;
1239 -> 1240 ;
1241 [label="X[13] <= 170.0\ngini = 0.26\nsamples = 26\nvalue = [22, 4]"] ;
1240 -> 1241 ;
1242 [label="X[12] <= 14897.0\ngini = 0.211\nsamples = 25\nvalue = [22, 3]"] ;
1241 -> 1242 ;
1243 [label="X[4] <= 36.5\ngini = 0.159\nsamples = 23\nvalue = [21, 2]"] ;
1242 -> 1243 ;
1244 [label="X[11] <= 967.0\ngini = 0.091\nsamples = 21\nvalue = [20, 1]"] ;
1243 -> 1244 ;
1245 [label="X[11] <= 913.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1244 -> 1245 ;
1246 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1245 -> 1246 ;
1247 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1245 -> 1247 ;
1248 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
1244 -> 1248 ;
1249 [label="X[16] <= 199.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1243 -> 1249 ;
1250 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1249 -> 1250 ;
1251 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1249 -> 1251 ;
1252 [label="X[0] <= 110000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1242 -> 1252 ;
1253 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1252 -> 1253 ;
1254 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1252 -> 1254 ;
1255 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1241 -> 1255 ;
1256 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
1240 -> 1256 ;
1257 [label="X[13] <= 5094.5\ngini = 0.35\nsamples = 53\nvalue = [41, 12]"] ;
1239 -> 1257 ;
1258 [label="X[18] <= 1900.5\ngini = 0.402\nsamples = 43\nvalue = [31, 12]"] ;
1257 -> 1258 ;
1259 [label="X[4] <= 25.5\ngini = 0.369\nsamples = 41\nvalue = [31, 10]"] ;
1258 -> 1259 ;
1260 [label="X[1] <= 1.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
1259 -> 1260 ;
1261 [label="X[13] <= 195.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
1260 -> 1261 ;
1262 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1261 -> 1262 ;
1263 [label="X[21] <= 610.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1261 -> 1263 ;
1264 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1263 -> 1264 ;
1265 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1263 -> 1265 ;
1266 [label="X[10] <= -0.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
1260 -> 1266 ;
1267 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1266 -> 1267 ;
1268 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1266 -> 1268 ;
1269 [label="X[0] <= 85000.0\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
1259 -> 1269 ;
1270 [label="X[4] <= 35.0\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
1269 -> 1270 ;
1271 [label="X[16] <= 345.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1270 -> 1271 ;
1272 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1271 -> 1272 ;
1273 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1271 -> 1273 ;
1274 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1270 -> 1274 ;
1275 [label="X[11] <= 2481.5\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
1269 -> 1275 ;
1276 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
1275 -> 1276 ;
1277 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1275 -> 1277 ;
1278 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1277 -> 1278 ;
1279 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1277 -> 1279 ;
1280 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1258 -> 1280 ;
1281 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
1257 -> 1281 ;
1282 [label="X[18] <= 947.5\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
1238 -> 1282 ;
1283 [label="X[0] <= 70000.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1282 -> 1283 ;
1284 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1283 -> 1284 ;
1285 [label="X[15] <= 793.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1283 -> 1285 ;
1286 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1285 -> 1286 ;
1287 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1285 -> 1287 ;
1288 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1282 -> 1288 ;
1289 [label="X[16] <= -945.0\ngini = 0.19\nsamples = 132\nvalue = [118, 14]"] ;
1237 -> 1289 ;
1290 [label="X[11] <= 5709.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1289 -> 1290 ;
1291 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1290 -> 1291 ;
1292 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1290 -> 1292 ;
1293 [label="X[22] <= 499.0\ngini = 0.18\nsamples = 130\nvalue = [117, 13]"] ;
1289 -> 1293 ;
1294 [label="X[0] <= 145000.0\ngini = 0.123\nsamples = 91\nvalue = [85, 6]"] ;
1293 -> 1294 ;
1295 [label="X[0] <= 25000.0\ngini = 0.079\nsamples = 73\nvalue = [70, 3]"] ;
1294 -> 1295 ;
1296 [label="X[11] <= 9846.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]"] ;
1295 -> 1296 ;
1297 [label="X[12] <= 9739.0\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
1296 -> 1297 ;
1298 [label="X[18] <= 2550.0\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
1297 -> 1298 ;
1299 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
1298 -> 1299 ;
1300 [label="X[2] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1298 -> 1300 ;
1301 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1300 -> 1301 ;
1302 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1300 -> 1302 ;
1303 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1297 -> 1303 ;
1304 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1296 -> 1304 ;
1305 [label="gini = 0.0\nsamples = 53\nvalue = [53, 0]"] ;
1295 -> 1305 ;
1306 [label="X[4] <= 26.5\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
1294 -> 1306 ;
1307 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1306 -> 1307 ;
1308 [label="X[0] <= 155000.0\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
1306 -> 1308 ;
1309 [label="X[17] <= 199.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
1308 -> 1309 ;
1310 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1309 -> 1310 ;
1311 [label="X[13] <= 1006.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
1309 -> 1311 ;
1312 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1311 -> 1312 ;
1313 [label="X[18] <= 3506.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1311 -> 1313 ;
1314 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1313 -> 1314 ;
1315 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1313 -> 1315 ;
1316 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1308 -> 1316 ;
1317 [label="X[6] <= -1.5\ngini = 0.295\nsamples = 39\nvalue = [32, 7]"] ;
1293 -> 1317 ;
1318 [label="X[20] <= 1331.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1317 -> 1318 ;
1319 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1318 -> 1319 ;
1320 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1318 -> 1320 ;
1321 [label="X[14] <= 12413.5\ngini = 0.202\nsamples = 35\nvalue = [31, 4]"] ;
1317 -> 1321 ;
1322 [label="X[16] <= 9180.0\ngini = 0.161\nsamples = 34\nvalue = [31, 3]"] ;
1321 -> 1322 ;
1323 [label="X[19] <= 552.0\ngini = 0.117\nsamples = 32\nvalue = [30, 2]"] ;
1322 -> 1323 ;
1324 [label="X[8] <= -1.5\ngini = 0.067\nsamples = 29\nvalue = [28, 1]"] ;
1323 -> 1324 ;
1325 [label="X[4] <= 26.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1324 -> 1325 ;
1326 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1325 -> 1326 ;
1327 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1325 -> 1327 ;
1328 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
1324 -> 1328 ;
1329 [label="X[22] <= 1094.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1323 -> 1329 ;
1330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1329 -> 1330 ;
1331 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1329 -> 1331 ;
1332 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1322 -> 1332 ;
1333 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1332 -> 1333 ;
1334 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1332 -> 1334 ;
1335 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1321 -> 1335 ;
1336 [label="X[15] <= 9554.0\ngini = 0.408\nsamples = 42\nvalue = [30, 12]"] ;
1236 -> 1336 ;
1337 [label="X[2] <= 2.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
1336 -> 1337 ;
1338 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1337 -> 1338 ;
1339 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1337 -> 1339 ;
1340 [label="X[16] <= 205.0\ngini = 0.257\nsamples = 33\nvalue = [28, 5]"] ;
1336 -> 1340 ;
1341 [label="X[4] <= 28.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1340 -> 1341 ;
1342 [label="X[19] <= 100.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1341 -> 1342 ;
1343 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1342 -> 1343 ;
1344 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1342 -> 1344 ;
1345 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1341 -> 1345 ;
1346 [label="X[12] <= 11609.5\ngini = 0.137\nsamples = 27\nvalue = [25, 2]"] ;
1340 -> 1346 ;
1347 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
1346 -> 1347 ;
1348 [label="X[11] <= 12000.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1346 -> 1348 ;
1349 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1348 -> 1349 ;
1350 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1348 -> 1350 ;
1351 [label="X[14] <= 231.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1235 -> 1351 ;
1352 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1351 -> 1352 ;
1353 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1351 -> 1353 ;
1354 [label="X[1] <= 1.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
1158 -> 1354 ;
1355 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1354 -> 1355 ;
1356 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1354 -> 1356 ;
1357 [label="X[0] <= 15000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1157 -> 1357 ;
1358 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1357 -> 1358 ;
1359 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1357 -> 1359 ;
1360 [label="X[18] <= 37160.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1156 -> 1360 ;
1361 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1360 -> 1361 ;
1362 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1360 -> 1362 ;
1363 [label="X[18] <= 2038.0\ngini = 0.493\nsamples = 25\nvalue = [14, 11]"] ;
1155 -> 1363 ;
1364 [label="X[13] <= 2058.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
1363 -> 1364 ;
1365 [label="X[10] <= -0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1364 -> 1365 ;
1366 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1365 -> 1366 ;
1367 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1365 -> 1367 ;
1368 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
1364 -> 1368 ;
1369 [label="X[17] <= 1271.5\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
1363 -> 1369 ;
1370 [label="X[13] <= 11946.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1369 -> 1370 ;
1371 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1370 -> 1371 ;
1372 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1370 -> 1372 ;
1373 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1369 -> 1373 ;
1374 [label="X[4] <= 50.5\ngini = 0.229\nsamples = 205\nvalue = [178, 27]"] ;
1154 -> 1374 ;
1375 [label="X[11] <= 6378.5\ngini = 0.201\nsamples = 194\nvalue = [172, 22]"] ;
1374 -> 1375 ;
1376 [label="X[22] <= 555.0\ngini = 0.112\nsamples = 118\nvalue = [111, 7]"] ;
1375 -> 1376 ;
1377 [label="X[20] <= 7137.0\ngini = 0.237\nsamples = 51\nvalue = [44, 7]"] ;
1376 -> 1377 ;
1378 [label="X[11] <= 1274.5\ngini = 0.187\nsamples = 48\nvalue = [43, 5]"] ;
1377 -> 1378 ;
1379 [label="X[10] <= -1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1378 -> 1379 ;
1380 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1379 -> 1380 ;
1381 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1379 -> 1381 ;
1382 [label="X[16] <= 1915.5\ngini = 0.124\nsamples = 45\nvalue = [42, 3]"] ;
1378 -> 1382 ;
1383 [label="X[20] <= 2923.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
1382 -> 1383 ;
1384 [label="X[0] <= 155000.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
1383 -> 1384 ;
1385 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1384 -> 1385 ;
1386 [label="X[19] <= 160.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1384 -> 1386 ;
1387 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1386 -> 1387 ;
1388 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1386 -> 1388 ;
1389 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1383 -> 1389 ;
1390 [label="X[19] <= 617.5\ngini = 0.054\nsamples = 36\nvalue = [35, 1]"] ;
1382 -> 1390 ;
1391 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
1390 -> 1391 ;
1392 [label="X[11] <= 3658.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1390 -> 1392 ;
1393 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1392 -> 1393 ;
1394 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1392 -> 1394 ;
1395 [label="X[18] <= 195.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1377 -> 1395 ;
1396 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1395 -> 1396 ;
1397 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1395 -> 1397 ;
1398 [label="gini = 0.0\nsamples = 67\nvalue = [67, 0]"] ;
1376 -> 1398 ;
1399 [label="X[0] <= 55000.0\ngini = 0.317\nsamples = 76\nvalue = [61, 15]"] ;
1375 -> 1399 ;
1400 [label="X[11] <= 9865.5\ngini = 0.416\nsamples = 44\nvalue = [31, 13]"] ;
1399 -> 1400 ;
1401 [label="X[20] <= 1487.0\ngini = 0.499\nsamples = 21\nvalue = [11, 10]"] ;
1400 -> 1401 ;
1402 [label="X[20] <= 640.0\ngini = 0.469\nsamples = 16\nvalue = [6, 10]"] ;
1401 -> 1402 ;
1403 [label="X[11] <= 7894.0\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
1402 -> 1403 ;
1404 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1403 -> 1404 ;
1405 [label="X[18] <= 1656.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
1403 -> 1405 ;
1406 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1405 -> 1406 ;
1407 [label="X[0] <= 35000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1405 -> 1407 ;
1408 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1407 -> 1408 ;
1409 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1407 -> 1409 ;
1410 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1402 -> 1410 ;
1411 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1401 -> 1411 ;
1412 [label="X[13] <= 1602.5\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
1400 -> 1412 ;
1413 [label="X[15] <= 435.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1412 -> 1413 ;
1414 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1413 -> 1414 ;
1415 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1413 -> 1415 ;
1416 [label="X[12] <= 14121.5\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
1412 -> 1416 ;
1417 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
1416 -> 1417 ;
1418 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1416 -> 1418 ;
1419 [label="X[11] <= 6437.0\ngini = 0.117\nsamples = 32\nvalue = [30, 2]"] ;
1399 -> 1419 ;
1420 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1419 -> 1420 ;
1421 [label="X[4] <= 23.5\ngini = 0.062\nsamples = 31\nvalue = [30, 1]"] ;
1419 -> 1421 ;
1422 [label="X[9] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1421 -> 1422 ;
1423 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1422 -> 1423 ;
1424 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1422 -> 1424 ;
1425 [label="gini = 0.0\nsamples = 29\nvalue = [29, 0]"] ;
1421 -> 1425 ;
1426 [label="X[18] <= 2371.5\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
1374 -> 1426 ;
1427 [label="X[18] <= 573.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
1426 -> 1427 ;
1428 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1427 -> 1428 ;
1429 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1427 -> 1429 ;
1430 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1426 -> 1430 ;
1431 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1153 -> 1431 ;
1432 [label="X[12] <= 28847.5\ngini = 0.251\nsamples = 895\nvalue = [763, 132]"] ;
1152 -> 1432 ;
1433 [label="X[15] <= -1793.0\ngini = 0.2\nsamples = 498\nvalue = [442, 56]"] ;
1432 -> 1433 ;
1434 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1433 -> 1434 ;
1435 [label="X[17] <= 30017.0\ngini = 0.191\nsamples = 495\nvalue = [442, 53]"] ;
1433 -> 1435 ;
1436 [label="X[0] <= 15000.0\ngini = 0.185\nsamples = 493\nvalue = [442, 51]"] ;
1435 -> 1436 ;
1437 [label="X[4] <= 24.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1436 -> 1437 ;
1438 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1437 -> 1438 ;
1439 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1437 -> 1439 ;
1440 [label="X[14] <= 35748.5\ngini = 0.18\nsamples = 490\nvalue = [441, 49]"] ;
1436 -> 1440 ;
1441 [label="X[10] <= 2.5\ngini = 0.177\nsamples = 489\nvalue = [441, 48]"] ;
1440 -> 1441 ;
1442 [label="X[4] <= 29.5\ngini = 0.174\nsamples = 488\nvalue = [441, 47]"] ;
1441 -> 1442 ;
1443 [label="X[5] <= -0.5\ngini = 0.11\nsamples = 222\nvalue = [209, 13]"] ;
1442 -> 1443 ;
1444 [label="X[12] <= 18697.0\ngini = 0.351\nsamples = 22\nvalue = [17, 5]"] ;
1443 -> 1444 ;
1445 [label="X[13] <= -36.5\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
1444 -> 1445 ;
1446 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1445 -> 1446 ;
1447 [label="X[11] <= 13938.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
1445 -> 1447 ;
1448 [label="X[7] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1447 -> 1448 ;
1449 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1448 -> 1449 ;
1450 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1448 -> 1450 ;
1451 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
1447 -> 1451 ;
1452 [label="X[4] <= 25.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1444 -> 1452 ;
1453 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1452 -> 1453 ;
1454 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1452 -> 1454 ;
1455 [label="X[17] <= 20850.0\ngini = 0.077\nsamples = 200\nvalue = [192, 8]"] ;
1443 -> 1455 ;
1456 [label="X[8] <= 1.0\ngini = 0.068\nsamples = 198\nvalue = [191, 7]"] ;
1455 -> 1456 ;
1457 [label="X[17] <= 1235.0\ngini = 0.035\nsamples = 170\nvalue = [167, 3]"] ;
1456 -> 1457 ;
1458 [label="X[14] <= 14724.5\ngini = 0.12\nsamples = 47\nvalue = [44, 3]"] ;
1457 -> 1458 ;
1459 [label="X[10] <= 1.0\ngini = 0.083\nsamples = 46\nvalue = [44, 2]"] ;
1458 -> 1459 ;
1460 [label="X[4] <= 22.5\ngini = 0.044\nsamples = 44\nvalue = [43, 1]"] ;
1459 -> 1460 ;
1461 [label="X[12] <= 13015.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
1460 -> 1461 ;
1462 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1461 -> 1462 ;
1463 [label="X[4] <= 21.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1461 -> 1463 ;
1464 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1463 -> 1464 ;
1465 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1463 -> 1465 ;
1466 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]"] ;
1460 -> 1466 ;
1467 [label="X[20] <= 8119.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1459 -> 1467 ;
1468 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1467 -> 1468 ;
1469 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1467 -> 1469 ;
1470 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1458 -> 1470 ;
1471 [label="gini = 0.0\nsamples = 123\nvalue = [123, 0]"] ;
1457 -> 1471 ;
1472 [label="X[20] <= 3502.0\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
1456 -> 1472 ;
1473 [label="X[22] <= 1450.0\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
1472 -> 1473 ;
1474 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
1473 -> 1474 ;
1475 [label="X[16] <= 18055.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
1473 -> 1475 ;
1476 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1475 -> 1476 ;
1477 [label="X[11] <= 27281.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1475 -> 1477 ;
1478 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1477 -> 1478 ;
1479 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1477 -> 1479 ;
1480 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1472 -> 1480 ;
1481 [label="X[17] <= 22668.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1455 -> 1481 ;
1482 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1481 -> 1482 ;
1483 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1481 -> 1483 ;
1484 [label="X[18] <= 3550.0\ngini = 0.223\nsamples = 266\nvalue = [232, 34]"] ;
1442 -> 1484 ;
1485 [label="X[18] <= 2261.5\ngini = 0.247\nsamples = 235\nvalue = [201, 34]"] ;
1484 -> 1485 ;
1486 [label="X[17] <= 1699.5\ngini = 0.213\nsamples = 214\nvalue = [188, 26]"] ;
1485 -> 1486 ;
1487 [label="X[21] <= 185.0\ngini = 0.255\nsamples = 173\nvalue = [147, 26]"] ;
1486 -> 1487 ;
1488 [label="X[19] <= 620.5\ngini = 0.352\nsamples = 79\nvalue = [61, 18]"] ;
1487 -> 1488 ;
1489 [label="X[17] <= 1638.0\ngini = 0.317\nsamples = 76\nvalue = [61, 15]"] ;
1488 -> 1489 ;
1490 [label="X[6] <= -0.5\ngini = 0.304\nsamples = 75\nvalue = [61, 14]"] ;
1489 -> 1490 ;
1491 [label="X[12] <= 70.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1490 -> 1491 ;
1492 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1491 -> 1492 ;
1493 [label="X[9] <= -1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1491 -> 1493 ;
1494 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1493 -> 1494 ;
1495 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1493 -> 1495 ;
1496 [label="X[22] <= 26.0\ngini = 0.268\nsamples = 69\nvalue = [58, 11]"] ;
1490 -> 1496 ;
1497 [label="X[18] <= 1450.0\ngini = 0.215\nsamples = 57\nvalue = [50, 7]"] ;
1496 -> 1497 ;
1498 [label="X[12] <= 9644.0\ngini = 0.191\nsamples = 56\nvalue = [50, 6]"] ;
1497 -> 1498 ;
1499 [label="X[17] <= 1441.5\ngini = 0.272\nsamples = 37\nvalue = [31, 6]"] ;
1498 -> 1499 ;
1500 [label="X[0] <= 25000.0\ngini = 0.239\nsamples = 36\nvalue = [31, 5]"] ;
1499 -> 1500 ;
1501 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1500 -> 1501 ;
1502 [label="X[11] <= 30650.0\ngini = 0.202\nsamples = 35\nvalue = [31, 4]"] ;
1500 -> 1502 ;
1503 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
1502 -> 1503 ;
1504 [label="X[11] <= 32116.5\ngini = 0.287\nsamples = 23\nvalue = [19, 4]"] ;
1502 -> 1504 ;
1505 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1504 -> 1505 ;
1506 [label="X[1] <= 1.5\ngini = 0.236\nsamples = 22\nvalue = [19, 3]"] ;
1504 -> 1506 ;
1507 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1506 -> 1507 ;
1508 [label="X[2] <= 2.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
1506 -> 1508 ;
1509 [label="X[3] <= 1.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
1508 -> 1509 ;
1510 [label="X[4] <= 42.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1509 -> 1510 ;
1511 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1510 -> 1511 ;
1512 [label="X[0] <= 110000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1510 -> 1512 ;
1513 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1512 -> 1513 ;
1514 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1512 -> 1514 ;
1515 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1509 -> 1515 ;
1516 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1508 -> 1516 ;
1517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1499 -> 1517 ;
1518 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
1498 -> 1518 ;
1519 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1497 -> 1519 ;
1520 [label="X[22] <= 1185.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
1496 -> 1520 ;
1521 [label="X[4] <= 49.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
1520 -> 1521 ;
1522 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1521 -> 1522 ;
1523 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1521 -> 1523 ;
1524 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1520 -> 1524 ;
1525 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1489 -> 1525 ;
1526 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1488 -> 1526 ;
1527 [label="X[13] <= 24976.5\ngini = 0.156\nsamples = 94\nvalue = [86, 8]"] ;
1487 -> 1527 ;
1528 [label="X[14] <= 16611.5\ngini = 0.123\nsamples = 91\nvalue = [85, 6]"] ;
1527 -> 1528 ;
1529 [label="gini = 0.0\nsamples = 48\nvalue = [48, 0]"] ;
1528 -> 1529 ;
1530 [label="X[20] <= 460.0\ngini = 0.24\nsamples = 43\nvalue = [37, 6]"] ;
1528 -> 1530 ;
1531 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1530 -> 1531 ;
1532 [label="X[20] <= 662.0\ngini = 0.176\nsamples = 41\nvalue = [37, 4]"] ;
1530 -> 1532 ;
1533 [label="X[17] <= 1390.5\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
1532 -> 1533 ;
1534 [label="X[15] <= 17380.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1533 -> 1534 ;
1535 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1534 -> 1535 ;
1536 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1534 -> 1536 ;
1537 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1533 -> 1537 ;
1538 [label="X[22] <= 1681.5\ngini = 0.064\nsamples = 30\nvalue = [29, 1]"] ;
1532 -> 1538 ;
1539 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
1538 -> 1539 ;
1540 [label="X[11] <= 24595.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1538 -> 1540 ;
1541 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1540 -> 1541 ;
1542 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1540 -> 1542 ;
1543 [label="X[17] <= 1582.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1527 -> 1543 ;
1544 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1543 -> 1544 ;
1545 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1543 -> 1545 ;
1546 [label="gini = 0.0\nsamples = 41\nvalue = [41, 0]"] ;
1486 -> 1546 ;
1547 [label="X[21] <= 1564.0\ngini = 0.472\nsamples = 21\nvalue = [13, 8]"] ;
1485 -> 1547 ;
1548 [label="X[18] <= 2462.5\ngini = 0.305\nsamples = 16\nvalue = [13, 3]"] ;
1547 -> 1548 ;
1549 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1548 -> 1549 ;
1550 [label="X[20] <= 84.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
1548 -> 1550 ;
1551 [label="X[12] <= 23299.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1550 -> 1551 ;
1552 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1551 -> 1552 ;
1553 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1551 -> 1553 ;
1554 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
1550 -> 1554 ;
1555 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1547 -> 1555 ;
1556 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]"] ;
1484 -> 1556 ;
1557 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1441 -> 1557 ;
1558 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1440 -> 1558 ;
1559 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1435 -> 1559 ;
1560 [label="X[17] <= 7425.0\ngini = 0.31\nsamples = 397\nvalue = [321, 76]"] ;
1432 -> 1560 ;
1561 [label="X[16] <= -20.5\ngini = 0.33\nsamples = 364\nvalue = [288, 76]"] ;
1560 -> 1561 ;
1562 [label="X[13] <= 20643.0\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
1561 -> 1562 ;
1563 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1562 -> 1563 ;
1564 [label="X[18] <= 1800.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1562 -> 1564 ;
1565 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1564 -> 1565 ;
1566 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1564 -> 1566 ;
1567 [label="X[20] <= 973.0\ngini = 0.322\nsamples = 357\nvalue = [285, 72]"] ;
1561 -> 1567 ;
1568 [label="X[11] <= 155193.0\ngini = 0.274\nsamples = 232\nvalue = [194, 38]"] ;
1567 -> 1568 ;
1569 [label="X[17] <= 2466.0\ngini = 0.265\nsamples = 229\nvalue = [193, 36]"] ;
1568 -> 1569 ;
1570 [label="X[17] <= 2404.5\ngini = 0.32\nsamples = 150\nvalue = [120, 30]"] ;
1569 -> 1570 ;
1571 [label="X[22] <= 690.0\ngini = 0.287\nsamples = 144\nvalue = [119, 25]"] ;
1570 -> 1571 ;
1572 [label="X[11] <= 48110.5\ngini = 0.357\nsamples = 99\nvalue = [76, 23]"] ;
1571 -> 1572 ;
1573 [label="X[11] <= 30634.5\ngini = 0.222\nsamples = 55\nvalue = [48, 7]"] ;
1572 -> 1573 ;
1574 [label="X[17] <= 1639.5\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
1573 -> 1574 ;
1575 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1574 -> 1575 ;
1576 [label="X[18] <= 250.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
1574 -> 1576 ;
1577 [label="X[12] <= 30449.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1576 -> 1577 ;
1578 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1577 -> 1578 ;
1579 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1577 -> 1579 ;
1580 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1576 -> 1580 ;
1581 [label="X[13] <= 34673.0\ngini = 0.095\nsamples = 40\nvalue = [38, 2]"] ;
1573 -> 1581 ;
1582 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
1581 -> 1582 ;
1583 [label="X[4] <= 32.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
1581 -> 1583 ;
1584 [label="X[8] <= 1.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1583 -> 1584 ;
1585 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1584 -> 1585 ;
1586 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1584 -> 1586 ;
1587 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1583 -> 1587 ;
1588 [label="X[0] <= 70000.0\ngini = 0.463\nsamples = 44\nvalue = [28, 16]"] ;
1572 -> 1588 ;
1589 [label="X[12] <= 38147.5\ngini = 0.5\nsamples = 33\nvalue = [17, 16]"] ;
1588 -> 1589 ;
1590 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1589 -> 1590 ;
1591 [label="X[11] <= 48589.0\ngini = 0.485\nsamples = 29\nvalue = [17, 12]"] ;
1589 -> 1591 ;
1592 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1591 -> 1592 ;
1593 [label="X[18] <= 2549.0\ngini = 0.435\nsamples = 25\nvalue = [17, 8]"] ;
1591 -> 1593 ;
1594 [label="X[14] <= 18438.0\ngini = 0.386\nsamples = 23\nvalue = [17, 6]"] ;
1593 -> 1594 ;
1595 [label="X[12] <= 50373.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
1594 -> 1595 ;
1596 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1595 -> 1596 ;
1597 [label="X[11] <= 50302.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
1595 -> 1597 ;
1598 [label="X[17] <= 2331.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1597 -> 1598 ;
1599 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1598 -> 1599 ;
1600 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1598 -> 1600 ;
1601 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1597 -> 1601 ;
1602 [label="X[17] <= 2078.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
1594 -> 1602 ;
1603 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1602 -> 1603 ;
1604 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1602 -> 1604 ;
1605 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1593 -> 1605 ;
1606 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
1588 -> 1606 ;
1607 [label="X[12] <= 40420.5\ngini = 0.085\nsamples = 45\nvalue = [43, 2]"] ;
1571 -> 1607 ;
1608 [label="X[19] <= 697.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
1607 -> 1608 ;
1609 [label="X[12] <= 38540.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
1608 -> 1609 ;
1610 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
1609 -> 1610 ;
1611 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1609 -> 1611 ;
1612 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1608 -> 1612 ;
1613 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]"] ;
1607 -> 1613 ;
1614 [label="X[20] <= 729.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
1570 -> 1614 ;
1615 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1614 -> 1615 ;
1616 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1614 -> 1616 ;
1617 [label="X[13] <= 79692.5\ngini = 0.14\nsamples = 79\nvalue = [73, 6]"] ;
1569 -> 1617 ;
1618 [label="X[12] <= 29806.5\ngini = 0.058\nsamples = 67\nvalue = [65, 2]"] ;
1617 -> 1618 ;
1619 [label="X[17] <= 4500.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1618 -> 1619 ;
1620 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1619 -> 1620 ;
1621 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1619 -> 1621 ;
1622 [label="X[0] <= 125000.0\ngini = 0.03\nsamples = 65\nvalue = [64, 1]"] ;
1618 -> 1622 ;
1623 [label="gini = 0.0\nsamples = 53\nvalue = [53, 0]"] ;
1622 -> 1623 ;
1624 [label="X[11] <= 70430.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
1622 -> 1624 ;
1625 [label="X[17] <= 4500.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1624 -> 1625 ;
1626 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1625 -> 1626 ;
1627 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1625 -> 1627 ;
1628 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
1624 -> 1628 ;
1629 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
1617 -> 1629 ;
1630 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1629 -> 1630 ;
1631 [label="X[4] <= 42.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
1629 -> 1631 ;
1632 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1631 -> 1632 ;
1633 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1631 -> 1633 ;
1634 [label="X[5] <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1568 -> 1634 ;
1635 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1634 -> 1635 ;
1636 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1634 -> 1636 ;
1637 [label="X[19] <= 498.0\ngini = 0.396\nsamples = 125\nvalue = [91, 34]"] ;
1567 -> 1637 ;
1638 [label="X[11] <= 48597.0\ngini = 0.315\nsamples = 97\nvalue = [78, 19]"] ;
1637 -> 1638 ;
1639 [label="X[16] <= 41115.0\ngini = 0.467\nsamples = 35\nvalue = [22, 13]"] ;
1638 -> 1639 ;
1640 [label="X[14] <= 34952.5\ngini = 0.497\nsamples = 24\nvalue = [11, 13]"] ;
1639 -> 1640 ;
1641 [label="X[2] <= 1.5\ngini = 0.488\nsamples = 19\nvalue = [11, 8]"] ;
1640 -> 1641 ;
1642 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1641 -> 1642 ;
1643 [label="X[12] <= 48703.5\ngini = 0.498\nsamples = 15\nvalue = [7, 8]"] ;
1641 -> 1643 ;
1644 [label="X[12] <= 43981.0\ngini = 0.473\nsamples = 13\nvalue = [5, 8]"] ;
1643 -> 1644 ;
1645 [label="X[4] <= 25.0\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
1644 -> 1645 ;
1646 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1645 -> 1646 ;
1647 [label="X[11] <= 29818.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1645 -> 1647 ;
1648 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1647 -> 1648 ;
1649 [label="X[11] <= 41255.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1647 -> 1649 ;
1650 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1649 -> 1650 ;
1651 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1649 -> 1651 ;
1652 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1644 -> 1652 ;
1653 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1643 -> 1653 ;
1654 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1640 -> 1654 ;
1655 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
1639 -> 1655 ;
1656 [label="X[14] <= 73489.5\ngini = 0.175\nsamples = 62\nvalue = [56, 6]"] ;
1638 -> 1656 ;
1657 [label="gini = 0.0\nsamples = 42\nvalue = [42, 0]"] ;
1656 -> 1657 ;
1658 [label="X[13] <= 83230.5\ngini = 0.42\nsamples = 20\nvalue = [14, 6]"] ;
1656 -> 1658 ;
1659 [label="X[21] <= 3050.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1658 -> 1659 ;
1660 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1659 -> 1660 ;
1661 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1659 -> 1661 ;
1662 [label="X[17] <= 6250.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
1658 -> 1662 ;
1663 [label="X[1] <= 1.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
1662 -> 1663 ;
1664 [label="X[22] <= 3250.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1663 -> 1664 ;
1665 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1664 -> 1665 ;
1666 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1664 -> 1666 ;
1667 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
1663 -> 1667 ;
1668 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1662 -> 1668 ;
1669 [label="X[13] <= 26962.0\ngini = 0.497\nsamples = 28\nvalue = [13, 15]"] ;
1637 -> 1669 ;
1670 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
1669 -> 1670 ;
1671 [label="X[21] <= 1391.0\ngini = 0.401\nsamples = 18\nvalue = [13, 5]"] ;
1669 -> 1671 ;
1672 [label="X[16] <= 20209.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
1671 -> 1672 ;
1673 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
1672 -> 1673 ;
1674 [label="X[13] <= 58256.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1672 -> 1674 ;
1675 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1674 -> 1675 ;
1676 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1674 -> 1676 ;
1677 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1671 -> 1677 ;
1678 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
1560 -> 1678 ;
1679 [label="X[11] <= 19992.0\ngini = 0.198\nsamples = 1008\nvalue = [896, 112]"] ;
1151 -> 1679 ;
1680 [label="X[16] <= -31682.5\ngini = 0.229\nsamples = 704\nvalue = [611, 93]"] ;
1679 -> 1680 ;
1681 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1680 -> 1681 ;
1682 [label="X[11] <= 19681.0\ngini = 0.227\nsamples = 703\nvalue = [611, 92]"] ;
1680 -> 1682 ;
1683 [label="X[16] <= 176260.5\ngini = 0.226\nsamples = 702\nvalue = [611, 91]"] ;
1682 -> 1683 ;
1684 [label="X[6] <= -1.5\ngini = 0.224\nsamples = 701\nvalue = [611, 90]"] ;
1683 -> 1684 ;
1685 [label="X[8] <= 1.0\ngini = 0.148\nsamples = 212\nvalue = [195, 17]"] ;
1684 -> 1685 ;
1686 [label="X[3] <= 2.5\ngini = 0.14\nsamples = 211\nvalue = [195, 16]"] ;
1685 -> 1686 ;
1687 [label="X[21] <= 13815.0\ngini = 0.133\nsamples = 210\nvalue = [195, 15]"] ;
1686 -> 1687 ;
1688 [label="X[0] <= 335000.0\ngini = 0.112\nsamples = 201\nvalue = [189, 12]"] ;
1687 -> 1688 ;
1689 [label="X[16] <= -560.5\ngini = 0.056\nsamples = 138\nvalue = [134, 4]"] ;
1688 -> 1689 ;
1690 [label="X[14] <= -1087.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1689 -> 1690 ;
1691 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1690 -> 1691 ;
1692 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1690 -> 1692 ;
1693 [label="X[4] <= 51.5\ngini = 0.043\nsamples = 135\nvalue = [132, 3]"] ;
1689 -> 1693 ;
1694 [label="X[0] <= 190000.0\ngini = 0.03\nsamples = 130\nvalue = [128, 2]"] ;
1693 -> 1694 ;
1695 [label="X[4] <= 30.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
1694 -> 1695 ;
1696 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1695 -> 1696 ;
1697 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
1695 -> 1697 ;
1698 [label="X[11] <= 1297.0\ngini = 0.017\nsamples = 119\nvalue = [118, 1]"] ;
1694 -> 1698 ;
1699 [label="X[11] <= 1247.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
1698 -> 1699 ;
1700 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
1699 -> 1700 ;
1701 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1699 -> 1701 ;
1702 [label="gini = 0.0\nsamples = 104\nvalue = [104, 0]"] ;
1698 -> 1702 ;
1703 [label="X[4] <= 54.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1693 -> 1703 ;
1704 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1703 -> 1704 ;
1705 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1703 -> 1705 ;
1706 [label="X[17] <= 700.0\ngini = 0.222\nsamples = 63\nvalue = [55, 8]"] ;
1688 -> 1706 ;
1707 [label="X[14] <= 282.0\ngini = 0.393\nsamples = 26\nvalue = [19, 7]"] ;
1706 -> 1707 ;
1708 [label="X[13] <= 2113.0\ngini = 0.33\nsamples = 24\nvalue = [19, 5]"] ;
1707 -> 1708 ;
1709 [label="X[2] <= 1.5\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
1708 -> 1709 ;
1710 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1709 -> 1710 ;
1711 [label="X[11] <= 4484.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
1709 -> 1711 ;
1712 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
1711 -> 1712 ;
1713 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1712 -> 1713 ;
1714 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1712 -> 1714 ;
1715 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1711 -> 1715 ;
1716 [label="X[12] <= -2.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1708 -> 1716 ;
1717 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1716 -> 1717 ;
1718 [label="X[18] <= 2432.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1716 -> 1718 ;
1719 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1718 -> 1719 ;
1720 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1718 -> 1720 ;
1721 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1707 -> 1721 ;
1722 [label="X[12] <= 18910.0\ngini = 0.053\nsamples = 37\nvalue = [36, 1]"] ;
1706 -> 1722 ;
1723 [label="gini = 0.0\nsamples = 35\nvalue = [35, 0]"] ;
1722 -> 1723 ;
1724 [label="X[17] <= 35827.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1722 -> 1724 ;
1725 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1724 -> 1725 ;
1726 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1724 -> 1726 ;
1727 [label="X[16] <= 17611.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
1687 -> 1727 ;
1728 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1727 -> 1728 ;
1729 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1727 -> 1729 ;
1730 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1686 -> 1730 ;
1731 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1685 -> 1731 ;
1732 [label="X[22] <= 3919.0\ngini = 0.254\nsamples = 489\nvalue = [416, 73]"] ;
1684 -> 1732 ;
1733 [label="X[21] <= 389.0\ngini = 0.282\nsamples = 394\nvalue = [327, 67]"] ;
1732 -> 1733 ;
1734 [label="X[4] <= 24.5\ngini = 0.213\nsamples = 231\nvalue = [203, 28]"] ;
1733 -> 1734 ;
1735 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1734 -> 1735 ;
1736 [label="X[13] <= 3174.0\ngini = 0.201\nsamples = 229\nvalue = [203, 26]"] ;
1734 -> 1736 ;
1737 [label="X[22] <= 2569.0\ngini = 0.253\nsamples = 175\nvalue = [149, 26]"] ;
1736 -> 1737 ;
1738 [label="X[16] <= -339.5\ngini = 0.233\nsamples = 171\nvalue = [148, 23]"] ;
1737 -> 1738 ;
1739 [label="X[15] <= -616.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1738 -> 1739 ;
1740 [label="X[5] <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1739 -> 1740 ;
1741 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1740 -> 1741 ;
1742 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1740 -> 1742 ;
1743 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1739 -> 1743 ;
1744 [label="X[4] <= 60.5\ngini = 0.213\nsamples = 165\nvalue = [145, 20]"] ;
1738 -> 1744 ;
1745 [label="X[13] <= 3030.5\ngini = 0.205\nsamples = 164\nvalue = [145, 19]"] ;
1744 -> 1745 ;
1746 [label="X[11] <= 2471.5\ngini = 0.196\nsamples = 163\nvalue = [145, 18]"] ;
1745 -> 1746 ;
1747 [label="X[17] <= 1583.0\ngini = 0.088\nsamples = 65\nvalue = [62, 3]"] ;
1746 -> 1747 ;
1748 [label="gini = 0.0\nsamples = 50\nvalue = [50, 0]"] ;
1747 -> 1748 ;
1749 [label="X[13] <= 1870.5\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
1747 -> 1749 ;
1750 [label="X[17] <= 1660.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
1749 -> 1750 ;
1751 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1750 -> 1751 ;
1752 [label="X[12] <= 2278.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
1750 -> 1752 ;
1753 [label="X[17] <= 2063.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1752 -> 1753 ;
1754 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1753 -> 1754 ;
1755 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1753 -> 1755 ;
1756 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
1752 -> 1756 ;
1757 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1749 -> 1757 ;
1758 [label="X[11] <= 2779.5\ngini = 0.259\nsamples = 98\nvalue = [83, 15]"] ;
1746 -> 1758 ;
1759 [label="X[1] <= 1.5\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
1758 -> 1759 ;
1760 [label="X[0] <= 405000.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
1759 -> 1760 ;
1761 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1760 -> 1761 ;
1762 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1760 -> 1762 ;
1763 [label="X[4] <= 33.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
1759 -> 1763 ;
1764 [label="X[11] <= 2621.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1763 -> 1764 ;
1765 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1764 -> 1765 ;
1766 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1764 -> 1766 ;
1767 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1763 -> 1767 ;
1768 [label="X[4] <= 32.5\ngini = 0.203\nsamples = 87\nvalue = [77, 10]"] ;
1758 -> 1768 ;
1769 [label="X[13] <= 323.0\ngini = 0.34\nsamples = 23\nvalue = [18, 5]"] ;
1768 -> 1769 ;
1770 [label="X[1] <= 1.5\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
1769 -> 1770 ;
1771 [label="X[11] <= 6944.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1770 -> 1771 ;
1772 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1771 -> 1772 ;
1773 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1771 -> 1773 ;
1774 [label="X[18] <= 257.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
1770 -> 1774 ;
1775 [label="X[11] <= 3942.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
1774 -> 1775 ;
1776 [label="X[0] <= 215000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1775 -> 1776 ;
1777 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1776 -> 1777 ;
1778 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1776 -> 1778 ;
1779 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1775 -> 1779 ;
1780 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1774 -> 1780 ;
1781 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1769 -> 1781 ;
1782 [label="X[9] <= -0.5\ngini = 0.144\nsamples = 64\nvalue = [59, 5]"] ;
1768 -> 1782 ;
1783 [label="X[15] <= 2671.5\ngini = 0.119\nsamples = 63\nvalue = [59, 4]"] ;
1782 -> 1783 ;
1784 [label="X[0] <= 310000.0\ngini = 0.095\nsamples = 60\nvalue = [57, 3]"] ;
1783 -> 1784 ;
1785 [label="X[11] <= 3559.0\ngini = 0.044\nsamples = 44\nvalue = [43, 1]"] ;
1784 -> 1785 ;
1786 [label="X[11] <= 3378.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
1785 -> 1786 ;
1787 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1786 -> 1787 ;
1788 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1786 -> 1788 ;
1789 [label="gini = 0.0\nsamples = 36\nvalue = [36, 0]"] ;
1785 -> 1789 ;
1790 [label="X[16] <= -1.0\ngini = 0.219\nsamples = 16\nvalue = [14, 2]"] ;
1784 -> 1790 ;
1791 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1790 -> 1791 ;
1792 [label="X[0] <= 325000.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
1790 -> 1792 ;
1793 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1792 -> 1793 ;
1794 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
1792 -> 1794 ;
1795 [label="X[4] <= 42.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1783 -> 1795 ;
1796 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1795 -> 1796 ;
1797 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1795 -> 1797 ;
1798 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1782 -> 1798 ;
1799 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1745 -> 1799 ;
1800 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1744 -> 1800 ;
1801 [label="X[13] <= 1074.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1737 -> 1801 ;
1802 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1801 -> 1802 ;
1803 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1801 -> 1803 ;
1804 [label="gini = 0.0\nsamples = 54\nvalue = [54, 0]"] ;
1736 -> 1804 ;
1805 [label="X[13] <= 1167.0\ngini = 0.364\nsamples = 163\nvalue = [124, 39]"] ;
1733 -> 1805 ;
1806 [label="X[17] <= 46.0\ngini = 0.215\nsamples = 57\nvalue = [50, 7]"] ;
1805 -> 1806 ;
1807 [label="X[11] <= 5846.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]"] ;
1806 -> 1807 ;
1808 [label="X[21] <= 765.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
1807 -> 1808 ;
1809 [label="X[11] <= 4106.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1808 -> 1809 ;
1810 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1809 -> 1810 ;
1811 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1809 -> 1811 ;
1812 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1808 -> 1812 ;
1813 [label="X[0] <= 340000.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1807 -> 1813 ;
1814 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
1813 -> 1814 ;
1815 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1813 -> 1815 ;
1816 [label="X[4] <= 45.5\ngini = 0.046\nsamples = 42\nvalue = [41, 1]"] ;
1806 -> 1816 ;
1817 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
1816 -> 1817 ;
1818 [label="X[22] <= 184.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1816 -> 1818 ;
1819 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1818 -> 1819 ;
1820 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1818 -> 1820 ;
1821 [label="X[16] <= 6527.0\ngini = 0.422\nsamples = 106\nvalue = [74, 32]"] ;
1805 -> 1821 ;
1822 [label="X[13] <= 1500.0\ngini = 0.482\nsamples = 69\nvalue = [41, 28]"] ;
1821 -> 1822 ;
1823 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1822 -> 1823 ;
1824 [label="X[21] <= 3655.0\ngini = 0.46\nsamples = 64\nvalue = [41, 23]"] ;
1822 -> 1824 ;
1825 [label="X[15] <= 7315.0\ngini = 0.428\nsamples = 58\nvalue = [40, 18]"] ;
1824 -> 1825 ;
1826 [label="X[11] <= 1134.5\ngini = 0.397\nsamples = 55\nvalue = [40, 15]"] ;
1825 -> 1826 ;
1827 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1826 -> 1827 ;
1828 [label="X[14] <= 400.5\ngini = 0.37\nsamples = 53\nvalue = [40, 13]"] ;
1826 -> 1828 ;
1829 [label="X[9] <= -1.5\ngini = 0.48\nsamples = 20\nvalue = [12, 8]"] ;
1828 -> 1829 ;
1830 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1829 -> 1830 ;
1831 [label="X[4] <= 49.0\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
1829 -> 1831 ;
1832 [label="X[20] <= 1210.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
1831 -> 1832 ;
1833 [label="X[12] <= -20.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
1832 -> 1833 ;
1834 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1833 -> 1834 ;
1835 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
1833 -> 1835 ;
1836 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1832 -> 1836 ;
1837 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1831 -> 1837 ;
1838 [label="X[4] <= 26.5\ngini = 0.257\nsamples = 33\nvalue = [28, 5]"] ;
1828 -> 1838 ;
1839 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1838 -> 1839 ;
1840 [label="X[12] <= -4.0\ngini = 0.219\nsamples = 32\nvalue = [28, 4]"] ;
1838 -> 1840 ;
1841 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1840 -> 1841 ;
1842 [label="X[16] <= 1956.0\ngini = 0.175\nsamples = 31\nvalue = [28, 3]"] ;
1840 -> 1842 ;
1843 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
1842 -> 1843 ;
1844 [label="X[21] <= 2355.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
1842 -> 1844 ;
1845 [label="X[13] <= 7250.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1844 -> 1845 ;
1846 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1845 -> 1846 ;
1847 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1845 -> 1847 ;
1848 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1844 -> 1848 ;
1849 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1825 -> 1849 ;
1850 [label="X[13] <= 10687.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
1824 -> 1850 ;
1851 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
1850 -> 1851 ;
1852 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1850 -> 1852 ;
1853 [label="X[2] <= 2.5\ngini = 0.193\nsamples = 37\nvalue = [33, 4]"] ;
1821 -> 1853 ;
1854 [label="X[19] <= 568.5\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
1853 -> 1854 ;
1855 [label="X[20] <= 250.5\ngini = 0.061\nsamples = 32\nvalue = [31, 1]"] ;
1854 -> 1855 ;
1856 [label="X[20] <= 89.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1855 -> 1856 ;
1857 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1856 -> 1857 ;
1858 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1856 -> 1858 ;
1859 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]"] ;
1855 -> 1859 ;
1860 [label="X[20] <= 800.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1854 -> 1860 ;
1861 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1860 -> 1861 ;
1862 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1860 -> 1862 ;
1863 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1853 -> 1863 ;
1864 [label="X[11] <= 6253.0\ngini = 0.118\nsamples = 95\nvalue = [89, 6]"] ;
1732 -> 1864 ;
1865 [label="X[11] <= 6028.5\ngini = 0.188\nsamples = 57\nvalue = [51, 6]"] ;
1864 -> 1865 ;
1866 [label="X[15] <= 9355.5\ngini = 0.163\nsamples = 56\nvalue = [51, 5]"] ;
1865 -> 1866 ;
1867 [label="X[16] <= 28179.0\ngini = 0.081\nsamples = 47\nvalue = [45, 2]"] ;
1866 -> 1867 ;
1868 [label="X[12] <= 34.5\ngini = 0.044\nsamples = 44\nvalue = [43, 1]"] ;
1867 -> 1868 ;
1869 [label="X[9] <= -0.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
1868 -> 1869 ;
1870 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1869 -> 1870 ;
1871 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1869 -> 1871 ;
1872 [label="gini = 0.0\nsamples = 36\nvalue = [36, 0]"] ;
1868 -> 1872 ;
1873 [label="X[15] <= 2491.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1867 -> 1873 ;
1874 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1873 -> 1874 ;
1875 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1873 -> 1875 ;
1876 [label="X[0] <= 245000.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
1866 -> 1876 ;
1877 [label="X[15] <= 23038.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
1876 -> 1877 ;
1878 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1877 -> 1878 ;
1879 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1877 -> 1879 ;
1880 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1876 -> 1880 ;
1881 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1865 -> 1881 ;
1882 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]"] ;
1864 -> 1882 ;
1883 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1683 -> 1883 ;
1884 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1682 -> 1884 ;
1885 [label="X[11] <= 441185.0\ngini = 0.117\nsamples = 304\nvalue = [285, 19]"] ;
1679 -> 1885 ;
1886 [label="X[13] <= -1637.5\ngini = 0.112\nsamples = 303\nvalue = [285, 18]"] ;
1885 -> 1886 ;
1887 [label="X[21] <= 2500.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1886 -> 1887 ;
1888 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1887 -> 1888 ;
1889 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1887 -> 1889 ;
1890 [label="X[19] <= 801.5\ngini = 0.107\nsamples = 301\nvalue = [284, 17]"] ;
1886 -> 1890 ;
1891 [label="X[0] <= 215000.0\ngini = 0.101\nsamples = 299\nvalue = [283, 16]"] ;
1890 -> 1891 ;
1892 [label="X[20] <= 4800.0\ngini = 0.177\nsamples = 102\nvalue = [92, 10]"] ;
1891 -> 1892 ;
1893 [label="X[18] <= 15667.0\ngini = 0.113\nsamples = 83\nvalue = [78, 5]"] ;
1892 -> 1893 ;
1894 [label="X[22] <= 31784.0\ngini = 0.077\nsamples = 75\nvalue = [72, 3]"] ;
1893 -> 1894 ;
1895 [label="X[13] <= 35498.0\ngini = 0.055\nsamples = 71\nvalue = [69, 2]"] ;
1894 -> 1895 ;
1896 [label="gini = 0.0\nsamples = 55\nvalue = [55, 0]"] ;
1895 -> 1896 ;
1897 [label="X[13] <= 38022.0\ngini = 0.219\nsamples = 16\nvalue = [14, 2]"] ;
1895 -> 1897 ;
1898 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1897 -> 1898 ;
1899 [label="X[11] <= 197999.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
1897 -> 1899 ;
1900 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
1899 -> 1900 ;
1901 [label="X[19] <= 54.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1899 -> 1901 ;
1902 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1901 -> 1902 ;
1903 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1901 -> 1903 ;
1904 [label="X[21] <= 50.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1894 -> 1904 ;
1905 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1904 -> 1905 ;
1906 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1904 -> 1906 ;
1907 [label="X[22] <= 500.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
1893 -> 1907 ;
1908 [label="X[2] <= 2.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
1907 -> 1908 ;
1909 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1908 -> 1909 ;
1910 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1908 -> 1910 ;
1911 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
1907 -> 1911 ;
1912 [label="X[0] <= 205000.0\ngini = 0.388\nsamples = 19\nvalue = [14, 5]"] ;
1892 -> 1912 ;
1913 [label="X[11] <= 170748.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
1912 -> 1913 ;
1914 [label="X[12] <= 4301.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
1913 -> 1914 ;
1915 [label="X[13] <= 1610.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1914 -> 1915 ;
1916 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1915 -> 1916 ;
1917 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1915 -> 1917 ;
1918 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
1914 -> 1918 ;
1919 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1913 -> 1919 ;
1920 [label="X[19] <= 94.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1912 -> 1920 ;
1921 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1920 -> 1921 ;
1922 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1920 -> 1922 ;
1923 [label="X[17] <= 2344.5\ngini = 0.059\nsamples = 197\nvalue = [191, 6]"] ;
1891 -> 1923 ;
1924 [label="X[17] <= 2265.0\ngini = 0.12\nsamples = 78\nvalue = [73, 5]"] ;
1923 -> 1924 ;
1925 [label="X[19] <= 315.0\ngini = 0.098\nsamples = 77\nvalue = [73, 4]"] ;
1924 -> 1925 ;
1926 [label="X[0] <= 480000.0\ngini = 0.033\nsamples = 59\nvalue = [58, 1]"] ;
1925 -> 1926 ;
1927 [label="gini = 0.0\nsamples = 54\nvalue = [54, 0]"] ;
1926 -> 1927 ;
1928 [label="X[3] <= 1.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
1926 -> 1928 ;
1929 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1928 -> 1929 ;
1930 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1928 -> 1930 ;
1931 [label="X[21] <= 616.0\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
1925 -> 1931 ;
1932 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1931 -> 1932 ;
1933 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
1931 -> 1933 ;
1934 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1924 -> 1934 ;
1935 [label="X[12] <= 168059.0\ngini = 0.017\nsamples = 119\nvalue = [118, 1]"] ;
1923 -> 1935 ;
1936 [label="gini = 0.0\nsamples = 97\nvalue = [97, 0]"] ;
1935 -> 1936 ;
1937 [label="X[12] <= 175268.0\ngini = 0.087\nsamples = 22\nvalue = [21, 1]"] ;
1935 -> 1937 ;
1938 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1937 -> 1938 ;
1939 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
1937 -> 1939 ;
1940 [label="X[20] <= 7644.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1890 -> 1940 ;
1941 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1940 -> 1941 ;
1942 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1940 -> 1942 ;
1943 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1885 -> 1943 ;
1944 [label="X[0] <= 235000.0\ngini = 0.441\nsamples = 116\nvalue = [78, 38]"] ;
1150 -> 1944 ;
1945 [label="X[19] <= 779.0\ngini = 0.462\nsamples = 102\nvalue = [65, 37]"] ;
1944 -> 1945 ;
1946 [label="X[19] <= 115.0\ngini = 0.455\nsamples = 100\nvalue = [65, 35]"] ;
1945 -> 1946 ;
1947 [label="X[4] <= 50.5\ngini = 0.48\nsamples = 85\nvalue = [51, 34]"] ;
1946 -> 1947 ;
1948 [label="X[21] <= 813.0\ngini = 0.461\nsamples = 75\nvalue = [48, 27]"] ;
1947 -> 1948 ;
1949 [label="X[20] <= 4339.0\ngini = 0.486\nsamples = 53\nvalue = [31, 22]"] ;
1948 -> 1949 ;
1950 [label="X[16] <= 27749.5\ngini = 0.5\nsamples = 39\nvalue = [20, 19]"] ;
1949 -> 1950 ;
1951 [label="X[4] <= 40.0\ngini = 0.475\nsamples = 31\nvalue = [19, 12]"] ;
1950 -> 1951 ;
1952 [label="X[11] <= 23854.5\ngini = 0.5\nsamples = 24\nvalue = [12, 12]"] ;
1951 -> 1952 ;
1953 [label="X[13] <= 8679.0\ngini = 0.48\nsamples = 20\nvalue = [8, 12]"] ;
1952 -> 1953 ;
1954 [label="X[14] <= 891.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
1953 -> 1954 ;
1955 [label="X[5] <= -1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
1954 -> 1955 ;
1956 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1955 -> 1956 ;
1957 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1955 -> 1957 ;
1958 [label="X[4] <= 37.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
1954 -> 1958 ;
1959 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
1958 -> 1959 ;
1960 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1958 -> 1960 ;
1961 [label="X[4] <= 22.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
1953 -> 1961 ;
1962 [label="X[0] <= 15000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1961 -> 1962 ;
1963 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1962 -> 1963 ;
1964 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1962 -> 1964 ;
1965 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1961 -> 1965 ;
1966 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
1952 -> 1966 ;
1967 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
1951 -> 1967 ;
1968 [label="X[4] <= 24.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
1950 -> 1968 ;
1969 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1968 -> 1969 ;
1970 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
1968 -> 1970 ;
1971 [label="X[16] <= 81899.0\ngini = 0.337\nsamples = 14\nvalue = [11, 3]"] ;
1949 -> 1971 ;
1972 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
1971 -> 1972 ;
1973 [label="X[18] <= 10787.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
1971 -> 1973 ;
1974 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1973 -> 1974 ;
1975 [label="X[22] <= 8850.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1973 -> 1975 ;
1976 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1975 -> 1976 ;
1977 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1975 -> 1977 ;
1978 [label="X[20] <= 2506.5\ngini = 0.351\nsamples = 22\nvalue = [17, 5]"] ;
1948 -> 1978 ;
1979 [label="X[17] <= 1324.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
1978 -> 1979 ;
1980 [label="X[15] <= 2563.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
1979 -> 1980 ;
1981 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
1980 -> 1981 ;
1982 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1980 -> 1982 ;
1983 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
1979 -> 1983 ;
1984 [label="X[20] <= 6750.0\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
1978 -> 1984 ;
1985 [label="X[21] <= 2800.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
1984 -> 1985 ;
1986 [label="X[4] <= 40.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
1985 -> 1986 ;
1987 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
1986 -> 1987 ;
1988 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1986 -> 1988 ;
1989 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
1985 -> 1989 ;
1990 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1984 -> 1990 ;
1991 [label="X[18] <= 3815.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
1947 -> 1991 ;
1992 [label="X[13] <= 7798.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
1991 -> 1992 ;
1993 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1992 -> 1993 ;
1994 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
1992 -> 1994 ;
1995 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
1991 -> 1995 ;
1996 [label="X[21] <= 75.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
1946 -> 1996 ;
1997 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
1996 -> 1997 ;
1998 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
1996 -> 1998 ;
1999 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
1945 -> 1999 ;
2000 [label="X[13] <= 250.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
1944 -> 2000 ;
2001 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2000 -> 2001 ;
2002 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2000 -> 2002 ;
2003 [label="X[11] <= 7640.5\ngini = 0.45\nsamples = 214\nvalue = [141, 73]"] ;
1149 -> 2003 ;
2004 [label="X[13] <= 834.0\ngini = 0.5\nsamples = 50\nvalue = [25, 25]"] ;
2003 -> 2004 ;
2005 [label="X[13] <= 306.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
2004 -> 2005 ;
2006 [label="X[10] <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2005 -> 2006 ;
2007 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2006 -> 2007 ;
2008 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2006 -> 2008 ;
2009 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
2005 -> 2009 ;
2010 [label="X[9] <= 1.0\ngini = 0.47\nsamples = 37\nvalue = [14, 23]"] ;
2004 -> 2010 ;
2011 [label="X[20] <= 7003.0\ngini = 0.438\nsamples = 34\nvalue = [11, 23]"] ;
2010 -> 2011 ;
2012 [label="X[14] <= 816.0\ngini = 0.404\nsamples = 32\nvalue = [9, 23]"] ;
2011 -> 2012 ;
2013 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
2012 -> 2013 ;
2014 [label="X[0] <= 95000.0\ngini = 0.483\nsamples = 22\nvalue = [9, 13]"] ;
2012 -> 2014 ;
2015 [label="X[13] <= 9088.0\ngini = 0.432\nsamples = 19\nvalue = [6, 13]"] ;
2014 -> 2015 ;
2016 [label="X[20] <= 279.5\ngini = 0.48\nsamples = 15\nvalue = [6, 9]"] ;
2015 -> 2016 ;
2017 [label="X[19] <= 290.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
2016 -> 2017 ;
2018 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2017 -> 2018 ;
2019 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2017 -> 2019 ;
2020 [label="X[15] <= 8386.0\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
2016 -> 2020 ;
2021 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2020 -> 2021 ;
2022 [label="X[15] <= 9702.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2020 -> 2022 ;
2023 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2022 -> 2023 ;
2024 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2022 -> 2024 ;
2025 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2015 -> 2025 ;
2026 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2014 -> 2026 ;
2027 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2011 -> 2027 ;
2028 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2010 -> 2028 ;
2029 [label="X[13] <= 11766.0\ngini = 0.414\nsamples = 164\nvalue = [116, 48]"] ;
2003 -> 2029 ;
2030 [label="X[4] <= 25.0\ngini = 0.128\nsamples = 29\nvalue = [27, 2]"] ;
2029 -> 2030 ;
2031 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2030 -> 2031 ;
2032 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2031 -> 2032 ;
2033 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2031 -> 2033 ;
2034 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
2030 -> 2034 ;
2035 [label="X[12] <= 21006.5\ngini = 0.449\nsamples = 135\nvalue = [89, 46]"] ;
2029 -> 2035 ;
2036 [label="X[14] <= 18468.5\ngini = 0.499\nsamples = 55\nvalue = [29, 26]"] ;
2035 -> 2036 ;
2037 [label="X[10] <= -1.5\ngini = 0.426\nsamples = 39\nvalue = [27, 12]"] ;
2036 -> 2037 ;
2038 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2037 -> 2038 ;
2039 [label="X[4] <= 31.5\ngini = 0.375\nsamples = 36\nvalue = [27, 9]"] ;
2037 -> 2039 ;
2040 [label="X[3] <= 1.5\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
2039 -> 2040 ;
2041 [label="X[12] <= 13463.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2040 -> 2041 ;
2042 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2041 -> 2042 ;
2043 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2041 -> 2043 ;
2044 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
2040 -> 2044 ;
2045 [label="X[4] <= 48.5\ngini = 0.498\nsamples = 17\nvalue = [9, 8]"] ;
2039 -> 2045 ;
2046 [label="X[22] <= 412.5\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
2045 -> 2046 ;
2047 [label="X[17] <= 3051.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2046 -> 2047 ;
2048 [label="X[20] <= 530.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2047 -> 2048 ;
2049 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2048 -> 2049 ;
2050 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2048 -> 2050 ;
2051 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2047 -> 2051 ;
2052 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2046 -> 2052 ;
2053 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2045 -> 2053 ;
2054 [label="X[12] <= 16796.5\ngini = 0.219\nsamples = 16\nvalue = [2, 14]"] ;
2036 -> 2054 ;
2055 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2054 -> 2055 ;
2056 [label="X[20] <= 2000.0\ngini = 0.124\nsamples = 15\nvalue = [1, 14]"] ;
2054 -> 2056 ;
2057 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
2056 -> 2057 ;
2058 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2056 -> 2058 ;
2059 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2058 -> 2059 ;
2060 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2058 -> 2060 ;
2061 [label="X[14] <= 139273.5\ngini = 0.375\nsamples = 80\nvalue = [60, 20]"] ;
2035 -> 2061 ;
2062 [label="X[17] <= 3530.0\ngini = 0.327\nsamples = 73\nvalue = [58, 15]"] ;
2061 -> 2062 ;
2063 [label="X[15] <= 32861.5\ngini = 0.48\nsamples = 20\nvalue = [12, 8]"] ;
2062 -> 2063 ;
2064 [label="X[17] <= 3427.0\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
2063 -> 2064 ;
2065 [label="X[16] <= -9.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
2064 -> 2065 ;
2066 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2065 -> 2066 ;
2067 [label="X[3] <= 2.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
2065 -> 2067 ;
2068 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2067 -> 2068 ;
2069 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2067 -> 2069 ;
2070 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2064 -> 2070 ;
2071 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2063 -> 2071 ;
2072 [label="X[2] <= 2.5\ngini = 0.229\nsamples = 53\nvalue = [46, 7]"] ;
2062 -> 2072 ;
2073 [label="X[1] <= 1.5\ngini = 0.136\nsamples = 41\nvalue = [38, 3]"] ;
2072 -> 2073 ;
2074 [label="X[13] <= 66089.5\ngini = 0.337\nsamples = 14\nvalue = [11, 3]"] ;
2073 -> 2074 ;
2075 [label="X[9] <= 2.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
2074 -> 2075 ;
2076 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
2075 -> 2076 ;
2077 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2075 -> 2077 ;
2078 [label="X[15] <= 105039.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2074 -> 2078 ;
2079 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2078 -> 2079 ;
2080 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2078 -> 2080 ;
2081 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]"] ;
2073 -> 2081 ;
2082 [label="X[17] <= 6537.0\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
2072 -> 2082 ;
2083 [label="X[9] <= 1.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
2082 -> 2083 ;
2084 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2083 -> 2084 ;
2085 [label="X[19] <= 1.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2083 -> 2085 ;
2086 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2085 -> 2086 ;
2087 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2085 -> 2087 ;
2088 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2082 -> 2088 ;
2089 [label="X[17] <= 25850.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
2061 -> 2089 ;
2090 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2089 -> 2090 ;
2091 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2089 -> 2091 ;
2092 [label="X[7] <= 0.5\ngini = 0.202\nsamples = 12154\nvalue = [10765, 1389]"] ;
2 -> 2092 ;
2093 [label="X[0] <= 75000.0\ngini = 0.19\nsamples = 11566\nvalue = [10338, 1228]"] ;
2092 -> 2093 ;
2094 [label="X[9] <= 1.0\ngini = 0.265\nsamples = 2818\nvalue = [2374, 444]"] ;
2093 -> 2094 ;
2095 [label="X[6] <= -1.5\ngini = 0.256\nsamples = 2645\nvalue = [2246, 399]"] ;
2094 -> 2095 ;
2096 [label="X[4] <= 50.5\ngini = 0.027\nsamples = 74\nvalue = [73, 1]"] ;
2095 -> 2096 ;
2097 [label="gini = 0.0\nsamples = 69\nvalue = [69, 0]"] ;
2096 -> 2097 ;
2098 [label="X[14] <= 5439.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2096 -> 2098 ;
2099 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2098 -> 2099 ;
2100 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2098 -> 2100 ;
2101 [label="X[0] <= 45000.0\ngini = 0.262\nsamples = 2571\nvalue = [2173, 398]"] ;
2095 -> 2101 ;
2102 [label="X[22] <= 38667.0\ngini = 0.301\nsamples = 937\nvalue = [764, 173]"] ;
2101 -> 2102 ;
2103 [label="X[4] <= 51.5\ngini = 0.299\nsamples = 935\nvalue = [764, 171]"] ;
2102 -> 2103 ;
2104 [label="X[18] <= 1636.5\ngini = 0.288\nsamples = 870\nvalue = [718, 152]"] ;
2103 -> 2104 ;
2105 [label="X[18] <= 1628.0\ngini = 0.325\nsamples = 451\nvalue = [359, 92]"] ;
2104 -> 2105 ;
2106 [label="X[16] <= 39436.0\ngini = 0.321\nsamples = 449\nvalue = [359, 90]"] ;
2105 -> 2106 ;
2107 [label="X[16] <= 8218.0\ngini = 0.316\nsamples = 447\nvalue = [359, 88]"] ;
2106 -> 2107 ;
2108 [label="X[5] <= -1.5\ngini = 0.234\nsamples = 163\nvalue = [141, 22]"] ;
2107 -> 2108 ;
2109 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2108 -> 2109 ;
2110 [label="X[13] <= 26588.5\ngini = 0.226\nsamples = 162\nvalue = [141, 21]"] ;
2108 -> 2110 ;
2111 [label="X[12] <= -451.0\ngini = 0.199\nsamples = 152\nvalue = [135, 17]"] ;
2110 -> 2111 ;
2112 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2111 -> 2112 ;
2113 [label="X[16] <= 11.0\ngini = 0.189\nsamples = 151\nvalue = [135, 16]"] ;
2111 -> 2113 ;
2114 [label="X[12] <= 17255.5\ngini = 0.278\nsamples = 60\nvalue = [50, 10]"] ;
2113 -> 2114 ;
2115 [label="X[15] <= 15979.5\ngini = 0.357\nsamples = 43\nvalue = [33, 10]"] ;
2114 -> 2115 ;
2116 [label="X[15] <= 7363.0\ngini = 0.314\nsamples = 41\nvalue = [33, 8]"] ;
2115 -> 2116 ;
2117 [label="X[19] <= 10244.0\ngini = 0.353\nsamples = 35\nvalue = [27, 8]"] ;
2116 -> 2117 ;
2118 [label="X[15] <= 5550.0\ngini = 0.327\nsamples = 34\nvalue = [27, 7]"] ;
2117 -> 2118 ;
2119 [label="X[18] <= 1335.0\ngini = 0.298\nsamples = 33\nvalue = [27, 6]"] ;
2118 -> 2119 ;
2120 [label="X[12] <= 2229.0\ngini = 0.238\nsamples = 29\nvalue = [25, 4]"] ;
2119 -> 2120 ;
2121 [label="X[0] <= 15000.0\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
2120 -> 2121 ;
2122 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2121 -> 2122 ;
2123 [label="X[12] <= 1942.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
2121 -> 2123 ;
2124 [label="X[15] <= -111.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2123 -> 2124 ;
2125 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2124 -> 2125 ;
2126 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2124 -> 2126 ;
2127 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2123 -> 2127 ;
2128 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2120 -> 2128 ;
2129 [label="X[19] <= 1200.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
2119 -> 2129 ;
2130 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2129 -> 2130 ;
2131 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2129 -> 2131 ;
2132 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2118 -> 2132 ;
2133 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2117 -> 2133 ;
2134 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2116 -> 2134 ;
2135 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2115 -> 2135 ;
2136 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
2114 -> 2136 ;
2137 [label="X[20] <= 1875.0\ngini = 0.123\nsamples = 91\nvalue = [85, 6]"] ;
2113 -> 2137 ;
2138 [label="X[4] <= 48.5\ngini = 0.074\nsamples = 78\nvalue = [75, 3]"] ;
2137 -> 2138 ;
2139 [label="X[17] <= 1107.5\ngini = 0.051\nsamples = 76\nvalue = [74, 2]"] ;
2138 -> 2139 ;
2140 [label="X[0] <= 15000.0\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
2139 -> 2140 ;
2141 [label="X[15] <= 3953.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
2140 -> 2141 ;
2142 [label="X[19] <= 1580.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2141 -> 2142 ;
2143 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2142 -> 2143 ;
2144 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2142 -> 2144 ;
2145 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2141 -> 2145 ;
2146 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2140 -> 2146 ;
2147 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]"] ;
2139 -> 2147 ;
2148 [label="X[4] <= 49.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2138 -> 2148 ;
2149 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2148 -> 2149 ;
2150 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2148 -> 2150 ;
2151 [label="X[11] <= 27680.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
2137 -> 2151 ;
2152 [label="X[21] <= 5959.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
2151 -> 2152 ;
2153 [label="X[20] <= 2090.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
2152 -> 2153 ;
2154 [label="X[17] <= 2575.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2153 -> 2154 ;
2155 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2154 -> 2155 ;
2156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2154 -> 2156 ;
2157 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2153 -> 2157 ;
2158 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2152 -> 2158 ;
2159 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2151 -> 2159 ;
2160 [label="X[13] <= 28285.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
2110 -> 2160 ;
2161 [label="X[17] <= 1679.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
2160 -> 2161 ;
2162 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2161 -> 2162 ;
2163 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2161 -> 2163 ;
2164 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2160 -> 2164 ;
2165 [label="X[20] <= 318.5\ngini = 0.357\nsamples = 284\nvalue = [218, 66]"] ;
2107 -> 2165 ;
2166 [label="X[16] <= 13209.0\ngini = 0.49\nsamples = 21\nvalue = [9, 12]"] ;
2165 -> 2166 ;
2167 [label="X[15] <= 8838.5\ngini = 0.415\nsamples = 17\nvalue = [5, 12]"] ;
2166 -> 2167 ;
2168 [label="X[11] <= 5611.0\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
2167 -> 2168 ;
2169 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2168 -> 2169 ;
2170 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2168 -> 2170 ;
2171 [label="X[19] <= 1026.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
2167 -> 2171 ;
2172 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2171 -> 2172 ;
2173 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
2171 -> 2173 ;
2174 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2166 -> 2174 ;
2175 [label="X[11] <= 39613.0\ngini = 0.326\nsamples = 263\nvalue = [209, 54]"] ;
2165 -> 2175 ;
2176 [label="X[4] <= 45.5\ngini = 0.319\nsamples = 261\nvalue = [209, 52]"] ;
2175 -> 2176 ;
2177 [label="X[21] <= 2015.5\ngini = 0.343\nsamples = 237\nvalue = [185, 52]"] ;
2176 -> 2177 ;
2178 [label="X[12] <= 3332.0\ngini = 0.364\nsamples = 213\nvalue = [162, 51]"] ;
2177 -> 2178 ;
2179 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2178 -> 2179 ;
2180 [label="X[15] <= 29640.5\ngini = 0.357\nsamples = 211\nvalue = [162, 49]"] ;
2178 -> 2180 ;
2181 [label="X[15] <= 29318.0\ngini = 0.371\nsamples = 199\nvalue = [150, 49]"] ;
2180 -> 2181 ;
2182 [label="X[13] <= 7709.5\ngini = 0.359\nsamples = 196\nvalue = [150, 46]"] ;
2181 -> 2182 ;
2183 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2182 -> 2183 ;
2184 [label="X[16] <= 18580.5\ngini = 0.375\nsamples = 184\nvalue = [138, 46]"] ;
2182 -> 2184 ;
2185 [label="X[1] <= 1.5\ngini = 0.427\nsamples = 97\nvalue = [67, 30]"] ;
2184 -> 2185 ;
2186 [label="X[16] <= 15438.0\ngini = 0.479\nsamples = 58\nvalue = [35, 23]"] ;
2185 -> 2186 ;
2187 [label="X[14] <= 9751.0\ngini = 0.388\nsamples = 38\nvalue = [28, 10]"] ;
2186 -> 2187 ;
2188 [label="X[13] <= 7787.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2187 -> 2188 ;
2189 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2188 -> 2189 ;
2190 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2188 -> 2190 ;
2191 [label="X[14] <= 10595.5\ngini = 0.469\nsamples = 24\nvalue = [15, 9]"] ;
2187 -> 2191 ;
2192 [label="X[18] <= 1147.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
2191 -> 2192 ;
2193 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2192 -> 2193 ;
2194 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2192 -> 2194 ;
2195 [label="X[12] <= 11779.0\ngini = 0.291\nsamples = 17\nvalue = [14, 3]"] ;
2191 -> 2195 ;
2196 [label="X[4] <= 25.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2195 -> 2196 ;
2197 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2196 -> 2197 ;
2198 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2196 -> 2198 ;
2199 [label="X[18] <= 1055.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2195 -> 2199 ;
2200 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2199 -> 2200 ;
2201 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2199 -> 2201 ;
2202 [label="X[13] <= 17131.5\ngini = 0.455\nsamples = 20\nvalue = [7, 13]"] ;
2186 -> 2202 ;
2203 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
2202 -> 2203 ;
2204 [label="X[16] <= 15667.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
2202 -> 2204 ;
2205 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2204 -> 2205 ;
2206 [label="X[4] <= 26.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2204 -> 2206 ;
2207 [label="X[17] <= 5797.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2206 -> 2207 ;
2208 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2207 -> 2208 ;
2209 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2207 -> 2209 ;
2210 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2206 -> 2210 ;
2211 [label="X[15] <= 10091.0\ngini = 0.295\nsamples = 39\nvalue = [32, 7]"] ;
2185 -> 2211 ;
2212 [label="X[19] <= 1155.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2211 -> 2212 ;
2213 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2212 -> 2213 ;
2214 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2212 -> 2214 ;
2215 [label="X[13] <= 31922.0\ngini = 0.202\nsamples = 35\nvalue = [31, 4]"] ;
2211 -> 2215 ;
2216 [label="X[20] <= 559.5\ngini = 0.161\nsamples = 34\nvalue = [31, 3]"] ;
2215 -> 2216 ;
2217 [label="X[13] <= 15578.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
2216 -> 2217 ;
2218 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2217 -> 2218 ;
2219 [label="X[13] <= 17522.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2217 -> 2219 ;
2220 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2219 -> 2220 ;
2221 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2219 -> 2221 ;
2222 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
2216 -> 2222 ;
2223 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2215 -> 2223 ;
2224 [label="X[18] <= 1362.0\ngini = 0.3\nsamples = 87\nvalue = [71, 16]"] ;
2184 -> 2224 ;
2225 [label="X[4] <= 23.5\ngini = 0.121\nsamples = 31\nvalue = [29, 2]"] ;
2224 -> 2225 ;
2226 [label="X[11] <= 17008.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2225 -> 2226 ;
2227 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2226 -> 2227 ;
2228 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2226 -> 2228 ;
2229 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
2225 -> 2229 ;
2230 [label="X[14] <= 18192.5\ngini = 0.375\nsamples = 56\nvalue = [42, 14]"] ;
2224 -> 2230 ;
2231 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2230 -> 2231 ;
2232 [label="X[18] <= 1477.5\ngini = 0.346\nsamples = 54\nvalue = [42, 12]"] ;
2230 -> 2232 ;
2233 [label="X[14] <= 26858.5\ngini = 0.453\nsamples = 26\nvalue = [17, 9]"] ;
2232 -> 2233 ;
2234 [label="X[21] <= 1642.0\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
2233 -> 2234 ;
2235 [label="X[13] <= 29281.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
2234 -> 2235 ;
2236 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
2235 -> 2236 ;
2237 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2235 -> 2237 ;
2238 [label="X[4] <= 23.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2234 -> 2238 ;
2239 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2238 -> 2239 ;
2240 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2238 -> 2240 ;
2241 [label="X[13] <= 28175.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
2233 -> 2241 ;
2242 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2241 -> 2242 ;
2243 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2241 -> 2243 ;
2244 [label="X[4] <= 34.5\ngini = 0.191\nsamples = 28\nvalue = [25, 3]"] ;
2232 -> 2244 ;
2245 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
2244 -> 2245 ;
2246 [label="X[22] <= 1361.5\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
2244 -> 2246 ;
2247 [label="X[22] <= 664.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
2246 -> 2247 ;
2248 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2247 -> 2248 ;
2249 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2247 -> 2249 ;
2250 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2246 -> 2250 ;
2251 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2181 -> 2251 ;
2252 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2180 -> 2252 ;
2253 [label="X[14] <= 29810.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
2177 -> 2253 ;
2254 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
2253 -> 2254 ;
2255 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2253 -> 2255 ;
2256 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
2176 -> 2256 ;
2257 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2175 -> 2257 ;
2258 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2106 -> 2258 ;
2259 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2105 -> 2259 ;
2260 [label="X[15] <= 40094.0\ngini = 0.245\nsamples = 419\nvalue = [359, 60]"] ;
2104 -> 2260 ;
2261 [label="X[17] <= 3009.5\ngini = 0.238\nsamples = 413\nvalue = [356, 57]"] ;
2260 -> 2261 ;
2262 [label="X[22] <= 1274.0\ngini = 0.213\nsamples = 346\nvalue = [304, 42]"] ;
2261 -> 2262 ;
2263 [label="X[22] <= 1240.5\ngini = 0.257\nsamples = 224\nvalue = [190, 34]"] ;
2262 -> 2263 ;
2264 [label="X[11] <= 252.0\ngini = 0.247\nsamples = 222\nvalue = [190, 32]"] ;
2263 -> 2264 ;
2265 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2264 -> 2265 ;
2266 [label="X[18] <= 28385.0\ngini = 0.241\nsamples = 221\nvalue = [190, 31]"] ;
2264 -> 2266 ;
2267 [label="X[21] <= 1001.0\ngini = 0.236\nsamples = 220\nvalue = [190, 30]"] ;
2266 -> 2267 ;
2268 [label="X[14] <= 21001.5\ngini = 0.289\nsamples = 143\nvalue = [118, 25]"] ;
2267 -> 2268 ;
2269 [label="X[3] <= 1.5\ngini = 0.206\nsamples = 103\nvalue = [91, 12]"] ;
2268 -> 2269 ;
2270 [label="X[21] <= 664.0\ngini = 0.358\nsamples = 30\nvalue = [23, 7]"] ;
2269 -> 2270 ;
2271 [label="X[19] <= 4985.5\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
2270 -> 2271 ;
2272 [label="X[2] <= 1.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
2271 -> 2272 ;
2273 [label="X[21] <= 331.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2272 -> 2273 ;
2274 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2273 -> 2274 ;
2275 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2273 -> 2275 ;
2276 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
2272 -> 2276 ;
2277 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2271 -> 2277 ;
2278 [label="X[19] <= 1086.0\ngini = 0.486\nsamples = 12\nvalue = [7, 5]"] ;
2270 -> 2278 ;
2279 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2278 -> 2279 ;
2280 [label="X[2] <= 2.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2278 -> 2280 ;
2281 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2280 -> 2281 ;
2282 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2280 -> 2282 ;
2283 [label="X[13] <= 1827.5\ngini = 0.128\nsamples = 73\nvalue = [68, 5]"] ;
2269 -> 2283 ;
2284 [label="X[15] <= 6053.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2283 -> 2284 ;
2285 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2284 -> 2285 ;
2286 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2284 -> 2286 ;
2287 [label="X[19] <= 8070.0\ngini = 0.106\nsamples = 71\nvalue = [67, 4]"] ;
2283 -> 2287 ;
2288 [label="X[3] <= 2.5\ngini = 0.084\nsamples = 68\nvalue = [65, 3]"] ;
2287 -> 2288 ;
2289 [label="X[20] <= 45.0\ngini = 0.06\nsamples = 65\nvalue = [63, 2]"] ;
2288 -> 2289 ;
2290 [label="X[10] <= -0.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
2289 -> 2290 ;
2291 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
2290 -> 2291 ;
2292 [label="X[14] <= 15413.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
2290 -> 2292 ;
2293 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2292 -> 2293 ;
2294 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2292 -> 2294 ;
2295 [label="gini = 0.0\nsamples = 50\nvalue = [50, 0]"] ;
2289 -> 2295 ;
2296 [label="X[11] <= 16436.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2288 -> 2296 ;
2297 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2296 -> 2297 ;
2298 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2296 -> 2298 ;
2299 [label="X[12] <= 1536.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2287 -> 2299 ;
2300 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2299 -> 2300 ;
2301 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2299 -> 2301 ;
2302 [label="X[20] <= 1958.0\ngini = 0.439\nsamples = 40\nvalue = [27, 13]"] ;
2268 -> 2302 ;
2303 [label="X[14] <= 23843.5\ngini = 0.375\nsamples = 36\nvalue = [27, 9]"] ;
2302 -> 2303 ;
2304 [label="X[18] <= 1670.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2303 -> 2304 ;
2305 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2304 -> 2305 ;
2306 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2304 -> 2306 ;
2307 [label="X[18] <= 3457.5\ngini = 0.305\nsamples = 32\nvalue = [26, 6]"] ;
2303 -> 2307 ;
2308 [label="X[15] <= 28806.0\ngini = 0.238\nsamples = 29\nvalue = [25, 4]"] ;
2307 -> 2308 ;
2309 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
2308 -> 2309 ;
2310 [label="X[19] <= 1395.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
2308 -> 2310 ;
2311 [label="X[18] <= 2219.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
2310 -> 2311 ;
2312 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2311 -> 2312 ;
2313 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2311 -> 2313 ;
2314 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2310 -> 2314 ;
2315 [label="X[18] <= 16443.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2307 -> 2315 ;
2316 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2315 -> 2316 ;
2317 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2315 -> 2317 ;
2318 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2302 -> 2318 ;
2319 [label="X[19] <= 4500.0\ngini = 0.121\nsamples = 77\nvalue = [72, 5]"] ;
2267 -> 2319 ;
2320 [label="X[16] <= 30462.5\ngini = 0.082\nsamples = 70\nvalue = [67, 3]"] ;
2319 -> 2320 ;
2321 [label="X[8] <= 1.0\ngini = 0.058\nsamples = 67\nvalue = [65, 2]"] ;
2320 -> 2321 ;
2322 [label="X[18] <= 1716.5\ngini = 0.031\nsamples = 63\nvalue = [62, 1]"] ;
2321 -> 2322 ;
2323 [label="X[22] <= 1000.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
2322 -> 2323 ;
2324 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2323 -> 2324 ;
2325 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2323 -> 2325 ;
2326 [label="gini = 0.0\nsamples = 54\nvalue = [54, 0]"] ;
2322 -> 2326 ;
2327 [label="X[0] <= 25000.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
2321 -> 2327 ;
2328 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2327 -> 2328 ;
2329 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2327 -> 2329 ;
2330 [label="X[16] <= 32407.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2320 -> 2330 ;
2331 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2330 -> 2331 ;
2332 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2330 -> 2332 ;
2333 [label="X[21] <= 2500.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
2319 -> 2333 ;
2334 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2333 -> 2334 ;
2335 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2333 -> 2335 ;
2336 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2266 -> 2336 ;
2337 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2263 -> 2337 ;
2338 [label="X[21] <= 1967.5\ngini = 0.123\nsamples = 122\nvalue = [114, 8]"] ;
2262 -> 2338 ;
2339 [label="gini = 0.0\nsamples = 64\nvalue = [64, 0]"] ;
2338 -> 2339 ;
2340 [label="X[18] <= 2222.5\ngini = 0.238\nsamples = 58\nvalue = [50, 8]"] ;
2338 -> 2340 ;
2341 [label="X[19] <= 5305.5\ngini = 0.375\nsamples = 32\nvalue = [24, 8]"] ;
2340 -> 2341 ;
2342 [label="X[8] <= 1.0\ngini = 0.32\nsamples = 30\nvalue = [24, 6]"] ;
2341 -> 2342 ;
2343 [label="X[18] <= 2190.0\ngini = 0.285\nsamples = 29\nvalue = [24, 5]"] ;
2342 -> 2343 ;
2344 [label="X[19] <= 970.0\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
2343 -> 2344 ;
2345 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2344 -> 2345 ;
2346 [label="X[13] <= 9123.0\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
2344 -> 2346 ;
2347 [label="X[4] <= 46.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2346 -> 2347 ;
2348 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2347 -> 2348 ;
2349 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2347 -> 2349 ;
2350 [label="X[12] <= 27934.0\ngini = 0.147\nsamples = 25\nvalue = [23, 2]"] ;
2346 -> 2350 ;
2351 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
2350 -> 2351 ;
2352 [label="X[15] <= 27084.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
2350 -> 2352 ;
2353 [label="X[10] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2352 -> 2353 ;
2354 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2353 -> 2354 ;
2355 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2353 -> 2355 ;
2356 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2352 -> 2356 ;
2357 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2343 -> 2357 ;
2358 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2342 -> 2358 ;
2359 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2341 -> 2359 ;
2360 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
2340 -> 2360 ;
2361 [label="X[17] <= 3336.5\ngini = 0.348\nsamples = 67\nvalue = [52, 15]"] ;
2261 -> 2361 ;
2362 [label="X[19] <= 5032.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
2361 -> 2362 ;
2363 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2362 -> 2363 ;
2364 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2362 -> 2364 ;
2365 [label="X[22] <= 15671.0\ngini = 0.296\nsamples = 61\nvalue = [50, 11]"] ;
2361 -> 2365 ;
2366 [label="X[17] <= 5008.5\ngini = 0.259\nsamples = 59\nvalue = [50, 9]"] ;
2365 -> 2366 ;
2367 [label="X[22] <= 219.5\ngini = 0.384\nsamples = 27\nvalue = [20, 7]"] ;
2366 -> 2367 ;
2368 [label="X[21] <= 2950.0\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
2367 -> 2368 ;
2369 [label="X[15] <= 953.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
2368 -> 2369 ;
2370 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2369 -> 2370 ;
2371 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2369 -> 2371 ;
2372 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2368 -> 2372 ;
2373 [label="X[16] <= 33021.0\ngini = 0.255\nsamples = 20\nvalue = [17, 3]"] ;
2367 -> 2373 ;
2374 [label="X[12] <= 3594.0\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
2373 -> 2374 ;
2375 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2374 -> 2375 ;
2376 [label="X[18] <= 2007.5\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
2374 -> 2376 ;
2377 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2376 -> 2377 ;
2378 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2377 -> 2378 ;
2379 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2377 -> 2379 ;
2380 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
2376 -> 2380 ;
2381 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2373 -> 2381 ;
2382 [label="X[5] <= -1.5\ngini = 0.117\nsamples = 32\nvalue = [30, 2]"] ;
2366 -> 2382 ;
2383 [label="X[17] <= 15628.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2382 -> 2383 ;
2384 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2383 -> 2384 ;
2385 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2383 -> 2385 ;
2386 [label="X[17] <= 11768.5\ngini = 0.064\nsamples = 30\nvalue = [29, 1]"] ;
2382 -> 2386 ;
2387 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
2386 -> 2387 ;
2388 [label="X[17] <= 12260.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
2386 -> 2388 ;
2389 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2388 -> 2389 ;
2390 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2388 -> 2390 ;
2391 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2365 -> 2391 ;
2392 [label="X[14] <= 63305.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
2260 -> 2392 ;
2393 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2392 -> 2393 ;
2394 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2392 -> 2394 ;
2395 [label="X[19] <= 3253.0\ngini = 0.414\nsamples = 65\nvalue = [46, 19]"] ;
2103 -> 2395 ;
2396 [label="X[20] <= 682.5\ngini = 0.357\nsamples = 56\nvalue = [43, 13]"] ;
2395 -> 2396 ;
2397 [label="X[22] <= 609.5\ngini = 0.49\nsamples = 14\nvalue = [8, 6]"] ;
2396 -> 2397 ;
2398 [label="X[13] <= 10382.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
2397 -> 2398 ;
2399 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2398 -> 2399 ;
2400 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2398 -> 2400 ;
2401 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2397 -> 2401 ;
2402 [label="X[18] <= 1590.0\ngini = 0.278\nsamples = 42\nvalue = [35, 7]"] ;
2396 -> 2402 ;
2403 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
2402 -> 2403 ;
2404 [label="X[2] <= 2.5\ngini = 0.434\nsamples = 22\nvalue = [15, 7]"] ;
2402 -> 2404 ;
2405 [label="X[21] <= 1197.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
2404 -> 2405 ;
2406 [label="X[14] <= 23078.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2405 -> 2406 ;
2407 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2406 -> 2407 ;
2408 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2406 -> 2408 ;
2409 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2405 -> 2409 ;
2410 [label="X[21] <= 347.5\ngini = 0.305\nsamples = 16\nvalue = [13, 3]"] ;
2404 -> 2410 ;
2411 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2410 -> 2411 ;
2412 [label="X[4] <= 61.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2410 -> 2412 ;
2413 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2412 -> 2413 ;
2414 [label="X[18] <= 1850.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2412 -> 2414 ;
2415 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2414 -> 2415 ;
2416 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2414 -> 2416 ;
2417 [label="X[21] <= 7017.5\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
2395 -> 2417 ;
2418 [label="X[17] <= 195.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
2417 -> 2418 ;
2419 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2418 -> 2419 ;
2420 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2418 -> 2420 ;
2421 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2417 -> 2421 ;
2422 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2102 -> 2422 ;
2423 [label="X[12] <= 47566.5\ngini = 0.237\nsamples = 1634\nvalue = [1409, 225]"] ;
2101 -> 2423 ;
2424 [label="X[18] <= 1344.0\ngini = 0.194\nsamples = 990\nvalue = [882, 108]"] ;
2423 -> 2424 ;
2425 [label="X[15] <= -45.5\ngini = 0.297\nsamples = 171\nvalue = [140, 31]"] ;
2424 -> 2425 ;
2426 [label="X[5] <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2425 -> 2426 ;
2427 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2426 -> 2427 ;
2428 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2426 -> 2428 ;
2429 [label="X[18] <= 1044.0\ngini = 0.279\nsamples = 167\nvalue = [139, 28]"] ;
2425 -> 2429 ;
2430 [label="X[12] <= 43467.5\ngini = 0.112\nsamples = 67\nvalue = [63, 4]"] ;
2429 -> 2430 ;
2431 [label="X[11] <= 449.0\ngini = 0.087\nsamples = 66\nvalue = [63, 3]"] ;
2430 -> 2431 ;
2432 [label="X[18] <= 490.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2431 -> 2432 ;
2433 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2432 -> 2433 ;
2434 [label="X[4] <= 26.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2432 -> 2434 ;
2435 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2434 -> 2435 ;
2436 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2434 -> 2436 ;
2437 [label="X[12] <= 37383.5\ngini = 0.034\nsamples = 57\nvalue = [56, 1]"] ;
2431 -> 2437 ;
2438 [label="gini = 0.0\nsamples = 54\nvalue = [54, 0]"] ;
2437 -> 2438 ;
2439 [label="X[11] <= 45963.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2437 -> 2439 ;
2440 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2439 -> 2440 ;
2441 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2439 -> 2441 ;
2442 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2430 -> 2442 ;
2443 [label="X[17] <= 1153.5\ngini = 0.365\nsamples = 100\nvalue = [76, 24]"] ;
2429 -> 2443 ;
2444 [label="X[14] <= 8454.0\ngini = 0.484\nsamples = 17\nvalue = [7, 10]"] ;
2443 -> 2444 ;
2445 [label="X[3] <= 1.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10]"] ;
2444 -> 2445 ;
2446 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2445 -> 2446 ;
2447 [label="X[21] <= 823.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
2445 -> 2447 ;
2448 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2447 -> 2448 ;
2449 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2447 -> 2449 ;
2450 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2444 -> 2450 ;
2451 [label="X[12] <= 5763.0\ngini = 0.28\nsamples = 83\nvalue = [69, 14]"] ;
2443 -> 2451 ;
2452 [label="X[0] <= 55000.0\ngini = 0.494\nsamples = 9\nvalue = [4, 5]"] ;
2451 -> 2452 ;
2453 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2452 -> 2453 ;
2454 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2452 -> 2454 ;
2455 [label="X[18] <= 1304.5\ngini = 0.214\nsamples = 74\nvalue = [65, 9]"] ;
2451 -> 2455 ;
2456 [label="X[12] <= 46591.5\ngini = 0.14\nsamples = 66\nvalue = [61, 5]"] ;
2455 -> 2456 ;
2457 [label="X[14] <= 2060.5\ngini = 0.116\nsamples = 65\nvalue = [61, 4]"] ;
2456 -> 2457 ;
2458 [label="X[19] <= 1440.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2457 -> 2458 ;
2459 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2458 -> 2459 ;
2460 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2458 -> 2460 ;
2461 [label="X[19] <= 2900.0\ngini = 0.091\nsamples = 63\nvalue = [60, 3]"] ;
2457 -> 2461 ;
2462 [label="X[11] <= 46529.0\ngini = 0.037\nsamples = 53\nvalue = [52, 1]"] ;
2461 -> 2462 ;
2463 [label="gini = 0.0\nsamples = 48\nvalue = [48, 0]"] ;
2462 -> 2463 ;
2464 [label="X[21] <= 705.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2462 -> 2464 ;
2465 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2464 -> 2465 ;
2466 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2464 -> 2466 ;
2467 [label="X[17] <= 1336.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
2461 -> 2467 ;
2468 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2467 -> 2468 ;
2469 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2467 -> 2469 ;
2470 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2456 -> 2470 ;
2471 [label="X[15] <= 19400.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
2455 -> 2471 ;
2472 [label="X[4] <= 25.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2471 -> 2472 ;
2473 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2472 -> 2473 ;
2474 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2472 -> 2474 ;
2475 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2471 -> 2475 ;
2476 [label="X[14] <= 28084.0\ngini = 0.17\nsamples = 819\nvalue = [742, 77]"] ;
2424 -> 2476 ;
2477 [label="X[17] <= 54147.5\ngini = 0.124\nsamples = 495\nvalue = [462, 33]"] ;
2476 -> 2477 ;
2478 [label="X[20] <= 1097.0\ngini = 0.121\nsamples = 494\nvalue = [462, 32]"] ;
2477 -> 2478 ;
2479 [label="X[10] <= 1.0\ngini = 0.07\nsamples = 275\nvalue = [265, 10]"] ;
2478 -> 2479 ;
2480 [label="X[13] <= 26995.5\ngini = 0.064\nsamples = 273\nvalue = [264, 9]"] ;
2479 -> 2480 ;
2481 [label="X[13] <= 5641.5\ngini = 0.02\nsamples = 200\nvalue = [198, 2]"] ;
2480 -> 2481 ;
2482 [label="X[11] <= 5740.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
2481 -> 2482 ;
2483 [label="X[13] <= 5546.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
2482 -> 2483 ;
2484 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
2483 -> 2484 ;
2485 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2483 -> 2485 ;
2486 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2482 -> 2486 ;
2487 [label="gini = 0.0\nsamples = 188\nvalue = [188, 0]"] ;
2481 -> 2487 ;
2488 [label="X[13] <= 27410.0\ngini = 0.173\nsamples = 73\nvalue = [66, 7]"] ;
2480 -> 2488 ;
2489 [label="X[2] <= 2.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2488 -> 2489 ;
2490 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2489 -> 2490 ;
2491 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2489 -> 2491 ;
2492 [label="X[14] <= 18825.0\ngini = 0.109\nsamples = 69\nvalue = [65, 4]"] ;
2488 -> 2492 ;
2493 [label="X[16] <= 19381.0\ngini = 0.308\nsamples = 21\nvalue = [17, 4]"] ;
2492 -> 2493 ;
2494 [label="X[13] <= 29916.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
2493 -> 2494 ;
2495 [label="X[4] <= 34.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2494 -> 2495 ;
2496 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2495 -> 2496 ;
2497 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2495 -> 2497 ;
2498 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
2494 -> 2498 ;
2499 [label="X[13] <= 41980.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2493 -> 2499 ;
2500 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2499 -> 2500 ;
2501 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2499 -> 2501 ;
2502 [label="gini = 0.0\nsamples = 48\nvalue = [48, 0]"] ;
2492 -> 2502 ;
2503 [label="X[12] <= 14848.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2479 -> 2503 ;
2504 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2503 -> 2504 ;
2505 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2503 -> 2505 ;
2506 [label="X[17] <= 19991.0\ngini = 0.181\nsamples = 219\nvalue = [197, 22]"] ;
2478 -> 2506 ;
2507 [label="X[18] <= 1378.5\ngini = 0.167\nsamples = 217\nvalue = [197, 20]"] ;
2506 -> 2507 ;
2508 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2507 -> 2508 ;
2509 [label="X[17] <= 1895.0\ngini = 0.16\nsamples = 216\nvalue = [197, 19]"] ;
2507 -> 2509 ;
2510 [label="X[20] <= 2059.0\ngini = 0.258\nsamples = 79\nvalue = [67, 12]"] ;
2509 -> 2510 ;
2511 [label="X[19] <= 1105.5\ngini = 0.381\nsamples = 43\nvalue = [32, 11]"] ;
2510 -> 2511 ;
2512 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2511 -> 2512 ;
2513 [label="X[3] <= 1.5\ngini = 0.431\nsamples = 35\nvalue = [24, 11]"] ;
2511 -> 2513 ;
2514 [label="X[18] <= 1550.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
2513 -> 2514 ;
2515 [label="X[0] <= 55000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2514 -> 2515 ;
2516 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2515 -> 2516 ;
2517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2515 -> 2517 ;
2518 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2514 -> 2518 ;
2519 [label="X[17] <= 1743.5\ngini = 0.491\nsamples = 23\nvalue = [13, 10]"] ;
2513 -> 2519 ;
2520 [label="X[21] <= 1071.0\ngini = 0.455\nsamples = 20\nvalue = [13, 7]"] ;
2519 -> 2520 ;
2521 [label="X[18] <= 1701.0\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
2520 -> 2521 ;
2522 [label="X[13] <= 21631.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
2521 -> 2522 ;
2523 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2522 -> 2523 ;
2524 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2522 -> 2524 ;
2525 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2521 -> 2525 ;
2526 [label="X[15] <= 14707.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
2520 -> 2526 ;
2527 [label="X[13] <= 9824.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2526 -> 2527 ;
2528 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2527 -> 2528 ;
2529 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2527 -> 2529 ;
2530 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2526 -> 2530 ;
2531 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2519 -> 2531 ;
2532 [label="X[18] <= 1428.0\ngini = 0.054\nsamples = 36\nvalue = [35, 1]"] ;
2510 -> 2532 ;
2533 [label="X[0] <= 55000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2532 -> 2533 ;
2534 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2533 -> 2534 ;
2535 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2533 -> 2535 ;
2536 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]"] ;
2532 -> 2536 ;
2537 [label="X[4] <= 24.5\ngini = 0.097\nsamples = 137\nvalue = [130, 7]"] ;
2509 -> 2537 ;
2538 [label="X[5] <= -0.5\ngini = 0.269\nsamples = 25\nvalue = [21, 4]"] ;
2537 -> 2538 ;
2539 [label="X[18] <= 5638.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
2538 -> 2539 ;
2540 [label="X[4] <= 22.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2539 -> 2540 ;
2541 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2540 -> 2541 ;
2542 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2540 -> 2542 ;
2543 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2539 -> 2543 ;
2544 [label="X[11] <= 48705.0\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
2538 -> 2544 ;
2545 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
2544 -> 2545 ;
2546 [label="X[10] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2544 -> 2546 ;
2547 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2546 -> 2547 ;
2548 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2546 -> 2548 ;
2549 [label="X[13] <= 42478.0\ngini = 0.052\nsamples = 112\nvalue = [109, 3]"] ;
2537 -> 2549 ;
2550 [label="X[11] <= 14399.0\ngini = 0.036\nsamples = 109\nvalue = [107, 2]"] ;
2549 -> 2550 ;
2551 [label="X[11] <= 14173.5\ngini = 0.105\nsamples = 36\nvalue = [34, 2]"] ;
2550 -> 2551 ;
2552 [label="X[15] <= 3919.5\ngini = 0.056\nsamples = 35\nvalue = [34, 1]"] ;
2551 -> 2552 ;
2553 [label="X[15] <= 3537.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
2552 -> 2553 ;
2554 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2553 -> 2554 ;
2555 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2553 -> 2555 ;
2556 [label="gini = 0.0\nsamples = 29\nvalue = [29, 0]"] ;
2552 -> 2556 ;
2557 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2551 -> 2557 ;
2558 [label="gini = 0.0\nsamples = 73\nvalue = [73, 0]"] ;
2550 -> 2558 ;
2559 [label="X[11] <= 46713.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2549 -> 2559 ;
2560 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2559 -> 2560 ;
2561 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2559 -> 2561 ;
2562 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2506 -> 2562 ;
2563 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2477 -> 2563 ;
2564 [label="X[12] <= 37414.0\ngini = 0.235\nsamples = 324\nvalue = [280, 44]"] ;
2476 -> 2564 ;
2565 [label="X[12] <= 36012.5\ngini = 0.322\nsamples = 134\nvalue = [107, 27]"] ;
2564 -> 2565 ;
2566 [label="X[16] <= 51168.0\ngini = 0.287\nsamples = 121\nvalue = [100, 21]"] ;
2565 -> 2566 ;
2567 [label="X[4] <= 22.5\ngini = 0.268\nsamples = 119\nvalue = [100, 19]"] ;
2566 -> 2567 ;
2568 [label="X[18] <= 1625.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2567 -> 2568 ;
2569 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2568 -> 2569 ;
2570 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2568 -> 2570 ;
2571 [label="X[21] <= 3550.0\ngini = 0.25\nsamples = 116\nvalue = [99, 17]"] ;
2567 -> 2571 ;
2572 [label="X[11] <= 50955.5\ngini = 0.206\nsamples = 103\nvalue = [91, 12]"] ;
2571 -> 2572 ;
2573 [label="X[20] <= 5050.0\ngini = 0.18\nsamples = 100\nvalue = [90, 10]"] ;
2572 -> 2573 ;
2574 [label="X[18] <= 47080.0\ngini = 0.165\nsamples = 99\nvalue = [90, 9]"] ;
2573 -> 2574 ;
2575 [label="X[13] <= 26718.5\ngini = 0.15\nsamples = 98\nvalue = [90, 8]"] ;
2574 -> 2575 ;
2576 [label="X[17] <= 1307.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2575 -> 2576 ;
2577 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2576 -> 2577 ;
2578 [label="X[16] <= 27098.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2576 -> 2578 ;
2579 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2578 -> 2579 ;
2580 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2578 -> 2580 ;
2581 [label="X[11] <= 32089.0\ngini = 0.122\nsamples = 92\nvalue = [86, 6]"] ;
2575 -> 2581 ;
2582 [label="X[11] <= 31615.5\ngini = 0.219\nsamples = 48\nvalue = [42, 6]"] ;
2581 -> 2582 ;
2583 [label="X[20] <= 1183.5\ngini = 0.19\nsamples = 47\nvalue = [42, 5]"] ;
2582 -> 2583 ;
2584 [label="X[13] <= 30403.5\ngini = 0.332\nsamples = 19\nvalue = [15, 4]"] ;
2583 -> 2584 ;
2585 [label="X[22] <= 1614.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2584 -> 2585 ;
2586 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2585 -> 2586 ;
2587 [label="X[15] <= 29930.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2585 -> 2587 ;
2588 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2587 -> 2588 ;
2589 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2587 -> 2589 ;
2590 [label="X[15] <= 28061.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
2584 -> 2590 ;
2591 [label="X[20] <= 831.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2590 -> 2591 ;
2592 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2591 -> 2592 ;
2593 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2591 -> 2593 ;
2594 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2590 -> 2594 ;
2595 [label="X[4] <= 53.5\ngini = 0.069\nsamples = 28\nvalue = [27, 1]"] ;
2583 -> 2595 ;
2596 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
2595 -> 2596 ;
2597 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2595 -> 2597 ;
2598 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2597 -> 2598 ;
2599 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2597 -> 2599 ;
2600 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2582 -> 2600 ;
2601 [label="gini = 0.0\nsamples = 44\nvalue = [44, 0]"] ;
2581 -> 2601 ;
2602 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2574 -> 2602 ;
2603 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2573 -> 2603 ;
2604 [label="X[19] <= 1123.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2572 -> 2604 ;
2605 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2604 -> 2605 ;
2606 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2604 -> 2606 ;
2607 [label="X[21] <= 6002.0\ngini = 0.473\nsamples = 13\nvalue = [8, 5]"] ;
2571 -> 2607 ;
2608 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2607 -> 2608 ;
2609 [label="X[14] <= 29060.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
2607 -> 2609 ;
2610 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2609 -> 2610 ;
2611 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2609 -> 2611 ;
2612 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2566 -> 2612 ;
2613 [label="X[3] <= 1.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
2565 -> 2613 ;
2614 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2613 -> 2614 ;
2615 [label="X[11] <= 35351.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2613 -> 2615 ;
2616 [label="X[5] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2615 -> 2616 ;
2617 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2616 -> 2617 ;
2618 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2616 -> 2618 ;
2619 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2615 -> 2619 ;
2620 [label="X[22] <= 11000.0\ngini = 0.163\nsamples = 190\nvalue = [173, 17]"] ;
2564 -> 2620 ;
2621 [label="X[14] <= 46711.0\ngini = 0.148\nsamples = 186\nvalue = [171, 15]"] ;
2620 -> 2621 ;
2622 [label="X[11] <= 42758.0\ngini = 0.084\nsamples = 137\nvalue = [131, 6]"] ;
2621 -> 2622 ;
2623 [label="X[11] <= 42617.5\ngini = 0.211\nsamples = 50\nvalue = [44, 6]"] ;
2622 -> 2623 ;
2624 [label="X[13] <= 45304.0\ngini = 0.183\nsamples = 49\nvalue = [44, 5]"] ;
2623 -> 2624 ;
2625 [label="X[4] <= 36.0\ngini = 0.153\nsamples = 48\nvalue = [44, 4]"] ;
2624 -> 2625 ;
2626 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]"] ;
2625 -> 2626 ;
2627 [label="X[20] <= 2500.0\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
2625 -> 2627 ;
2628 [label="X[2] <= 1.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
2627 -> 2628 ;
2629 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2628 -> 2629 ;
2630 [label="X[21] <= 1911.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2628 -> 2630 ;
2631 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
2630 -> 2631 ;
2632 [label="X[4] <= 40.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2630 -> 2632 ;
2633 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2632 -> 2633 ;
2634 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2632 -> 2634 ;
2635 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2627 -> 2635 ;
2636 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2624 -> 2636 ;
2637 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2623 -> 2637 ;
2638 [label="gini = 0.0\nsamples = 87\nvalue = [87, 0]"] ;
2622 -> 2638 ;
2639 [label="X[14] <= 47076.0\ngini = 0.3\nsamples = 49\nvalue = [40, 9]"] ;
2621 -> 2639 ;
2640 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2639 -> 2640 ;
2641 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2640 -> 2641 ;
2642 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2640 -> 2642 ;
2643 [label="X[11] <= 51665.5\ngini = 0.258\nsamples = 46\nvalue = [39, 7]"] ;
2639 -> 2643 ;
2644 [label="X[17] <= 17400.0\ngini = 0.231\nsamples = 45\nvalue = [39, 6]"] ;
2643 -> 2644 ;
2645 [label="X[11] <= 45802.0\ngini = 0.201\nsamples = 44\nvalue = [39, 5]"] ;
2644 -> 2645 ;
2646 [label="X[2] <= 2.5\ngini = 0.375\nsamples = 20\nvalue = [15, 5]"] ;
2645 -> 2646 ;
2647 [label="X[13] <= 47866.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
2646 -> 2647 ;
2648 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
2647 -> 2648 ;
2649 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2647 -> 2649 ;
2650 [label="X[21] <= 1433.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
2646 -> 2650 ;
2651 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2650 -> 2651 ;
2652 [label="X[13] <= 47539.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2650 -> 2652 ;
2653 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2652 -> 2653 ;
2654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2652 -> 2654 ;
2655 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
2645 -> 2655 ;
2656 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2644 -> 2656 ;
2657 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2643 -> 2657 ;
2658 [label="X[22] <= 18314.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
2620 -> 2658 ;
2659 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2658 -> 2659 ;
2660 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2658 -> 2660 ;
2661 [label="X[12] <= 47592.0\ngini = 0.297\nsamples = 644\nvalue = [527, 117]"] ;
2423 -> 2661 ;
2662 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2661 -> 2662 ;
2663 [label="X[19] <= 66105.5\ngini = 0.294\nsamples = 642\nvalue = [527, 115]"] ;
2661 -> 2663 ;
2664 [label="X[21] <= 1131.0\ngini = 0.291\nsamples = 640\nvalue = [527, 113]"] ;
2663 -> 2664 ;
2665 [label="X[3] <= 1.5\ngini = 0.353\nsamples = 258\nvalue = [199, 59]"] ;
2664 -> 2665 ;
2666 [label="X[21] <= 557.0\ngini = 0.438\nsamples = 105\nvalue = [71, 34]"] ;
2665 -> 2666 ;
2667 [label="X[18] <= 2013.0\ngini = 0.499\nsamples = 27\nvalue = [13, 14]"] ;
2666 -> 2667 ;
2668 [label="X[4] <= 30.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
2667 -> 2668 ;
2669 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2668 -> 2669 ;
2670 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2669 -> 2670 ;
2671 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2669 -> 2671 ;
2672 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2668 -> 2672 ;
2673 [label="X[14] <= 49731.5\ngini = 0.415\nsamples = 17\nvalue = [5, 12]"] ;
2667 -> 2673 ;
2674 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
2673 -> 2674 ;
2675 [label="X[13] <= 57955.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
2673 -> 2675 ;
2676 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2675 -> 2676 ;
2677 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2675 -> 2677 ;
2678 [label="X[22] <= 841.5\ngini = 0.381\nsamples = 78\nvalue = [58, 20]"] ;
2666 -> 2678 ;
2679 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
2678 -> 2679 ;
2680 [label="X[16] <= 30581.0\ngini = 0.437\nsamples = 62\nvalue = [42, 20]"] ;
2678 -> 2680 ;
2681 [label="X[4] <= 47.5\ngini = 0.42\nsamples = 60\nvalue = [42, 18]"] ;
2680 -> 2681 ;
2682 [label="X[12] <= 50057.0\ngini = 0.37\nsamples = 49\nvalue = [37, 12]"] ;
2681 -> 2682 ;
2683 [label="X[17] <= 2719.0\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
2682 -> 2683 ;
2684 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
2683 -> 2684 ;
2685 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2683 -> 2685 ;
2686 [label="X[14] <= 54397.0\ngini = 0.451\nsamples = 32\nvalue = [21, 11]"] ;
2682 -> 2686 ;
2687 [label="X[15] <= 29155.0\ngini = 0.493\nsamples = 25\nvalue = [14, 11]"] ;
2686 -> 2687 ;
2688 [label="X[16] <= 26556.0\ngini = 0.432\nsamples = 19\nvalue = [13, 6]"] ;
2687 -> 2688 ;
2689 [label="X[22] <= 1245.0\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
2688 -> 2689 ;
2690 [label="X[1] <= 1.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
2689 -> 2690 ;
2691 [label="X[4] <= 43.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2690 -> 2691 ;
2692 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2691 -> 2692 ;
2693 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2691 -> 2693 ;
2694 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2690 -> 2694 ;
2695 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2689 -> 2695 ;
2696 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2688 -> 2696 ;
2697 [label="X[15] <= 31874.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
2687 -> 2697 ;
2698 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2697 -> 2698 ;
2699 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2697 -> 2699 ;
2700 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2686 -> 2700 ;
2701 [label="X[17] <= 2356.5\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
2681 -> 2701 ;
2702 [label="X[18] <= 3750.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
2701 -> 2702 ;
2703 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2702 -> 2703 ;
2704 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2702 -> 2704 ;
2705 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2701 -> 2705 ;
2706 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2680 -> 2706 ;
2707 [label="X[21] <= 1075.0\ngini = 0.273\nsamples = 153\nvalue = [128, 25]"] ;
2665 -> 2707 ;
2708 [label="X[18] <= 7966.0\ngini = 0.235\nsamples = 140\nvalue = [121, 19]"] ;
2707 -> 2708 ;
2709 [label="X[20] <= 698.0\ngini = 0.217\nsamples = 137\nvalue = [120, 17]"] ;
2708 -> 2709 ;
2710 [label="gini = 0.0\nsamples = 40\nvalue = [40, 0]"] ;
2709 -> 2710 ;
2711 [label="X[22] <= 14475.5\ngini = 0.289\nsamples = 97\nvalue = [80, 17]"] ;
2709 -> 2711 ;
2712 [label="X[14] <= 19412.0\ngini = 0.266\nsamples = 95\nvalue = [80, 15]"] ;
2711 -> 2712 ;
2713 [label="X[15] <= 18816.5\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
2712 -> 2713 ;
2714 [label="X[4] <= 23.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2713 -> 2714 ;
2715 [label="X[19] <= 1345.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2714 -> 2715 ;
2716 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2715 -> 2716 ;
2717 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2715 -> 2717 ;
2718 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2714 -> 2718 ;
2719 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2713 -> 2719 ;
2720 [label="X[20] <= 12839.0\ngini = 0.195\nsamples = 82\nvalue = [73, 9]"] ;
2712 -> 2720 ;
2721 [label="X[16] <= 18412.5\ngini = 0.162\nsamples = 79\nvalue = [72, 7]"] ;
2720 -> 2721 ;
2722 [label="X[11] <= 49584.0\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
2721 -> 2722 ;
2723 [label="X[17] <= 2308.5\ngini = 0.494\nsamples = 9\nvalue = [4, 5]"] ;
2722 -> 2723 ;
2724 [label="X[18] <= 2926.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
2723 -> 2724 ;
2725 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2724 -> 2725 ;
2726 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2724 -> 2726 ;
2727 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2723 -> 2727 ;
2728 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
2722 -> 2728 ;
2729 [label="X[18] <= 4276.5\ngini = 0.062\nsamples = 62\nvalue = [60, 2]"] ;
2721 -> 2729 ;
2730 [label="X[12] <= 69372.0\ngini = 0.032\nsamples = 61\nvalue = [60, 1]"] ;
2729 -> 2730 ;
2731 [label="gini = 0.0\nsamples = 59\nvalue = [59, 0]"] ;
2730 -> 2731 ;
2732 [label="X[22] <= 970.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2730 -> 2732 ;
2733 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2732 -> 2733 ;
2734 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2732 -> 2734 ;
2735 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2729 -> 2735 ;
2736 [label="X[18] <= 1812.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2720 -> 2736 ;
2737 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2736 -> 2737 ;
2738 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2736 -> 2738 ;
2739 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2711 -> 2739 ;
2740 [label="X[22] <= 1004.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2708 -> 2740 ;
2741 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2740 -> 2741 ;
2742 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2740 -> 2742 ;
2743 [label="X[14] <= 29762.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
2707 -> 2743 ;
2744 [label="X[4] <= 49.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
2743 -> 2744 ;
2745 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2744 -> 2745 ;
2746 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2744 -> 2746 ;
2747 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2743 -> 2747 ;
2748 [label="X[21] <= 1681.0\ngini = 0.243\nsamples = 382\nvalue = [328, 54]"] ;
2664 -> 2748 ;
2749 [label="X[18] <= 1514.5\ngini = 0.11\nsamples = 103\nvalue = [97, 6]"] ;
2748 -> 2749 ;
2750 [label="X[4] <= 33.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2749 -> 2750 ;
2751 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2750 -> 2751 ;
2752 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2750 -> 2752 ;
2753 [label="X[17] <= 1715.0\ngini = 0.079\nsamples = 97\nvalue = [93, 4]"] ;
2749 -> 2753 ;
2754 [label="X[11] <= 50985.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2753 -> 2754 ;
2755 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2754 -> 2755 ;
2756 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2754 -> 2756 ;
2757 [label="X[4] <= 22.5\ngini = 0.061\nsamples = 95\nvalue = [92, 3]"] ;
2753 -> 2757 ;
2758 [label="X[11] <= 48148.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2757 -> 2758 ;
2759 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2758 -> 2759 ;
2760 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2758 -> 2760 ;
2761 [label="X[12] <= 67669.0\ngini = 0.043\nsamples = 90\nvalue = [88, 2]"] ;
2757 -> 2761 ;
2762 [label="X[4] <= 47.5\ngini = 0.024\nsamples = 83\nvalue = [82, 1]"] ;
2761 -> 2762 ;
2763 [label="gini = 0.0\nsamples = 69\nvalue = [69, 0]"] ;
2762 -> 2763 ;
2764 [label="X[12] <= 58616.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
2762 -> 2764 ;
2765 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
2764 -> 2765 ;
2766 [label="X[4] <= 49.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2764 -> 2766 ;
2767 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2766 -> 2767 ;
2768 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2766 -> 2768 ;
2769 [label="X[18] <= 2476.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
2761 -> 2769 ;
2770 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2769 -> 2770 ;
2771 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2769 -> 2771 ;
2772 [label="X[21] <= 1714.0\ngini = 0.285\nsamples = 279\nvalue = [231, 48]"] ;
2748 -> 2772 ;
2773 [label="X[12] <= 57745.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2772 -> 2773 ;
2774 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2773 -> 2774 ;
2775 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2773 -> 2775 ;
2776 [label="X[13] <= 77652.5\ngini = 0.274\nsamples = 275\nvalue = [230, 45]"] ;
2772 -> 2776 ;
2777 [label="X[12] <= 102437.5\ngini = 0.26\nsamples = 267\nvalue = [226, 41]"] ;
2776 -> 2777 ;
2778 [label="X[11] <= 67019.5\ngini = 0.256\nsamples = 266\nvalue = [226, 40]"] ;
2777 -> 2778 ;
2779 [label="X[22] <= 2647.5\ngini = 0.294\nsamples = 207\nvalue = [170, 37]"] ;
2778 -> 2779 ;
2780 [label="X[16] <= 4013.0\ngini = 0.341\nsamples = 156\nvalue = [122, 34]"] ;
2779 -> 2780 ;
2781 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2780 -> 2781 ;
2782 [label="X[22] <= 1079.5\ngini = 0.329\nsamples = 154\nvalue = [122, 32]"] ;
2780 -> 2782 ;
2783 [label="X[9] <= -0.5\ngini = 0.097\nsamples = 39\nvalue = [37, 2]"] ;
2782 -> 2783 ;
2784 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2783 -> 2784 ;
2785 [label="X[4] <= 51.0\ngini = 0.051\nsamples = 38\nvalue = [37, 1]"] ;
2783 -> 2785 ;
2786 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]"] ;
2785 -> 2786 ;
2787 [label="X[20] <= 878.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
2785 -> 2787 ;
2788 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2787 -> 2788 ;
2789 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2787 -> 2789 ;
2790 [label="X[13] <= 37132.5\ngini = 0.386\nsamples = 115\nvalue = [85, 30]"] ;
2782 -> 2790 ;
2791 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2790 -> 2791 ;
2792 [label="X[4] <= 32.5\ngini = 0.373\nsamples = 113\nvalue = [85, 28]"] ;
2790 -> 2792 ;
2793 [label="X[2] <= 1.5\ngini = 0.462\nsamples = 47\nvalue = [30, 17]"] ;
2792 -> 2793 ;
2794 [label="X[15] <= 7993.5\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
2793 -> 2794 ;
2795 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2794 -> 2795 ;
2796 [label="X[11] <= 66534.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
2794 -> 2796 ;
2797 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
2796 -> 2797 ;
2798 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2796 -> 2798 ;
2799 [label="X[17] <= 2684.5\ngini = 0.5\nsamples = 30\nvalue = [15, 15]"] ;
2793 -> 2799 ;
2800 [label="X[12] <= 57473.5\ngini = 0.476\nsamples = 23\nvalue = [9, 14]"] ;
2799 -> 2800 ;
2801 [label="X[14] <= 45137.0\ngini = 0.492\nsamples = 16\nvalue = [9, 7]"] ;
2800 -> 2801 ;
2802 [label="X[14] <= 28969.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
2801 -> 2802 ;
2803 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2802 -> 2803 ;
2804 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2802 -> 2804 ;
2805 [label="X[22] <= 2134.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
2801 -> 2805 ;
2806 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2805 -> 2806 ;
2807 [label="X[18] <= 3470.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
2805 -> 2807 ;
2808 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2807 -> 2808 ;
2809 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2807 -> 2809 ;
2810 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
2800 -> 2810 ;
2811 [label="X[12] <= 49792.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
2799 -> 2811 ;
2812 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2811 -> 2812 ;
2813 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2811 -> 2813 ;
2814 [label="X[13] <= 60662.0\ngini = 0.278\nsamples = 66\nvalue = [55, 11]"] ;
2792 -> 2814 ;
2815 [label="X[18] <= 4500.0\ngini = 0.212\nsamples = 58\nvalue = [51, 7]"] ;
2814 -> 2815 ;
2816 [label="X[16] <= 59538.0\ngini = 0.165\nsamples = 55\nvalue = [50, 5]"] ;
2815 -> 2816 ;
2817 [label="X[22] <= 2502.0\ngini = 0.137\nsamples = 54\nvalue = [50, 4]"] ;
2816 -> 2817 ;
2818 [label="X[20] <= 1563.0\ngini = 0.107\nsamples = 53\nvalue = [50, 3]"] ;
2817 -> 2818 ;
2819 [label="X[22] <= 1534.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2818 -> 2819 ;
2820 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2819 -> 2820 ;
2821 [label="X[0] <= 55000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2819 -> 2821 ;
2822 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2821 -> 2822 ;
2823 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2821 -> 2823 ;
2824 [label="X[0] <= 65000.0\ngini = 0.044\nsamples = 44\nvalue = [43, 1]"] ;
2818 -> 2824 ;
2825 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]"] ;
2824 -> 2825 ;
2826 [label="X[12] <= 51006.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
2824 -> 2826 ;
2827 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2826 -> 2827 ;
2828 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2826 -> 2828 ;
2829 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2817 -> 2829 ;
2830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2816 -> 2830 ;
2831 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2815 -> 2831 ;
2832 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2831 -> 2832 ;
2833 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2831 -> 2833 ;
2834 [label="X[19] <= 2585.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
2814 -> 2834 ;
2835 [label="X[14] <= 57594.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
2834 -> 2835 ;
2836 [label="X[13] <= 68575.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2835 -> 2836 ;
2837 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2836 -> 2837 ;
2838 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2836 -> 2838 ;
2839 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2835 -> 2839 ;
2840 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2834 -> 2840 ;
2841 [label="X[20] <= 944.5\ngini = 0.111\nsamples = 51\nvalue = [48, 3]"] ;
2779 -> 2841 ;
2842 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2841 -> 2842 ;
2843 [label="X[21] <= 1852.5\ngini = 0.077\nsamples = 50\nvalue = [48, 2]"] ;
2841 -> 2843 ;
2844 [label="X[19] <= 1834.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2843 -> 2844 ;
2845 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2844 -> 2845 ;
2846 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2844 -> 2846 ;
2847 [label="X[18] <= 2007.0\ngini = 0.042\nsamples = 47\nvalue = [46, 1]"] ;
2843 -> 2847 ;
2848 [label="X[22] <= 3152.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
2847 -> 2848 ;
2849 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2848 -> 2849 ;
2850 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2848 -> 2850 ;
2851 [label="gini = 0.0\nsamples = 43\nvalue = [43, 0]"] ;
2847 -> 2851 ;
2852 [label="X[22] <= 6000.0\ngini = 0.097\nsamples = 59\nvalue = [56, 3]"] ;
2778 -> 2852 ;
2853 [label="X[19] <= 4584.5\ngini = 0.035\nsamples = 56\nvalue = [55, 1]"] ;
2852 -> 2853 ;
2854 [label="gini = 0.0\nsamples = 52\nvalue = [52, 0]"] ;
2853 -> 2854 ;
2855 [label="X[17] <= 3219.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
2853 -> 2855 ;
2856 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2855 -> 2856 ;
2857 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2855 -> 2857 ;
2858 [label="X[4] <= 40.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2852 -> 2858 ;
2859 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2858 -> 2859 ;
2860 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2858 -> 2860 ;
2861 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2777 -> 2861 ;
2862 [label="X[0] <= 55000.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
2776 -> 2862 ;
2863 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2862 -> 2863 ;
2864 [label="X[22] <= 36502.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
2862 -> 2864 ;
2865 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2864 -> 2865 ;
2866 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2864 -> 2866 ;
2867 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2663 -> 2867 ;
2868 [label="X[21] <= 212.0\ngini = 0.385\nsamples = 173\nvalue = [128, 45]"] ;
2094 -> 2868 ;
2869 [label="X[0] <= 25000.0\ngini = 0.5\nsamples = 32\nvalue = [16, 16]"] ;
2868 -> 2869 ;
2870 [label="X[16] <= 19660.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
2869 -> 2870 ;
2871 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
2870 -> 2871 ;
2872 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2870 -> 2872 ;
2873 [label="X[11] <= 62123.5\ngini = 0.434\nsamples = 22\nvalue = [15, 7]"] ;
2869 -> 2873 ;
2874 [label="X[8] <= 1.0\ngini = 0.332\nsamples = 19\nvalue = [15, 4]"] ;
2873 -> 2874 ;
2875 [label="X[21] <= 0.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
2874 -> 2875 ;
2876 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
2875 -> 2876 ;
2877 [label="X[4] <= 24.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2875 -> 2877 ;
2878 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2877 -> 2878 ;
2879 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2877 -> 2879 ;
2880 [label="X[22] <= 2100.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
2874 -> 2880 ;
2881 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2880 -> 2881 ;
2882 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2880 -> 2882 ;
2883 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2873 -> 2883 ;
2884 [label="X[13] <= 37838.0\ngini = 0.327\nsamples = 141\nvalue = [112, 29]"] ;
2868 -> 2884 ;
2885 [label="X[19] <= 3850.0\ngini = 0.377\nsamples = 115\nvalue = [86, 29]"] ;
2884 -> 2885 ;
2886 [label="X[22] <= 2234.5\ngini = 0.325\nsamples = 98\nvalue = [78, 20]"] ;
2885 -> 2886 ;
2887 [label="X[4] <= 24.5\ngini = 0.272\nsamples = 80\nvalue = [67, 13]"] ;
2886 -> 2887 ;
2888 [label="X[0] <= 45000.0\ngini = 0.48\nsamples = 20\nvalue = [12, 8]"] ;
2887 -> 2888 ;
2889 [label="X[17] <= 1268.5\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
2888 -> 2889 ;
2890 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2889 -> 2890 ;
2891 [label="X[16] <= 18709.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
2889 -> 2891 ;
2892 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
2891 -> 2892 ;
2893 [label="X[8] <= 1.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
2891 -> 2893 ;
2894 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2893 -> 2894 ;
2895 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2893 -> 2895 ;
2896 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
2888 -> 2896 ;
2897 [label="X[18] <= 681.0\ngini = 0.153\nsamples = 60\nvalue = [55, 5]"] ;
2887 -> 2897 ;
2898 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2897 -> 2898 ;
2899 [label="X[11] <= 47424.0\ngini = 0.126\nsamples = 59\nvalue = [55, 4]"] ;
2897 -> 2899 ;
2900 [label="X[1] <= 1.5\ngini = 0.1\nsamples = 57\nvalue = [54, 3]"] ;
2899 -> 2900 ;
2901 [label="X[20] <= 1100.0\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
2900 -> 2901 ;
2902 [label="X[4] <= 38.5\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
2901 -> 2902 ;
2903 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
2902 -> 2903 ;
2904 [label="X[11] <= 5763.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
2902 -> 2904 ;
2905 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2904 -> 2905 ;
2906 [label="X[4] <= 42.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
2904 -> 2906 ;
2907 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2906 -> 2907 ;
2908 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
2906 -> 2908 ;
2909 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2901 -> 2909 ;
2910 [label="gini = 0.0\nsamples = 30\nvalue = [30, 0]"] ;
2900 -> 2910 ;
2911 [label="X[0] <= 60000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2899 -> 2911 ;
2912 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2911 -> 2912 ;
2913 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2911 -> 2913 ;
2914 [label="X[15] <= 23619.0\ngini = 0.475\nsamples = 18\nvalue = [11, 7]"] ;
2886 -> 2914 ;
2915 [label="X[18] <= 3126.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
2914 -> 2915 ;
2916 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2915 -> 2916 ;
2917 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2915 -> 2917 ;
2918 [label="X[15] <= 29958.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
2914 -> 2918 ;
2919 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2918 -> 2919 ;
2920 [label="X[4] <= 33.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2918 -> 2920 ;
2921 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2920 -> 2921 ;
2922 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2920 -> 2922 ;
2923 [label="X[21] <= 1550.0\ngini = 0.498\nsamples = 17\nvalue = [8, 9]"] ;
2885 -> 2923 ;
2924 [label="X[11] <= 5728.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
2923 -> 2924 ;
2925 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2924 -> 2925 ;
2926 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
2924 -> 2926 ;
2927 [label="X[22] <= 1161.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
2923 -> 2927 ;
2928 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2927 -> 2928 ;
2929 [label="X[14] <= 22760.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
2927 -> 2929 ;
2930 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2929 -> 2930 ;
2931 [label="X[13] <= 33733.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
2929 -> 2931 ;
2932 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
2931 -> 2932 ;
2933 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2931 -> 2933 ;
2934 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
2884 -> 2934 ;
2935 [label="X[11] <= 2779.5\ngini = 0.163\nsamples = 8748\nvalue = [7964, 784]"] ;
2093 -> 2935 ;
2936 [label="X[11] <= 2771.5\ngini = 0.241\nsamples = 1375\nvalue = [1182, 193]"] ;
2935 -> 2936 ;
2937 [label="X[17] <= 3661.5\ngini = 0.239\nsamples = 1372\nvalue = [1182, 190]"] ;
2936 -> 2937 ;
2938 [label="X[17] <= 3588.0\ngini = 0.267\nsamples = 1016\nvalue = [855, 161]"] ;
2937 -> 2938 ;
2939 [label="X[0] <= 145000.0\ngini = 0.264\nsamples = 1011\nvalue = [853, 158]"] ;
2938 -> 2939 ;
2940 [label="X[22] <= 352.5\ngini = 0.333\nsamples = 218\nvalue = [172, 46]"] ;
2939 -> 2940 ;
2941 [label="X[11] <= 713.0\ngini = 0.451\nsamples = 70\nvalue = [46, 24]"] ;
2940 -> 2941 ;
2942 [label="X[19] <= 1466.0\ngini = 0.499\nsamples = 38\nvalue = [18, 20]"] ;
2941 -> 2942 ;
2943 [label="X[11] <= 655.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
2942 -> 2943 ;
2944 [label="X[0] <= 125000.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
2943 -> 2944 ;
2945 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2944 -> 2945 ;
2946 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2944 -> 2946 ;
2947 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2943 -> 2947 ;
2948 [label="X[14] <= 24726.0\ngini = 0.444\nsamples = 27\nvalue = [9, 18]"] ;
2942 -> 2948 ;
2949 [label="X[5] <= -1.5\ngini = 0.403\nsamples = 25\nvalue = [7, 18]"] ;
2948 -> 2949 ;
2950 [label="X[19] <= 4103.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
2949 -> 2950 ;
2951 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2950 -> 2951 ;
2952 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
2950 -> 2952 ;
2953 [label="X[20] <= 5237.0\ngini = 0.266\nsamples = 19\nvalue = [3, 16]"] ;
2949 -> 2953 ;
2954 [label="X[13] <= -16.5\ngini = 0.198\nsamples = 18\nvalue = [2, 16]"] ;
2953 -> 2954 ;
2955 [label="X[13] <= -1181.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
2954 -> 2955 ;
2956 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
2955 -> 2956 ;
2957 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2955 -> 2957 ;
2958 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
2954 -> 2958 ;
2959 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2953 -> 2959 ;
2960 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2948 -> 2960 ;
2961 [label="X[11] <= 2546.0\ngini = 0.219\nsamples = 32\nvalue = [28, 4]"] ;
2941 -> 2961 ;
2962 [label="X[15] <= -171.5\ngini = 0.128\nsamples = 29\nvalue = [27, 2]"] ;
2961 -> 2962 ;
2963 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2962 -> 2963 ;
2964 [label="X[21] <= 5883.0\ngini = 0.069\nsamples = 28\nvalue = [27, 1]"] ;
2962 -> 2964 ;
2965 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
2964 -> 2965 ;
2966 [label="X[5] <= -1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2964 -> 2966 ;
2967 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2966 -> 2967 ;
2968 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2966 -> 2968 ;
2969 [label="X[16] <= -147.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
2961 -> 2969 ;
2970 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2969 -> 2970 ;
2971 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
2969 -> 2971 ;
2972 [label="X[14] <= 3453.0\ngini = 0.253\nsamples = 148\nvalue = [126, 22]"] ;
2940 -> 2972 ;
2973 [label="X[16] <= 593.5\ngini = 0.33\nsamples = 96\nvalue = [76, 20]"] ;
2972 -> 2973 ;
2974 [label="X[22] <= 390.5\ngini = 0.071\nsamples = 27\nvalue = [26, 1]"] ;
2973 -> 2974 ;
2975 [label="X[14] <= 1508.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
2974 -> 2975 ;
2976 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
2975 -> 2976 ;
2977 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2975 -> 2977 ;
2978 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
2974 -> 2978 ;
2979 [label="X[21] <= 695.0\ngini = 0.399\nsamples = 69\nvalue = [50, 19]"] ;
2973 -> 2979 ;
2980 [label="X[15] <= 449.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
2979 -> 2980 ;
2981 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2980 -> 2981 ;
2982 [label="X[18] <= 2000.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
2980 -> 2982 ;
2983 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
2982 -> 2983 ;
2984 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2982 -> 2984 ;
2985 [label="X[11] <= 1286.5\ngini = 0.32\nsamples = 60\nvalue = [48, 12]"] ;
2979 -> 2985 ;
2986 [label="X[21] <= 43297.0\ngini = 0.149\nsamples = 37\nvalue = [34, 3]"] ;
2985 -> 2986 ;
2987 [label="X[13] <= 173.5\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
2986 -> 2987 ;
2988 [label="X[21] <= 958.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
2987 -> 2988 ;
2989 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2988 -> 2989 ;
2990 [label="X[16] <= 5082.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
2988 -> 2990 ;
2991 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
2990 -> 2991 ;
2992 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2990 -> 2992 ;
2993 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
2987 -> 2993 ;
2994 [label="X[0] <= 110000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
2986 -> 2994 ;
2995 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
2994 -> 2995 ;
2996 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2994 -> 2996 ;
2997 [label="X[13] <= 1669.5\ngini = 0.476\nsamples = 23\nvalue = [14, 9]"] ;
2985 -> 2997 ;
2998 [label="X[10] <= -1.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
2997 -> 2998 ;
2999 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
2998 -> 2999 ;
3000 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
2998 -> 3000 ;
3001 [label="X[11] <= 2508.0\ngini = 0.473\nsamples = 13\nvalue = [5, 8]"] ;
2997 -> 3001 ;
3002 [label="X[0] <= 105000.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
3001 -> 3002 ;
3003 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
3002 -> 3003 ;
3004 [label="X[13] <= 2561.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
3002 -> 3004 ;
3005 [label="X[17] <= 2350.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3004 -> 3005 ;
3006 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3005 -> 3006 ;
3007 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3005 -> 3007 ;
3008 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3004 -> 3008 ;
3009 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3001 -> 3009 ;
3010 [label="X[19] <= 1048.0\ngini = 0.074\nsamples = 52\nvalue = [50, 2]"] ;
2972 -> 3010 ;
3011 [label="X[21] <= 208.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3010 -> 3011 ;
3012 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3011 -> 3012 ;
3013 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3011 -> 3013 ;
3014 [label="X[11] <= -54.5\ngini = 0.039\nsamples = 50\nvalue = [49, 1]"] ;
3010 -> 3014 ;
3015 [label="X[19] <= 33556.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
3014 -> 3015 ;
3016 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3015 -> 3016 ;
3017 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3015 -> 3017 ;
3018 [label="gini = 0.0\nsamples = 45\nvalue = [45, 0]"] ;
3014 -> 3018 ;
3019 [label="X[9] <= -1.5\ngini = 0.243\nsamples = 793\nvalue = [681, 112]"] ;
2939 -> 3019 ;
3020 [label="X[14] <= -137.0\ngini = 0.151\nsamples = 195\nvalue = [179, 16]"] ;
3019 -> 3020 ;
3021 [label="X[15] <= -1076.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
3020 -> 3021 ;
3022 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3021 -> 3022 ;
3023 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3021 -> 3023 ;
3024 [label="X[4] <= 71.0\ngini = 0.127\nsamples = 190\nvalue = [177, 13]"] ;
3020 -> 3024 ;
3025 [label="X[16] <= -785.5\ngini = 0.119\nsamples = 189\nvalue = [177, 12]"] ;
3024 -> 3025 ;
3026 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3025 -> 3026 ;
3027 [label="X[17] <= 2896.5\ngini = 0.11\nsamples = 188\nvalue = [177, 11]"] ;
3025 -> 3027 ;
3028 [label="X[4] <= 54.5\ngini = 0.078\nsamples = 173\nvalue = [166, 7]"] ;
3027 -> 3028 ;
3029 [label="X[0] <= 285000.0\ngini = 0.058\nsamples = 166\nvalue = [161, 5]"] ;
3028 -> 3029 ;
3030 [label="X[5] <= 0.0\ngini = 0.02\nsamples = 100\nvalue = [99, 1]"] ;
3029 -> 3030 ;
3031 [label="gini = 0.0\nsamples = 94\nvalue = [94, 0]"] ;
3030 -> 3031 ;
3032 [label="X[2] <= 2.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
3030 -> 3032 ;
3033 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3032 -> 3033 ;
3034 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3032 -> 3034 ;
3035 [label="X[10] <= -1.5\ngini = 0.114\nsamples = 66\nvalue = [62, 4]"] ;
3029 -> 3035 ;
3036 [label="X[16] <= 1625.0\ngini = 0.091\nsamples = 63\nvalue = [60, 3]"] ;
3035 -> 3036 ;
3037 [label="X[21] <= 1442.0\ngini = 0.18\nsamples = 30\nvalue = [27, 3]"] ;
3036 -> 3037 ;
3038 [label="X[11] <= 244.5\ngini = 0.133\nsamples = 28\nvalue = [26, 2]"] ;
3037 -> 3038 ;
3039 [label="X[11] <= 179.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
3038 -> 3039 ;
3040 [label="X[18] <= 2847.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
3039 -> 3040 ;
3041 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3040 -> 3041 ;
3042 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3040 -> 3042 ;
3043 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3042 -> 3043 ;
3044 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3042 -> 3044 ;
3045 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3039 -> 3045 ;
3046 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
3038 -> 3046 ;
3047 [label="X[18] <= 2309.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3037 -> 3047 ;
3048 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3047 -> 3048 ;
3049 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3047 -> 3049 ;
3050 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
3036 -> 3050 ;
3051 [label="X[22] <= 6769.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3035 -> 3051 ;
3052 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3051 -> 3052 ;
3053 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3051 -> 3053 ;
3054 [label="X[22] <= 7279.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3028 -> 3054 ;
3055 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3054 -> 3055 ;
3056 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3054 -> 3056 ;
3057 [label="X[12] <= 2926.0\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
3027 -> 3057 ;
3058 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3057 -> 3058 ;
3059 [label="X[0] <= 175000.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
3057 -> 3059 ;
3060 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3059 -> 3060 ;
3061 [label="X[11] <= -11.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
3059 -> 3061 ;
3062 [label="X[14] <= 10697.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3061 -> 3062 ;
3063 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3062 -> 3063 ;
3064 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3062 -> 3064 ;
3065 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3061 -> 3065 ;
3066 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3024 -> 3066 ;
3067 [label="X[0] <= 585000.0\ngini = 0.27\nsamples = 598\nvalue = [502, 96]"] ;
3019 -> 3067 ;
3068 [label="X[16] <= -172828.0\ngini = 0.268\nsamples = 597\nvalue = [502, 95]"] ;
3067 -> 3068 ;
3069 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3068 -> 3069 ;
3070 [label="X[12] <= -6721.0\ngini = 0.266\nsamples = 596\nvalue = [502, 94]"] ;
3068 -> 3070 ;
3071 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3070 -> 3071 ;
3072 [label="X[8] <= 1.5\ngini = 0.264\nsamples = 595\nvalue = [502, 93]"] ;
3070 -> 3072 ;
3073 [label="X[21] <= 41887.5\ngini = 0.262\nsamples = 594\nvalue = [502, 92]"] ;
3072 -> 3073 ;
3074 [label="X[12] <= 3189.5\ngini = 0.256\nsamples = 584\nvalue = [496, 88]"] ;
3073 -> 3074 ;
3075 [label="X[12] <= 2643.5\ngini = 0.265\nsamples = 560\nvalue = [472, 88]"] ;
3074 -> 3075 ;
3076 [label="X[12] <= 1865.0\ngini = 0.25\nsamples = 513\nvalue = [438, 75]"] ;
3075 -> 3076 ;
3077 [label="X[17] <= 1639.0\ngini = 0.269\nsamples = 450\nvalue = [378, 72]"] ;
3076 -> 3077 ;
3078 [label="X[19] <= 1459.0\ngini = 0.243\nsamples = 423\nvalue = [363, 60]"] ;
3077 -> 3078 ;
3079 [label="X[13] <= -1.5\ngini = 0.153\nsamples = 120\nvalue = [110, 10]"] ;
3078 -> 3079 ;
3080 [label="X[11] <= 199.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
3079 -> 3080 ;
3081 [label="X[5] <= 0.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
3080 -> 3081 ;
3082 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3081 -> 3082 ;
3083 [label="X[11] <= -59.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3081 -> 3083 ;
3084 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3083 -> 3084 ;
3085 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3083 -> 3085 ;
3086 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3080 -> 3086 ;
3087 [label="X[22] <= 54954.5\ngini = 0.118\nsamples = 111\nvalue = [104, 7]"] ;
3079 -> 3087 ;
3088 [label="X[4] <= 59.5\ngini = 0.104\nsamples = 109\nvalue = [103, 6]"] ;
3087 -> 3088 ;
3089 [label="X[4] <= 25.5\ngini = 0.089\nsamples = 107\nvalue = [102, 5]"] ;
3088 -> 3089 ;
3090 [label="X[14] <= 2109.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3089 -> 3090 ;
3091 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3090 -> 3091 ;
3092 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3090 -> 3092 ;
3093 [label="X[13] <= 1202.5\ngini = 0.075\nsamples = 103\nvalue = [99, 4]"] ;
3089 -> 3093 ;
3094 [label="X[13] <= 1166.5\ngini = 0.131\nsamples = 57\nvalue = [53, 4]"] ;
3093 -> 3094 ;
3095 [label="X[11] <= 995.0\ngini = 0.101\nsamples = 56\nvalue = [53, 3]"] ;
3094 -> 3095 ;
3096 [label="X[14] <= 836.0\ngini = 0.045\nsamples = 43\nvalue = [42, 1]"] ;
3095 -> 3096 ;
3097 [label="X[19] <= 1124.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3096 -> 3097 ;
3098 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3097 -> 3098 ;
3099 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3097 -> 3099 ;
3100 [label="gini = 0.0\nsamples = 39\nvalue = [39, 0]"] ;
3096 -> 3100 ;
3101 [label="X[11] <= 1088.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
3095 -> 3101 ;
3102 [label="X[4] <= 37.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3101 -> 3102 ;
3103 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3102 -> 3103 ;
3104 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3102 -> 3104 ;
3105 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3101 -> 3105 ;
3106 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3094 -> 3106 ;
3107 [label="gini = 0.0\nsamples = 46\nvalue = [46, 0]"] ;
3093 -> 3107 ;
3108 [label="X[22] <= 1131.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3088 -> 3108 ;
3109 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3108 -> 3109 ;
3110 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3108 -> 3110 ;
3111 [label="X[5] <= -1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3087 -> 3111 ;
3112 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3111 -> 3112 ;
3113 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3111 -> 3113 ;
3114 [label="X[19] <= 1481.5\ngini = 0.276\nsamples = 303\nvalue = [253, 50]"] ;
3078 -> 3114 ;
3115 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
3114 -> 3115 ;
3116 [label="X[19] <= 1522.5\ngini = 0.256\nsamples = 298\nvalue = [253, 45]"] ;
3114 -> 3116 ;
3117 [label="X[4] <= 30.5\ngini = 0.486\nsamples = 12\nvalue = [7, 5]"] ;
3116 -> 3117 ;
3118 [label="X[2] <= 1.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
3117 -> 3118 ;
3119 [label="X[14] <= 1487.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3118 -> 3119 ;
3120 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3119 -> 3120 ;
3121 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3119 -> 3121 ;
3122 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3118 -> 3122 ;
3123 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3117 -> 3123 ;
3124 [label="X[3] <= 1.5\ngini = 0.241\nsamples = 286\nvalue = [246, 40]"] ;
3116 -> 3124 ;
3125 [label="X[0] <= 215000.0\ngini = 0.318\nsamples = 151\nvalue = [121, 30]"] ;
3124 -> 3125 ;
3126 [label="X[0] <= 205000.0\ngini = 0.431\nsamples = 54\nvalue = [37, 17]"] ;
3125 -> 3126 ;
3127 [label="X[19] <= 2002.0\ngini = 0.351\nsamples = 44\nvalue = [34, 10]"] ;
3126 -> 3127 ;
3128 [label="X[0] <= 165000.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
3127 -> 3128 ;
3129 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3128 -> 3129 ;
3130 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3128 -> 3130 ;
3131 [label="X[18] <= 6269.0\ngini = 0.266\nsamples = 38\nvalue = [32, 6]"] ;
3127 -> 3131 ;
3132 [label="X[15] <= 165.0\ngini = 0.202\nsamples = 35\nvalue = [31, 4]"] ;
3131 -> 3132 ;
3133 [label="X[11] <= 585.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
3132 -> 3133 ;
3134 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3133 -> 3134 ;
3135 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3133 -> 3135 ;
3136 [label="X[21] <= 7.5\ngini = 0.121\nsamples = 31\nvalue = [29, 2]"] ;
3132 -> 3136 ;
3137 [label="X[12] <= 515.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
3136 -> 3137 ;
3138 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3137 -> 3138 ;
3139 [label="X[17] <= 1072.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3137 -> 3139 ;
3140 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3139 -> 3140 ;
3141 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3139 -> 3141 ;
3142 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3136 -> 3142 ;
3143 [label="X[15] <= 6484.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3131 -> 3143 ;
3144 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3143 -> 3144 ;
3145 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3143 -> 3145 ;
3146 [label="X[21] <= 1348.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
3126 -> 3146 ;
3147 [label="X[10] <= -1.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3146 -> 3147 ;
3148 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3147 -> 3148 ;
3149 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3147 -> 3149 ;
3150 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
3146 -> 3150 ;
3151 [label="X[22] <= 175.0\ngini = 0.232\nsamples = 97\nvalue = [84, 13]"] ;
3125 -> 3151 ;
3152 [label="X[16] <= 1140.0\ngini = 0.426\nsamples = 26\nvalue = [18, 8]"] ;
3151 -> 3152 ;
3153 [label="X[13] <= 3592.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
3152 -> 3153 ;
3154 [label="X[20] <= 4802.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
3153 -> 3154 ;
3155 [label="X[11] <= 572.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
3154 -> 3155 ;
3156 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
3155 -> 3156 ;
3157 [label="X[11] <= 1772.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3155 -> 3157 ;
3158 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3157 -> 3158 ;
3159 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3157 -> 3159 ;
3160 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3154 -> 3160 ;
3161 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3153 -> 3161 ;
3162 [label="X[5] <= -1.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
3152 -> 3162 ;
3163 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3162 -> 3163 ;
3164 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
3162 -> 3164 ;
3165 [label="X[19] <= 139751.5\ngini = 0.131\nsamples = 71\nvalue = [66, 5]"] ;
3151 -> 3165 ;
3166 [label="X[22] <= 7742.5\ngini = 0.108\nsamples = 70\nvalue = [66, 4]"] ;
3165 -> 3166 ;
3167 [label="X[0] <= 235000.0\ngini = 0.036\nsamples = 54\nvalue = [53, 1]"] ;
3166 -> 3167 ;
3168 [label="X[13] <= 115.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
3167 -> 3168 ;
3169 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3168 -> 3169 ;
3170 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3168 -> 3170 ;
3171 [label="gini = 0.0\nsamples = 45\nvalue = [45, 0]"] ;
3167 -> 3171 ;
3172 [label="X[22] <= 8245.5\ngini = 0.305\nsamples = 16\nvalue = [13, 3]"] ;
3166 -> 3172 ;
3173 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3172 -> 3173 ;
3174 [label="X[4] <= 44.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
3172 -> 3174 ;
3175 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3174 -> 3175 ;
3176 [label="X[20] <= 2414.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
3174 -> 3176 ;
3177 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3176 -> 3177 ;
3178 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3176 -> 3178 ;
3179 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3165 -> 3179 ;
3180 [label="X[0] <= 445000.0\ngini = 0.137\nsamples = 135\nvalue = [125, 10]"] ;
3124 -> 3180 ;
3181 [label="X[19] <= 4297.5\ngini = 0.107\nsamples = 124\nvalue = [117, 7]"] ;
3180 -> 3181 ;
3182 [label="X[19] <= 3552.5\ngini = 0.188\nsamples = 57\nvalue = [51, 6]"] ;
3181 -> 3182 ;
3183 [label="gini = 0.0\nsamples = 42\nvalue = [42, 0]"] ;
3182 -> 3183 ;
3184 [label="X[15] <= 928.0\ngini = 0.48\nsamples = 15\nvalue = [9, 6]"] ;
3182 -> 3184 ;
3185 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3184 -> 3185 ;
3186 [label="X[18] <= 2862.0\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
3184 -> 3186 ;
3187 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3186 -> 3187 ;
3188 [label="X[4] <= 38.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3186 -> 3188 ;
3189 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3188 -> 3189 ;
3190 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3188 -> 3190 ;
3191 [label="X[4] <= 27.5\ngini = 0.029\nsamples = 67\nvalue = [66, 1]"] ;
3181 -> 3191 ;
3192 [label="X[16] <= 7861.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
3191 -> 3192 ;
3193 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3192 -> 3193 ;
3194 [label="X[12] <= 284.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3192 -> 3194 ;
3195 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3194 -> 3195 ;
3196 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3194 -> 3196 ;
3197 [label="gini = 0.0\nsamples = 57\nvalue = [57, 0]"] ;
3191 -> 3197 ;
3198 [label="X[15] <= 2547.5\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
3180 -> 3198 ;
3199 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3198 -> 3199 ;
3200 [label="X[22] <= 507.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
3198 -> 3200 ;
3201 [label="X[21] <= 9317.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3200 -> 3201 ;
3202 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3201 -> 3202 ;
3203 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3201 -> 3203 ;
3204 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3200 -> 3204 ;
3205 [label="X[22] <= 10827.0\ngini = 0.494\nsamples = 27\nvalue = [15, 12]"] ;
3077 -> 3205 ;
3206 [label="X[4] <= 32.5\ngini = 0.496\nsamples = 22\nvalue = [10, 12]"] ;
3205 -> 3206 ;
3207 [label="X[22] <= 6308.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
3206 -> 3207 ;
3208 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
3207 -> 3208 ;
3209 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3207 -> 3209 ;
3210 [label="X[14] <= 2034.0\ngini = 0.426\nsamples = 13\nvalue = [9, 4]"] ;
3206 -> 3210 ;
3211 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3210 -> 3211 ;
3212 [label="X[12] <= 318.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
3210 -> 3212 ;
3213 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3212 -> 3213 ;
3214 [label="X[13] <= -7.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
3212 -> 3214 ;
3215 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3214 -> 3215 ;
3216 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3214 -> 3216 ;
3217 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3205 -> 3217 ;
3218 [label="X[22] <= 25194.5\ngini = 0.091\nsamples = 63\nvalue = [60, 3]"] ;
3076 -> 3218 ;
3219 [label="X[11] <= 2509.0\ngini = 0.063\nsamples = 61\nvalue = [59, 2]"] ;
3218 -> 3219 ;
3220 [label="X[20] <= 24733.0\ngini = 0.033\nsamples = 59\nvalue = [58, 1]"] ;
3219 -> 3220 ;
3221 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]"] ;
3220 -> 3221 ;
3222 [label="X[4] <= 38.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3220 -> 3222 ;
3223 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3222 -> 3223 ;
3224 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3222 -> 3224 ;
3225 [label="X[14] <= 2552.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3219 -> 3225 ;
3226 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3225 -> 3226 ;
3227 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3225 -> 3227 ;
3228 [label="X[4] <= 35.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3218 -> 3228 ;
3229 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3228 -> 3229 ;
3230 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3228 -> 3230 ;
3231 [label="X[13] <= 3852.5\ngini = 0.4\nsamples = 47\nvalue = [34, 13]"] ;
3075 -> 3231 ;
3232 [label="X[12] <= 2698.0\ngini = 0.252\nsamples = 27\nvalue = [23, 4]"] ;
3231 -> 3232 ;
3233 [label="X[13] <= 174.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3232 -> 3233 ;
3234 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3233 -> 3234 ;
3235 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3233 -> 3235 ;
3236 [label="X[13] <= -24.5\ngini = 0.153\nsamples = 24\nvalue = [22, 2]"] ;
3232 -> 3236 ;
3237 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3236 -> 3237 ;
3238 [label="X[0] <= 390000.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
3236 -> 3238 ;
3239 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
3238 -> 3239 ;
3240 [label="X[22] <= 801.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3238 -> 3240 ;
3241 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3240 -> 3241 ;
3242 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3240 -> 3242 ;
3243 [label="X[17] <= 2013.5\ngini = 0.495\nsamples = 20\nvalue = [11, 9]"] ;
3231 -> 3243 ;
3244 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3243 -> 3244 ;
3245 [label="X[0] <= 165000.0\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
3243 -> 3245 ;
3246 [label="X[19] <= 1353.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3245 -> 3246 ;
3247 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3246 -> 3247 ;
3248 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3246 -> 3248 ;
3249 [label="X[21] <= 569.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
3245 -> 3249 ;
3250 [label="X[19] <= 6000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3249 -> 3250 ;
3251 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3250 -> 3251 ;
3252 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3250 -> 3252 ;
3253 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3249 -> 3253 ;
3254 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
3074 -> 3254 ;
3255 [label="X[18] <= 799.5\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
3073 -> 3255 ;
3256 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3255 -> 3256 ;
3257 [label="X[5] <= -0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
3255 -> 3257 ;
3258 [label="X[4] <= 33.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3257 -> 3258 ;
3259 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3258 -> 3259 ;
3260 [label="X[15] <= 2590.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3258 -> 3260 ;
3261 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3260 -> 3261 ;
3262 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3260 -> 3262 ;
3263 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3257 -> 3263 ;
3264 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3072 -> 3264 ;
3265 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3067 -> 3265 ;
3266 [label="X[11] <= 2139.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
2938 -> 3266 ;
3267 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3266 -> 3267 ;
3268 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3266 -> 3268 ;
3269 [label="X[20] <= 493.5\ngini = 0.15\nsamples = 356\nvalue = [327, 29]"] ;
2937 -> 3269 ;
3270 [label="X[22] <= 566.0\ngini = 0.299\nsamples = 82\nvalue = [67, 15]"] ;
3269 -> 3270 ;
3271 [label="X[4] <= 29.5\ngini = 0.45\nsamples = 41\nvalue = [27, 14]"] ;
3270 -> 3271 ;
3272 [label="X[9] <= -0.5\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
3271 -> 3272 ;
3273 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
3272 -> 3273 ;
3274 [label="X[21] <= 500.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
3272 -> 3274 ;
3275 [label="X[19] <= 6909.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3274 -> 3275 ;
3276 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3275 -> 3276 ;
3277 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3275 -> 3277 ;
3278 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3274 -> 3278 ;
3279 [label="X[11] <= 2433.5\ngini = 0.32\nsamples = 30\nvalue = [24, 6]"] ;
3271 -> 3279 ;
3280 [label="X[17] <= 3916.5\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
3279 -> 3280 ;
3281 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3280 -> 3281 ;
3282 [label="X[12] <= 9040.5\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
3280 -> 3282 ;
3283 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
3282 -> 3283 ;
3284 [label="X[19] <= 3284.0\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
3282 -> 3284 ;
3285 [label="X[21] <= 882.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
3284 -> 3285 ;
3286 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3285 -> 3286 ;
3287 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3285 -> 3287 ;
3288 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3284 -> 3288 ;
3289 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3279 -> 3289 ;
3290 [label="X[13] <= 19189.5\ngini = 0.048\nsamples = 41\nvalue = [40, 1]"] ;
3270 -> 3290 ;
3291 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
3290 -> 3291 ;
3292 [label="X[0] <= 235000.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3290 -> 3292 ;
3293 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3292 -> 3293 ;
3294 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3292 -> 3294 ;
3295 [label="X[22] <= 63475.0\ngini = 0.097\nsamples = 274\nvalue = [260, 14]"] ;
3269 -> 3295 ;
3296 [label="X[14] <= 10512.5\ngini = 0.085\nsamples = 269\nvalue = [257, 12]"] ;
3295 -> 3296 ;
3297 [label="X[11] <= 2632.5\ngini = 0.026\nsamples = 153\nvalue = [151, 2]"] ;
3296 -> 3297 ;
3298 [label="X[18] <= 21825.5\ngini = 0.013\nsamples = 148\nvalue = [147, 1]"] ;
3297 -> 3298 ;
3299 [label="gini = 0.0\nsamples = 140\nvalue = [140, 0]"] ;
3298 -> 3299 ;
3300 [label="X[18] <= 23250.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
3298 -> 3300 ;
3301 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3300 -> 3301 ;
3302 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3300 -> 3302 ;
3303 [label="X[12] <= 4481.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
3297 -> 3303 ;
3304 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3303 -> 3304 ;
3305 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3303 -> 3305 ;
3306 [label="X[14] <= 10646.0\ngini = 0.158\nsamples = 116\nvalue = [106, 10]"] ;
3296 -> 3306 ;
3307 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3306 -> 3307 ;
3308 [label="X[10] <= 1.0\ngini = 0.144\nsamples = 115\nvalue = [106, 9]"] ;
3306 -> 3308 ;
3309 [label="X[17] <= 7023.0\ngini = 0.131\nsamples = 114\nvalue = [106, 8]"] ;
3308 -> 3309 ;
3310 [label="X[12] <= 6318.0\ngini = 0.285\nsamples = 29\nvalue = [24, 5]"] ;
3309 -> 3310 ;
3311 [label="X[21] <= 281.5\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
3310 -> 3311 ;
3312 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3311 -> 3312 ;
3313 [label="X[6] <= -0.5\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
3311 -> 3313 ;
3314 [label="X[22] <= 15438.0\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
3313 -> 3314 ;
3315 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
3314 -> 3315 ;
3316 [label="X[13] <= 33577.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3314 -> 3316 ;
3317 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3316 -> 3317 ;
3318 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3316 -> 3318 ;
3319 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3313 -> 3319 ;
3320 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3310 -> 3320 ;
3321 [label="X[21] <= 50034.0\ngini = 0.068\nsamples = 85\nvalue = [82, 3]"] ;
3309 -> 3321 ;
3322 [label="X[16] <= 64403.5\ngini = 0.047\nsamples = 83\nvalue = [81, 2]"] ;
3321 -> 3322 ;
3323 [label="gini = 0.0\nsamples = 63\nvalue = [63, 0]"] ;
3322 -> 3323 ;
3324 [label="X[2] <= 2.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
3322 -> 3324 ;
3325 [label="X[4] <= 44.0\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
3324 -> 3325 ;
3326 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
3325 -> 3326 ;
3327 [label="X[18] <= 4123.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3325 -> 3327 ;
3328 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3327 -> 3328 ;
3329 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3327 -> 3329 ;
3330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3324 -> 3330 ;
3331 [label="X[4] <= 35.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3321 -> 3331 ;
3332 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3331 -> 3332 ;
3333 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3331 -> 3333 ;
3334 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3308 -> 3334 ;
3335 [label="X[20] <= 3500.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
3295 -> 3335 ;
3336 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3335 -> 3336 ;
3337 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3335 -> 3337 ;
3338 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
2936 -> 3338 ;
3339 [label="X[10] <= 1.0\ngini = 0.147\nsamples = 7373\nvalue = [6782, 591]"] ;
2935 -> 3339 ;
3340 [label="X[11] <= 130081.0\ngini = 0.14\nsamples = 7134\nvalue = [6593, 541]"] ;
3339 -> 3340 ;
3341 [label="X[0] <= 145000.0\ngini = 0.116\nsamples = 5332\nvalue = [5003, 329]"] ;
3340 -> 3341 ;
3342 [label="X[14] <= -525.0\ngini = 0.155\nsamples = 1844\nvalue = [1688, 156]"] ;
3341 -> 3342 ;
3343 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3342 -> 3343 ;
3344 [label="X[13] <= 146787.0\ngini = 0.154\nsamples = 1843\nvalue = [1688, 155]"] ;
3342 -> 3344 ;
3345 [label="X[11] <= 98530.5\ngini = 0.153\nsamples = 1839\nvalue = [1686, 153]"] ;
3344 -> 3345 ;
3346 [label="X[8] <= 1.0\ngini = 0.138\nsamples = 1493\nvalue = [1382, 111]"] ;
3345 -> 3346 ;
3347 [label="X[16] <= 110667.0\ngini = 0.135\nsamples = 1484\nvalue = [1376, 108]"] ;
3346 -> 3347 ;
3348 [label="X[22] <= 2001.0\ngini = 0.133\nsamples = 1479\nvalue = [1373, 106]"] ;
3347 -> 3348 ;
3349 [label="X[16] <= 101400.0\ngini = 0.16\nsamples = 786\nvalue = [717, 69]"] ;
3348 -> 3349 ;
3350 [label="X[13] <= 111846.5\ngini = 0.158\nsamples = 785\nvalue = [717, 68]"] ;
3349 -> 3350 ;
3351 [label="X[13] <= 4530.0\ngini = 0.156\nsamples = 784\nvalue = [717, 67]"] ;
3350 -> 3351 ;
3352 [label="X[13] <= 3697.0\ngini = 0.272\nsamples = 74\nvalue = [62, 12]"] ;
3351 -> 3352 ;
3353 [label="X[19] <= 59056.5\ngini = 0.172\nsamples = 63\nvalue = [57, 6]"] ;
3352 -> 3353 ;
3354 [label="X[21] <= 5270.5\ngini = 0.148\nsamples = 62\nvalue = [57, 5]"] ;
3353 -> 3354 ;
3355 [label="X[16] <= 152.0\ngini = 0.074\nsamples = 52\nvalue = [50, 2]"] ;
3354 -> 3355 ;
3356 [label="X[21] <= 50.0\ngini = 0.219\nsamples = 16\nvalue = [14, 2]"] ;
3355 -> 3356 ;
3357 [label="X[4] <= 27.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
3356 -> 3357 ;
3358 [label="X[2] <= 2.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3357 -> 3358 ;
3359 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3358 -> 3359 ;
3360 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3358 -> 3360 ;
3361 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
3357 -> 3361 ;
3362 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3356 -> 3362 ;
3363 [label="gini = 0.0\nsamples = 36\nvalue = [36, 0]"] ;
3355 -> 3363 ;
3364 [label="X[16] <= 7434.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
3354 -> 3364 ;
3365 [label="X[15] <= 2048.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3364 -> 3365 ;
3366 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3365 -> 3366 ;
3367 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3365 -> 3367 ;
3368 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3364 -> 3368 ;
3369 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3353 -> 3369 ;
3370 [label="X[14] <= 3813.0\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
3352 -> 3370 ;
3371 [label="X[11] <= 3977.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
3370 -> 3371 ;
3372 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3371 -> 3372 ;
3373 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3371 -> 3373 ;
3374 [label="X[16] <= -0.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
3370 -> 3374 ;
3375 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3374 -> 3375 ;
3376 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
3374 -> 3376 ;
3377 [label="X[14] <= 76880.5\ngini = 0.143\nsamples = 710\nvalue = [655, 55]"] ;
3351 -> 3377 ;
3378 [label="X[18] <= 1501.0\ngini = 0.131\nsamples = 665\nvalue = [618, 47]"] ;
3377 -> 3378 ;
3379 [label="X[18] <= 1488.0\ngini = 0.221\nsamples = 103\nvalue = [90, 13]"] ;
3378 -> 3379 ;
3380 [label="X[18] <= 1209.5\ngini = 0.139\nsamples = 80\nvalue = [74, 6]"] ;
3379 -> 3380 ;
3381 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]"] ;
3380 -> 3381 ;
3382 [label="X[11] <= 10053.5\ngini = 0.227\nsamples = 46\nvalue = [40, 6]"] ;
3380 -> 3382 ;
3383 [label="X[20] <= 421.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
3382 -> 3383 ;
3384 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3383 -> 3384 ;
3385 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3383 -> 3385 ;
3386 [label="X[0] <= 85000.0\ngini = 0.172\nsamples = 42\nvalue = [38, 4]"] ;
3382 -> 3386 ;
3387 [label="X[17] <= 1351.0\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
3386 -> 3387 ;
3388 [label="X[12] <= 17936.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3387 -> 3388 ;
3389 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3388 -> 3389 ;
3390 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3388 -> 3390 ;
3391 [label="X[20] <= 645.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
3387 -> 3391 ;
3392 [label="X[22] <= 831.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3391 -> 3392 ;
3393 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3392 -> 3393 ;
3394 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3392 -> 3394 ;
3395 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
3391 -> 3395 ;
3396 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
3386 -> 3396 ;
3397 [label="X[19] <= 1029.5\ngini = 0.423\nsamples = 23\nvalue = [16, 7]"] ;
3379 -> 3397 ;
3398 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
3397 -> 3398 ;
3399 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3398 -> 3399 ;
3400 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3398 -> 3400 ;
3401 [label="X[22] <= 782.0\ngini = 0.291\nsamples = 17\nvalue = [14, 3]"] ;
3397 -> 3401 ;
3402 [label="X[16] <= 16809.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3401 -> 3402 ;
3403 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3402 -> 3403 ;
3404 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3402 -> 3404 ;
3405 [label="X[17] <= 1382.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
3401 -> 3405 ;
3406 [label="X[2] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3405 -> 3406 ;
3407 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3406 -> 3407 ;
3408 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3406 -> 3408 ;
3409 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
3405 -> 3409 ;
3410 [label="X[9] <= 1.0\ngini = 0.114\nsamples = 562\nvalue = [528, 34]"] ;
3378 -> 3410 ;
3411 [label="X[11] <= 3407.0\ngini = 0.109\nsamples = 553\nvalue = [521, 32]"] ;
3410 -> 3411 ;
3412 [label="X[11] <= 3196.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3411 -> 3412 ;
3413 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3412 -> 3413 ;
3414 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3412 -> 3414 ;
3415 [label="X[15] <= 4563.0\ngini = 0.106\nsamples = 550\nvalue = [519, 31]"] ;
3411 -> 3415 ;
3416 [label="X[20] <= 2456.0\ngini = 0.214\nsamples = 41\nvalue = [36, 5]"] ;
3415 -> 3416 ;
3417 [label="X[13] <= 29104.0\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
3416 -> 3417 ;
3418 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
3417 -> 3418 ;
3419 [label="X[17] <= 1733.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
3417 -> 3419 ;
3420 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3419 -> 3420 ;
3421 [label="X[12] <= 48962.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
3419 -> 3421 ;
3422 [label="X[13] <= 48297.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3421 -> 3422 ;
3423 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3422 -> 3423 ;
3424 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3422 -> 3424 ;
3425 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3421 -> 3425 ;
3426 [label="X[16] <= -87.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
3416 -> 3426 ;
3427 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3426 -> 3427 ;
3428 [label="X[13] <= 9527.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3426 -> 3428 ;
3429 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3428 -> 3429 ;
3430 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3428 -> 3430 ;
3431 [label="X[16] <= 15628.5\ngini = 0.097\nsamples = 509\nvalue = [483, 26]"] ;
3415 -> 3431 ;
3432 [label="gini = 0.0\nsamples = 90\nvalue = [90, 0]"] ;
3431 -> 3432 ;
3433 [label="X[16] <= 15875.5\ngini = 0.116\nsamples = 419\nvalue = [393, 26]"] ;
3431 -> 3433 ;
3434 [label="X[11] <= 44483.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3433 -> 3434 ;
3435 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3434 -> 3435 ;
3436 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3434 -> 3436 ;
3437 [label="X[21] <= 669.5\ngini = 0.109\nsamples = 416\nvalue = [392, 24]"] ;
3433 -> 3437 ;
3438 [label="X[2] <= 2.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3437 -> 3438 ;
3439 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3438 -> 3439 ;
3440 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3438 -> 3440 ;
3441 [label="X[20] <= 22482.5\ngini = 0.102\nsamples = 409\nvalue = [387, 22]"] ;
3437 -> 3441 ;
3442 [label="X[17] <= 3483.5\ngini = 0.098\nsamples = 406\nvalue = [385, 21]"] ;
3441 -> 3442 ;
3443 [label="X[17] <= 3463.0\ngini = 0.118\nsamples = 317\nvalue = [297, 20]"] ;
3442 -> 3443 ;
3444 [label="X[20] <= 1416.0\ngini = 0.113\nsamples = 316\nvalue = [297, 19]"] ;
3443 -> 3444 ;
3445 [label="X[5] <= -0.5\ngini = 0.04\nsamples = 99\nvalue = [97, 2]"] ;
3444 -> 3445 ;
3446 [label="X[12] <= 30611.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3445 -> 3446 ;
3447 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3446 -> 3447 ;
3448 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3446 -> 3448 ;
3449 [label="X[18] <= 1600.5\ngini = 0.02\nsamples = 97\nvalue = [96, 1]"] ;
3445 -> 3449 ;
3450 [label="X[19] <= 1243.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
3449 -> 3450 ;
3451 [label="X[0] <= 100000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3450 -> 3451 ;
3452 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3451 -> 3452 ;
3453 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3451 -> 3453 ;
3454 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3450 -> 3454 ;
3455 [label="gini = 0.0\nsamples = 85\nvalue = [85, 0]"] ;
3449 -> 3455 ;
3456 [label="X[20] <= 1430.0\ngini = 0.144\nsamples = 217\nvalue = [200, 17]"] ;
3444 -> 3456 ;
3457 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3456 -> 3457 ;
3458 [label="X[21] <= 1007.5\ngini = 0.137\nsamples = 216\nvalue = [200, 16]"] ;
3456 -> 3458 ;
3459 [label="X[12] <= 47392.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
3458 -> 3459 ;
3460 [label="X[20] <= 3750.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3459 -> 3460 ;
3461 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3460 -> 3461 ;
3462 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3460 -> 3462 ;
3463 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3459 -> 3463 ;
3464 [label="X[12] <= 59172.0\ngini = 0.124\nsamples = 210\nvalue = [196, 14]"] ;
3458 -> 3464 ;
3465 [label="X[5] <= -0.5\ngini = 0.058\nsamples = 133\nvalue = [129, 4]"] ;
3464 -> 3465 ;
3466 [label="X[4] <= 28.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3465 -> 3466 ;
3467 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3466 -> 3467 ;
3468 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3466 -> 3468 ;
3469 [label="X[11] <= 35434.0\ngini = 0.045\nsamples = 130\nvalue = [127, 3]"] ;
3465 -> 3469 ;
3470 [label="X[16] <= 38111.5\ngini = 0.172\nsamples = 21\nvalue = [19, 2]"] ;
3469 -> 3470 ;
3471 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
3470 -> 3471 ;
3472 [label="X[13] <= 51545.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3470 -> 3472 ;
3473 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3472 -> 3473 ;
3474 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3472 -> 3474 ;
3475 [label="X[21] <= 3405.0\ngini = 0.018\nsamples = 109\nvalue = [108, 1]"] ;
3469 -> 3475 ;
3476 [label="gini = 0.0\nsamples = 98\nvalue = [98, 0]"] ;
3475 -> 3476 ;
3477 [label="X[2] <= 2.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
3475 -> 3477 ;
3478 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3477 -> 3478 ;
3479 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3477 -> 3479 ;
3480 [label="X[12] <= 60915.5\ngini = 0.226\nsamples = 77\nvalue = [67, 10]"] ;
3464 -> 3480 ;
3481 [label="X[18] <= 2059.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3480 -> 3481 ;
3482 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3481 -> 3482 ;
3483 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3481 -> 3483 ;
3484 [label="X[15] <= 44354.5\ngini = 0.173\nsamples = 73\nvalue = [66, 7]"] ;
3480 -> 3484 ;
3485 [label="X[11] <= 73494.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
3484 -> 3485 ;
3486 [label="X[12] <= 61948.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
3485 -> 3486 ;
3487 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3486 -> 3487 ;
3488 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3486 -> 3488 ;
3489 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3485 -> 3489 ;
3490 [label="X[17] <= 3424.0\ngini = 0.092\nsamples = 62\nvalue = [59, 3]"] ;
3484 -> 3490 ;
3491 [label="X[17] <= 2277.5\ngini = 0.064\nsamples = 60\nvalue = [58, 2]"] ;
3490 -> 3491 ;
3492 [label="X[14] <= 56217.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3491 -> 3492 ;
3493 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3492 -> 3493 ;
3494 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3492 -> 3494 ;
3495 [label="X[19] <= 1805.0\ngini = 0.035\nsamples = 56\nvalue = [55, 1]"] ;
3491 -> 3495 ;
3496 [label="X[19] <= 1762.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
3495 -> 3496 ;
3497 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3496 -> 3497 ;
3498 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3496 -> 3498 ;
3499 [label="gini = 0.0\nsamples = 48\nvalue = [48, 0]"] ;
3495 -> 3499 ;
3500 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3490 -> 3500 ;
3501 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3500 -> 3501 ;
3502 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3500 -> 3502 ;
3503 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3443 -> 3503 ;
3504 [label="X[4] <= 53.5\ngini = 0.022\nsamples = 89\nvalue = [88, 1]"] ;
3442 -> 3504 ;
3505 [label="gini = 0.0\nsamples = 85\nvalue = [85, 0]"] ;
3504 -> 3505 ;
3506 [label="X[0] <= 85000.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3504 -> 3506 ;
3507 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3506 -> 3507 ;
3508 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3506 -> 3508 ;
3509 [label="X[19] <= 1778.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3441 -> 3509 ;
3510 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3509 -> 3510 ;
3511 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3509 -> 3511 ;
3512 [label="X[16] <= 49470.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
3410 -> 3512 ;
3513 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3512 -> 3513 ;
3514 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3512 -> 3514 ;
3515 [label="X[22] <= 1486.5\ngini = 0.292\nsamples = 45\nvalue = [37, 8]"] ;
3377 -> 3515 ;
3516 [label="X[14] <= 77335.0\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
3515 -> 3516 ;
3517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3516 -> 3517 ;
3518 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3516 -> 3518 ;
3519 [label="X[22] <= 1652.5\ngini = 0.444\nsamples = 21\nvalue = [14, 7]"] ;
3515 -> 3519 ;
3520 [label="X[15] <= 53208.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
3519 -> 3520 ;
3521 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3520 -> 3521 ;
3522 [label="X[12] <= 83505.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3520 -> 3522 ;
3523 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3522 -> 3523 ;
3524 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3522 -> 3524 ;
3525 [label="X[13] <= 67365.5\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
3519 -> 3525 ;
3526 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3525 -> 3526 ;
3527 [label="X[4] <= 52.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
3525 -> 3527 ;
3528 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
3527 -> 3528 ;
3529 [label="X[17] <= 43780.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3527 -> 3529 ;
3530 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3529 -> 3530 ;
3531 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3529 -> 3531 ;
3532 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3350 -> 3532 ;
3533 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3349 -> 3533 ;
3534 [label="X[17] <= 108.0\ngini = 0.101\nsamples = 693\nvalue = [656, 37]"] ;
3348 -> 3534 ;
3535 [label="X[3] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
3534 -> 3535 ;
3536 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3535 -> 3536 ;
3537 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3535 -> 3537 ;
3538 [label="X[19] <= 2645.0\ngini = 0.097\nsamples = 688\nvalue = [653, 35]"] ;
3534 -> 3538 ;
3539 [label="X[19] <= 2624.5\ngini = 0.155\nsamples = 236\nvalue = [216, 20]"] ;
3538 -> 3539 ;
3540 [label="X[22] <= 91622.5\ngini = 0.142\nsamples = 234\nvalue = [216, 18]"] ;
3539 -> 3540 ;
3541 [label="X[14] <= 49574.0\ngini = 0.135\nsamples = 233\nvalue = [216, 17]"] ;
3540 -> 3541 ;
3542 [label="X[12] <= 542.0\ngini = 0.049\nsamples = 119\nvalue = [116, 3]"] ;
3541 -> 3542 ;
3543 [label="X[20] <= 42233.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3542 -> 3543 ;
3544 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3543 -> 3544 ;
3545 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3543 -> 3545 ;
3546 [label="X[2] <= 4.0\ngini = 0.034\nsamples = 117\nvalue = [115, 2]"] ;
3542 -> 3546 ;
3547 [label="X[22] <= 39500.0\ngini = 0.017\nsamples = 114\nvalue = [113, 1]"] ;
3546 -> 3547 ;
3548 [label="gini = 0.0\nsamples = 107\nvalue = [107, 0]"] ;
3547 -> 3548 ;
3549 [label="X[22] <= 42953.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3547 -> 3549 ;
3550 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3549 -> 3550 ;
3551 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3549 -> 3551 ;
3552 [label="X[20] <= 964.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3546 -> 3552 ;
3553 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3552 -> 3553 ;
3554 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3552 -> 3554 ;
3555 [label="X[14] <= 50248.0\ngini = 0.215\nsamples = 114\nvalue = [100, 14]"] ;
3541 -> 3555 ;
3556 [label="X[20] <= 2520.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3555 -> 3556 ;
3557 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3556 -> 3557 ;
3558 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3556 -> 3558 ;
3559 [label="X[20] <= 398.0\ngini = 0.193\nsamples = 111\nvalue = [99, 12]"] ;
3555 -> 3559 ;
3560 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3559 -> 3560 ;
3561 [label="X[18] <= 3004.5\ngini = 0.18\nsamples = 110\nvalue = [99, 11]"] ;
3559 -> 3561 ;
3562 [label="X[18] <= 2912.5\ngini = 0.25\nsamples = 75\nvalue = [64, 11]"] ;
3561 -> 3562 ;
3563 [label="X[11] <= 85147.5\ngini = 0.144\nsamples = 64\nvalue = [59, 5]"] ;
3562 -> 3563 ;
3564 [label="X[0] <= 135000.0\ngini = 0.097\nsamples = 59\nvalue = [56, 3]"] ;
3563 -> 3564 ;
3565 [label="X[17] <= 2003.0\ngini = 0.038\nsamples = 52\nvalue = [51, 1]"] ;
3564 -> 3565 ;
3566 [label="X[4] <= 28.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
3565 -> 3566 ;
3567 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3566 -> 3567 ;
3568 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3566 -> 3568 ;
3569 [label="gini = 0.0\nsamples = 46\nvalue = [46, 0]"] ;
3565 -> 3569 ;
3570 [label="X[4] <= 34.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3564 -> 3570 ;
3571 [label="X[12] <= 61147.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3570 -> 3571 ;
3572 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3571 -> 3572 ;
3573 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3571 -> 3573 ;
3574 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3570 -> 3574 ;
3575 [label="X[14] <= 66332.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
3563 -> 3575 ;
3576 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3575 -> 3576 ;
3577 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3575 -> 3577 ;
3578 [label="X[16] <= 65988.5\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
3562 -> 3578 ;
3579 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
3578 -> 3579 ;
3580 [label="X[11] <= 82681.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
3578 -> 3580 ;
3581 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3580 -> 3581 ;
3582 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3580 -> 3582 ;
3583 [label="gini = 0.0\nsamples = 35\nvalue = [35, 0]"] ;
3561 -> 3583 ;
3584 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3540 -> 3584 ;
3585 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3539 -> 3585 ;
3586 [label="X[17] <= 31946.0\ngini = 0.064\nsamples = 452\nvalue = [437, 15]"] ;
3538 -> 3586 ;
3587 [label="X[14] <= 81761.5\ngini = 0.054\nsamples = 434\nvalue = [422, 12]"] ;
3586 -> 3587 ;
3588 [label="X[22] <= 2181.0\ngini = 0.029\nsamples = 341\nvalue = [336, 5]"] ;
3587 -> 3588 ;
3589 [label="X[20] <= 5278.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
3588 -> 3589 ;
3590 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3589 -> 3590 ;
3591 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3589 -> 3591 ;
3592 [label="X[19] <= 46506.0\ngini = 0.018\nsamples = 329\nvalue = [326, 3]"] ;
3588 -> 3592 ;
3593 [label="X[22] <= 24014.0\ngini = 0.012\nsamples = 325\nvalue = [323, 2]"] ;
3592 -> 3593 ;
3594 [label="X[12] <= 11020.0\ngini = 0.006\nsamples = 312\nvalue = [311, 1]"] ;
3593 -> 3594 ;
3595 [label="X[12] <= 10875.0\ngini = 0.04\nsamples = 49\nvalue = [48, 1]"] ;
3594 -> 3595 ;
3596 [label="gini = 0.0\nsamples = 48\nvalue = [48, 0]"] ;
3595 -> 3596 ;
3597 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3595 -> 3597 ;
3598 [label="gini = 0.0\nsamples = 263\nvalue = [263, 0]"] ;
3594 -> 3598 ;
3599 [label="X[22] <= 26652.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
3593 -> 3599 ;
3600 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3599 -> 3600 ;
3601 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
3599 -> 3601 ;
3602 [label="X[19] <= 50033.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3592 -> 3602 ;
3603 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3602 -> 3603 ;
3604 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3602 -> 3604 ;
3605 [label="X[14] <= 81926.0\ngini = 0.139\nsamples = 93\nvalue = [86, 7]"] ;
3587 -> 3605 ;
3606 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3605 -> 3606 ;
3607 [label="X[15] <= 31860.0\ngini = 0.122\nsamples = 92\nvalue = [86, 6]"] ;
3605 -> 3607 ;
3608 [label="X[11] <= 50269.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3607 -> 3608 ;
3609 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3608 -> 3609 ;
3610 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3608 -> 3610 ;
3611 [label="X[17] <= 3312.0\ngini = 0.105\nsamples = 90\nvalue = [85, 5]"] ;
3607 -> 3611 ;
3612 [label="X[15] <= 95656.0\ngini = 0.238\nsamples = 29\nvalue = [25, 4]"] ;
3611 -> 3612 ;
3613 [label="X[16] <= 90092.0\ngini = 0.191\nsamples = 28\nvalue = [25, 3]"] ;
3612 -> 3613 ;
3614 [label="X[14] <= 97386.0\ngini = 0.091\nsamples = 21\nvalue = [20, 1]"] ;
3613 -> 3614 ;
3615 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
3614 -> 3615 ;
3616 [label="X[14] <= 104768.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3614 -> 3616 ;
3617 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3616 -> 3617 ;
3618 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3616 -> 3618 ;
3619 [label="X[21] <= 3454.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3613 -> 3619 ;
3620 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3619 -> 3620 ;
3621 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3619 -> 3621 ;
3622 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3612 -> 3622 ;
3623 [label="X[19] <= 2978.0\ngini = 0.032\nsamples = 61\nvalue = [60, 1]"] ;
3611 -> 3623 ;
3624 [label="X[16] <= 85880.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3623 -> 3624 ;
3625 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3624 -> 3625 ;
3626 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3624 -> 3626 ;
3627 [label="gini = 0.0\nsamples = 59\nvalue = [59, 0]"] ;
3623 -> 3627 ;
3628 [label="X[17] <= 37500.0\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
3586 -> 3628 ;
3629 [label="X[15] <= 39913.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3628 -> 3629 ;
3630 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3629 -> 3630 ;
3631 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3629 -> 3631 ;
3632 [label="X[21] <= 2122.0\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
3628 -> 3632 ;
3633 [label="X[13] <= 99804.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3632 -> 3633 ;
3634 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3633 -> 3634 ;
3635 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3633 -> 3635 ;
3636 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
3632 -> 3636 ;
3637 [label="X[22] <= 4900.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
3347 -> 3637 ;
3638 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3637 -> 3638 ;
3639 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3637 -> 3639 ;
3640 [label="X[18] <= 2850.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
3346 -> 3640 ;
3641 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3640 -> 3641 ;
3642 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3640 -> 3642 ;
3643 [label="X[15] <= -775.0\ngini = 0.213\nsamples = 346\nvalue = [304, 42]"] ;
3345 -> 3643 ;
3644 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3643 -> 3644 ;
3645 [label="X[1] <= 1.5\ngini = 0.206\nsamples = 344\nvalue = [304, 40]"] ;
3643 -> 3645 ;
3646 [label="X[17] <= 2187.5\ngini = 0.295\nsamples = 128\nvalue = [105, 23]"] ;
3645 -> 3646 ;
3647 [label="X[17] <= 1408.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3646 -> 3647 ;
3648 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3647 -> 3648 ;
3649 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3647 -> 3649 ;
3650 [label="X[18] <= 8501.0\ngini = 0.271\nsamples = 124\nvalue = [104, 20]"] ;
3646 -> 3650 ;
3651 [label="X[17] <= 5185.0\ngini = 0.232\nsamples = 112\nvalue = [97, 15]"] ;
3650 -> 3651 ;
3652 [label="X[14] <= 68211.0\ngini = 0.314\nsamples = 77\nvalue = [62, 15]"] ;
3651 -> 3652 ;
3653 [label="X[21] <= 992.0\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
3652 -> 3653 ;
3654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3653 -> 3654 ;
3655 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3653 -> 3655 ;
3656 [label="X[18] <= 5029.0\ngini = 0.389\nsamples = 53\nvalue = [39, 14]"] ;
3652 -> 3656 ;
3657 [label="X[18] <= 2749.0\ngini = 0.455\nsamples = 40\nvalue = [26, 14]"] ;
3656 -> 3657 ;
3658 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3657 -> 3658 ;
3659 [label="X[22] <= 1167.0\ngini = 0.432\nsamples = 38\nvalue = [26, 12]"] ;
3657 -> 3659 ;
3660 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3659 -> 3660 ;
3661 [label="X[12] <= 100287.0\ngini = 0.401\nsamples = 36\nvalue = [26, 10]"] ;
3659 -> 3661 ;
3662 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3661 -> 3662 ;
3663 [label="X[12] <= 101424.0\ngini = 0.459\nsamples = 28\nvalue = [18, 10]"] ;
3661 -> 3663 ;
3664 [label="X[21] <= 5000.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
3663 -> 3664 ;
3665 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3664 -> 3665 ;
3666 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3664 -> 3666 ;
3667 [label="X[18] <= 4253.0\ngini = 0.386\nsamples = 23\nvalue = [17, 6]"] ;
3663 -> 3667 ;
3668 [label="X[17] <= 3834.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
3667 -> 3668 ;
3669 [label="X[10] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3668 -> 3669 ;
3670 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3669 -> 3670 ;
3671 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3669 -> 3671 ;
3672 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
3668 -> 3672 ;
3673 [label="X[15] <= 108331.0\ngini = 0.494\nsamples = 9\nvalue = [4, 5]"] ;
3667 -> 3673 ;
3674 [label="X[4] <= 43.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
3673 -> 3674 ;
3675 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3674 -> 3675 ;
3676 [label="X[20] <= 4001.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3674 -> 3676 ;
3677 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3676 -> 3677 ;
3678 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3676 -> 3678 ;
3679 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3673 -> 3679 ;
3680 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
3656 -> 3680 ;
3681 [label="gini = 0.0\nsamples = 35\nvalue = [35, 0]"] ;
3651 -> 3681 ;
3682 [label="X[21] <= 3226.0\ngini = 0.486\nsamples = 12\nvalue = [7, 5]"] ;
3650 -> 3682 ;
3683 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3682 -> 3683 ;
3684 [label="X[14] <= 87254.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
3682 -> 3684 ;
3685 [label="X[4] <= 40.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3684 -> 3685 ;
3686 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3685 -> 3686 ;
3687 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3685 -> 3687 ;
3688 [label="X[15] <= 120846.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3684 -> 3688 ;
3689 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3688 -> 3689 ;
3690 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3688 -> 3690 ;
3691 [label="X[11] <= 98536.5\ngini = 0.145\nsamples = 216\nvalue = [199, 17]"] ;
3645 -> 3691 ;
3692 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3691 -> 3692 ;
3693 [label="X[12] <= 106988.0\ngini = 0.138\nsamples = 215\nvalue = [199, 16]"] ;
3691 -> 3693 ;
3694 [label="X[13] <= 102873.0\ngini = 0.223\nsamples = 94\nvalue = [82, 12]"] ;
3693 -> 3694 ;
3695 [label="X[21] <= 1506.0\ngini = 0.104\nsamples = 73\nvalue = [69, 4]"] ;
3694 -> 3695 ;
3696 [label="X[15] <= 37657.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3695 -> 3696 ;
3697 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3696 -> 3697 ;
3698 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3696 -> 3698 ;
3699 [label="X[12] <= 104689.0\ngini = 0.059\nsamples = 66\nvalue = [64, 2]"] ;
3695 -> 3699 ;
3700 [label="X[22] <= 7406.5\ngini = 0.031\nsamples = 63\nvalue = [62, 1]"] ;
3699 -> 3700 ;
3701 [label="gini = 0.0\nsamples = 60\nvalue = [60, 0]"] ;
3700 -> 3701 ;
3702 [label="X[15] <= 99039.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3700 -> 3702 ;
3703 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3702 -> 3703 ;
3704 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3702 -> 3704 ;
3705 [label="X[18] <= 3312.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3699 -> 3705 ;
3706 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3705 -> 3706 ;
3707 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3705 -> 3707 ;
3708 [label="X[3] <= 1.5\ngini = 0.472\nsamples = 21\nvalue = [13, 8]"] ;
3694 -> 3708 ;
3709 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3708 -> 3709 ;
3710 [label="X[17] <= 5383.0\ngini = 0.498\nsamples = 15\nvalue = [7, 8]"] ;
3708 -> 3710 ;
3711 [label="X[20] <= 4475.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
3710 -> 3711 ;
3712 [label="X[17] <= 3783.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
3711 -> 3712 ;
3713 [label="X[19] <= 4119.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3712 -> 3713 ;
3714 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3713 -> 3714 ;
3715 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3713 -> 3715 ;
3716 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
3712 -> 3716 ;
3717 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3711 -> 3717 ;
3718 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3710 -> 3718 ;
3719 [label="X[17] <= 5998.0\ngini = 0.064\nsamples = 121\nvalue = [117, 4]"] ;
3693 -> 3719 ;
3720 [label="X[11] <= 118097.0\ngini = 0.023\nsamples = 87\nvalue = [86, 1]"] ;
3719 -> 3720 ;
3721 [label="gini = 0.0\nsamples = 63\nvalue = [63, 0]"] ;
3720 -> 3721 ;
3722 [label="X[11] <= 118403.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
3720 -> 3722 ;
3723 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3722 -> 3723 ;
3724 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3722 -> 3724 ;
3725 [label="X[18] <= 3050.0\ngini = 0.161\nsamples = 34\nvalue = [31, 3]"] ;
3719 -> 3725 ;
3726 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3725 -> 3726 ;
3727 [label="X[18] <= 5750.0\ngini = 0.114\nsamples = 33\nvalue = [31, 2]"] ;
3725 -> 3727 ;
3728 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
3727 -> 3728 ;
3729 [label="X[13] <= 123342.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
3727 -> 3729 ;
3730 [label="X[19] <= 5301.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3729 -> 3730 ;
3731 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3730 -> 3731 ;
3732 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3730 -> 3732 ;
3733 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
3729 -> 3733 ;
3734 [label="X[18] <= 3258.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
3344 -> 3734 ;
3735 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3734 -> 3735 ;
3736 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3734 -> 3736 ;
3737 [label="X[11] <= 6916.5\ngini = 0.094\nsamples = 3488\nvalue = [3315, 173]"] ;
3341 -> 3737 ;
3738 [label="X[11] <= 6903.5\ngini = 0.177\nsamples = 674\nvalue = [608, 66]"] ;
3737 -> 3738 ;
3739 [label="X[22] <= 2023.0\ngini = 0.173\nsamples = 671\nvalue = [607, 64]"] ;
3738 -> 3739 ;
3740 [label="X[14] <= 416.5\ngini = 0.098\nsamples = 272\nvalue = [258, 14]"] ;
3739 -> 3740 ;
3741 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3740 -> 3741 ;
3742 [label="X[18] <= 1654.5\ngini = 0.091\nsamples = 271\nvalue = [258, 13]"] ;
3740 -> 3742 ;
3743 [label="X[18] <= 1618.5\ngini = 0.167\nsamples = 98\nvalue = [89, 9]"] ;
3742 -> 3743 ;
3744 [label="X[12] <= 3294.0\ngini = 0.151\nsamples = 97\nvalue = [89, 8]"] ;
3743 -> 3744 ;
3745 [label="X[10] <= -0.5\ngini = 0.036\nsamples = 54\nvalue = [53, 1]"] ;
3744 -> 3745 ;
3746 [label="gini = 0.0\nsamples = 47\nvalue = [47, 0]"] ;
3745 -> 3746 ;
3747 [label="X[0] <= 200000.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3745 -> 3747 ;
3748 [label="X[19] <= 7191.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3747 -> 3748 ;
3749 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3748 -> 3749 ;
3750 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3748 -> 3750 ;
3751 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3747 -> 3751 ;
3752 [label="X[12] <= 3927.0\ngini = 0.273\nsamples = 43\nvalue = [36, 7]"] ;
3744 -> 3752 ;
3753 [label="X[20] <= 1017.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
3752 -> 3753 ;
3754 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3753 -> 3754 ;
3755 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3753 -> 3755 ;
3756 [label="X[15] <= 19986.0\ngini = 0.149\nsamples = 37\nvalue = [34, 3]"] ;
3752 -> 3756 ;
3757 [label="X[16] <= 19265.0\ngini = 0.105\nsamples = 36\nvalue = [34, 2]"] ;
3756 -> 3757 ;
3758 [label="X[19] <= 1002.5\ngini = 0.059\nsamples = 33\nvalue = [32, 1]"] ;
3757 -> 3758 ;
3759 [label="X[11] <= 4591.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3758 -> 3759 ;
3760 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3759 -> 3760 ;
3761 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3759 -> 3761 ;
3762 [label="gini = 0.0\nsamples = 29\nvalue = [29, 0]"] ;
3758 -> 3762 ;
3763 [label="X[5] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3757 -> 3763 ;
3764 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3763 -> 3764 ;
3765 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3763 -> 3765 ;
3766 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3756 -> 3766 ;
3767 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3743 -> 3767 ;
3768 [label="X[4] <= 55.5\ngini = 0.045\nsamples = 173\nvalue = [169, 4]"] ;
3742 -> 3768 ;
3769 [label="X[4] <= 24.5\ngini = 0.034\nsamples = 171\nvalue = [168, 3]"] ;
3768 -> 3769 ;
3770 [label="X[7] <= -1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3769 -> 3770 ;
3771 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3770 -> 3771 ;
3772 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3770 -> 3772 ;
3773 [label="X[7] <= -1.5\ngini = 0.024\nsamples = 168\nvalue = [166, 2]"] ;
3769 -> 3773 ;
3774 [label="X[4] <= 27.5\ngini = 0.108\nsamples = 35\nvalue = [33, 2]"] ;
3773 -> 3774 ;
3775 [label="X[19] <= 2293.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3774 -> 3775 ;
3776 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3775 -> 3776 ;
3777 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3775 -> 3777 ;
3778 [label="X[20] <= 430.5\ngini = 0.059\nsamples = 33\nvalue = [32, 1]"] ;
3774 -> 3778 ;
3779 [label="X[20] <= 75.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3778 -> 3779 ;
3780 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3779 -> 3780 ;
3781 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3779 -> 3781 ;
3782 [label="gini = 0.0\nsamples = 30\nvalue = [30, 0]"] ;
3778 -> 3782 ;
3783 [label="gini = 0.0\nsamples = 133\nvalue = [133, 0]"] ;
3773 -> 3783 ;
3784 [label="X[12] <= 4336.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3768 -> 3784 ;
3785 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3784 -> 3785 ;
3786 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3784 -> 3786 ;
3787 [label="X[17] <= 5386.0\ngini = 0.219\nsamples = 399\nvalue = [349, 50]"] ;
3739 -> 3787 ;
3788 [label="X[11] <= 5283.5\ngini = 0.274\nsamples = 232\nvalue = [194, 38]"] ;
3787 -> 3788 ;
3789 [label="X[15] <= 5009.0\ngini = 0.221\nsamples = 166\nvalue = [145, 21]"] ;
3788 -> 3789 ;
3790 [label="X[19] <= 841.5\ngini = 0.323\nsamples = 84\nvalue = [67, 17]"] ;
3789 -> 3790 ;
3791 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3790 -> 3791 ;
3792 [label="X[22] <= 24047.5\ngini = 0.311\nsamples = 83\nvalue = [67, 16]"] ;
3790 -> 3792 ;
3793 [label="X[15] <= 4982.5\ngini = 0.299\nsamples = 82\nvalue = [67, 15]"] ;
3792 -> 3793 ;
3794 [label="X[19] <= 3351.5\ngini = 0.286\nsamples = 81\nvalue = [67, 14]"] ;
3793 -> 3794 ;
3795 [label="X[11] <= 3699.0\ngini = 0.169\nsamples = 43\nvalue = [39, 4]"] ;
3794 -> 3795 ;
3796 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3795 -> 3796 ;
3797 [label="X[12] <= 1372.5\ngini = 0.32\nsamples = 20\nvalue = [16, 4]"] ;
3795 -> 3797 ;
3798 [label="X[4] <= 33.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3797 -> 3798 ;
3799 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3798 -> 3799 ;
3800 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3798 -> 3800 ;
3801 [label="X[11] <= 3757.5\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
3797 -> 3801 ;
3802 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3801 -> 3802 ;
3803 [label="X[22] <= 2559.5\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
3801 -> 3803 ;
3804 [label="X[0] <= 250000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3803 -> 3804 ;
3805 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3804 -> 3805 ;
3806 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3804 -> 3806 ;
3807 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
3803 -> 3807 ;
3808 [label="X[14] <= 3367.0\ngini = 0.388\nsamples = 38\nvalue = [28, 10]"] ;
3794 -> 3808 ;
3809 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3808 -> 3809 ;
3810 [label="X[10] <= -1.5\ngini = 0.346\nsamples = 36\nvalue = [28, 8]"] ;
3808 -> 3810 ;
3811 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
3810 -> 3811 ;
3812 [label="X[0] <= 390000.0\ngini = 0.435\nsamples = 25\nvalue = [17, 8]"] ;
3810 -> 3812 ;
3813 [label="X[19] <= 4966.5\ngini = 0.386\nsamples = 23\nvalue = [17, 6]"] ;
3812 -> 3813 ;
3814 [label="X[14] <= 4346.5\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
3813 -> 3814 ;
3815 [label="X[2] <= 1.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3814 -> 3815 ;
3816 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3815 -> 3816 ;
3817 [label="X[0] <= 230000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3815 -> 3817 ;
3818 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3817 -> 3818 ;
3819 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3817 -> 3819 ;
3820 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3814 -> 3820 ;
3821 [label="X[14] <= 11239.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
3813 -> 3821 ;
3822 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
3821 -> 3822 ;
3823 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3821 -> 3823 ;
3824 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3812 -> 3824 ;
3825 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3793 -> 3825 ;
3826 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3792 -> 3826 ;
3827 [label="X[22] <= 2233.0\ngini = 0.093\nsamples = 82\nvalue = [78, 4]"] ;
3789 -> 3827 ;
3828 [label="X[22] <= 2130.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
3827 -> 3828 ;
3829 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3828 -> 3829 ;
3830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3828 -> 3830 ;
3831 [label="X[11] <= 3600.0\ngini = 0.073\nsamples = 79\nvalue = [76, 3]"] ;
3827 -> 3831 ;
3832 [label="X[11] <= 3473.0\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
3831 -> 3832 ;
3833 [label="X[0] <= 450000.0\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
3832 -> 3833 ;
3834 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
3833 -> 3834 ;
3835 [label="X[16] <= 18804.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3833 -> 3835 ;
3836 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3835 -> 3836 ;
3837 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3835 -> 3837 ;
3838 [label="X[13] <= 8393.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3832 -> 3838 ;
3839 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3838 -> 3839 ;
3840 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3838 -> 3840 ;
3841 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]"] ;
3831 -> 3841 ;
3842 [label="X[22] <= 6050.0\ngini = 0.382\nsamples = 66\nvalue = [49, 17]"] ;
3788 -> 3842 ;
3843 [label="X[11] <= 5683.0\ngini = 0.473\nsamples = 39\nvalue = [24, 15]"] ;
3842 -> 3843 ;
3844 [label="X[22] <= 2964.5\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
3843 -> 3844 ;
3845 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3844 -> 3845 ;
3846 [label="X[19] <= 1572.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
3844 -> 3846 ;
3847 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3846 -> 3847 ;
3848 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
3846 -> 3848 ;
3849 [label="X[14] <= 13450.5\ngini = 0.384\nsamples = 27\nvalue = [20, 7]"] ;
3843 -> 3849 ;
3850 [label="X[14] <= 2651.5\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
3849 -> 3850 ;
3851 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3850 -> 3851 ;
3852 [label="X[12] <= 10047.0\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
3850 -> 3852 ;
3853 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
3852 -> 3853 ;
3854 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3852 -> 3854 ;
3855 [label="X[20] <= 4204.0\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
3849 -> 3855 ;
3856 [label="X[4] <= 50.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3855 -> 3856 ;
3857 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3856 -> 3857 ;
3858 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3856 -> 3858 ;
3859 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3855 -> 3859 ;
3860 [label="X[21] <= 98.0\ngini = 0.137\nsamples = 27\nvalue = [25, 2]"] ;
3842 -> 3860 ;
3861 [label="X[4] <= 29.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3860 -> 3861 ;
3862 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3861 -> 3862 ;
3863 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3861 -> 3863 ;
3864 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
3860 -> 3864 ;
3865 [label="X[20] <= 55427.5\ngini = 0.133\nsamples = 167\nvalue = [155, 12]"] ;
3787 -> 3865 ;
3866 [label="X[22] <= 2053.0\ngini = 0.097\nsamples = 157\nvalue = [149, 8]"] ;
3865 -> 3866 ;
3867 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3866 -> 3867 ;
3868 [label="X[4] <= 59.5\ngini = 0.086\nsamples = 156\nvalue = [149, 7]"] ;
3866 -> 3868 ;
3869 [label="X[22] <= 124596.5\ngini = 0.074\nsamples = 155\nvalue = [149, 6]"] ;
3868 -> 3869 ;
3870 [label="X[15] <= 7812.0\ngini = 0.063\nsamples = 153\nvalue = [148, 5]"] ;
3869 -> 3870 ;
3871 [label="X[15] <= 7643.0\ngini = 0.15\nsamples = 61\nvalue = [56, 5]"] ;
3870 -> 3871 ;
3872 [label="X[15] <= 6358.0\ngini = 0.097\nsamples = 59\nvalue = [56, 3]"] ;
3871 -> 3872 ;
3873 [label="X[22] <= 2966.0\ngini = 0.037\nsamples = 53\nvalue = [52, 1]"] ;
3872 -> 3873 ;
3874 [label="X[22] <= 2888.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
3873 -> 3874 ;
3875 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3874 -> 3875 ;
3876 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3874 -> 3876 ;
3877 [label="gini = 0.0\nsamples = 43\nvalue = [43, 0]"] ;
3873 -> 3877 ;
3878 [label="X[11] <= 5325.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
3872 -> 3878 ;
3879 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3878 -> 3879 ;
3880 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3878 -> 3880 ;
3881 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3871 -> 3881 ;
3882 [label="gini = 0.0\nsamples = 92\nvalue = [92, 0]"] ;
3870 -> 3882 ;
3883 [label="X[4] <= 33.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3869 -> 3883 ;
3884 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3883 -> 3884 ;
3885 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3883 -> 3885 ;
3886 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3868 -> 3886 ;
3887 [label="X[15] <= 72846.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
3865 -> 3887 ;
3888 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3887 -> 3888 ;
3889 [label="X[12] <= 24684.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
3887 -> 3889 ;
3890 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
3889 -> 3890 ;
3891 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3889 -> 3891 ;
3892 [label="X[4] <= 37.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3738 -> 3892 ;
3893 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3892 -> 3893 ;
3894 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3892 -> 3894 ;
3895 [label="X[8] <= 1.0\ngini = 0.073\nsamples = 2814\nvalue = [2707, 107]"] ;
3737 -> 3895 ;
3896 [label="X[13] <= 392614.0\ngini = 0.072\nsamples = 2807\nvalue = [2702, 105]"] ;
3895 -> 3896 ;
3897 [label="X[12] <= 226610.0\ngini = 0.071\nsamples = 2805\nvalue = [2701, 104]"] ;
3896 -> 3897 ;
3898 [label="X[16] <= -109.5\ngini = 0.07\nsamples = 2797\nvalue = [2695, 102]"] ;
3897 -> 3898 ;
3899 [label="X[20] <= 5.0\ngini = 0.26\nsamples = 26\nvalue = [22, 4]"] ;
3898 -> 3899 ;
3900 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3899 -> 3900 ;
3901 [label="X[5] <= 0.5\ngini = 0.153\nsamples = 24\nvalue = [22, 2]"] ;
3899 -> 3901 ;
3902 [label="X[17] <= 749.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
3901 -> 3902 ;
3903 [label="X[17] <= 346.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3902 -> 3903 ;
3904 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3903 -> 3904 ;
3905 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3903 -> 3905 ;
3906 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
3902 -> 3906 ;
3907 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3901 -> 3907 ;
3908 [label="X[14] <= 907.0\ngini = 0.068\nsamples = 2771\nvalue = [2673, 98]"] ;
3898 -> 3908 ;
3909 [label="X[4] <= 53.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
3908 -> 3909 ;
3910 [label="X[17] <= 15033.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
3909 -> 3910 ;
3911 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3910 -> 3911 ;
3912 [label="X[12] <= 24609.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3910 -> 3912 ;
3913 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3912 -> 3913 ;
3914 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3912 -> 3914 ;
3915 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3909 -> 3915 ;
3916 [label="X[20] <= 279157.0\ngini = 0.067\nsamples = 2759\nvalue = [2663, 96]"] ;
3908 -> 3916 ;
3917 [label="X[20] <= 18097.5\ngini = 0.067\nsamples = 2757\nvalue = [2662, 95]"] ;
3916 -> 3917 ;
3918 [label="X[20] <= 18036.5\ngini = 0.072\nsamples = 2470\nvalue = [2378, 92]"] ;
3917 -> 3918 ;
3919 [label="X[20] <= 16621.0\ngini = 0.071\nsamples = 2469\nvalue = [2378, 91]"] ;
3918 -> 3919 ;
3920 [label="X[22] <= 148397.0\ngini = 0.069\nsamples = 2453\nvalue = [2365, 88]"] ;
3919 -> 3920 ;
3921 [label="X[18] <= 15530.5\ngini = 0.068\nsamples = 2442\nvalue = [2356, 86]"] ;
3920 -> 3921 ;
3922 [label="X[18] <= 15436.0\ngini = 0.073\nsamples = 2179\nvalue = [2096, 83]"] ;
3921 -> 3922 ;
3923 [label="X[17] <= 2326.5\ngini = 0.072\nsamples = 2178\nvalue = [2096, 82]"] ;
3922 -> 3923 ;
3924 [label="X[14] <= 21724.5\ngini = 0.042\nsamples = 612\nvalue = [599, 13]"] ;
3923 -> 3924 ;
3925 [label="X[17] <= 2082.0\ngini = 0.013\nsamples = 308\nvalue = [306, 2]"] ;
3924 -> 3925 ;
3926 [label="X[18] <= 430.5\ngini = 0.007\nsamples = 297\nvalue = [296, 1]"] ;
3925 -> 3926 ;
3927 [label="X[13] <= 392.5\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
3926 -> 3927 ;
3928 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
3927 -> 3928 ;
3929 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3927 -> 3929 ;
3930 [label="gini = 0.0\nsamples = 274\nvalue = [274, 0]"] ;
3926 -> 3930 ;
3931 [label="X[17] <= 2097.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
3925 -> 3931 ;
3932 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3931 -> 3932 ;
3933 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
3931 -> 3933 ;
3934 [label="X[14] <= 21775.0\ngini = 0.07\nsamples = 304\nvalue = [293, 11]"] ;
3924 -> 3934 ;
3935 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3934 -> 3935 ;
3936 [label="X[8] <= -1.5\ngini = 0.064\nsamples = 303\nvalue = [293, 10]"] ;
3934 -> 3936 ;
3937 [label="X[19] <= 28181.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
3936 -> 3937 ;
3938 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3937 -> 3938 ;
3939 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3937 -> 3939 ;
3940 [label="X[19] <= 1229.5\ngini = 0.052\nsamples = 297\nvalue = [289, 8]"] ;
3936 -> 3940 ;
3941 [label="X[19] <= 1204.5\ngini = 0.201\nsamples = 44\nvalue = [39, 5]"] ;
3940 -> 3941 ;
3942 [label="X[12] <= 29040.0\ngini = 0.169\nsamples = 43\nvalue = [39, 4]"] ;
3941 -> 3942 ;
3943 [label="X[12] <= 28364.5\ngini = 0.32\nsamples = 20\nvalue = [16, 4]"] ;
3942 -> 3943 ;
3944 [label="X[0] <= 335000.0\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
3943 -> 3944 ;
3945 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
3944 -> 3945 ;
3946 [label="X[12] <= 23342.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
3944 -> 3946 ;
3947 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3946 -> 3947 ;
3948 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3946 -> 3948 ;
3949 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3943 -> 3949 ;
3950 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
3942 -> 3950 ;
3951 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3941 -> 3951 ;
3952 [label="X[2] <= 1.5\ngini = 0.023\nsamples = 253\nvalue = [250, 3]"] ;
3940 -> 3952 ;
3953 [label="X[11] <= 45795.0\ngini = 0.062\nsamples = 93\nvalue = [90, 3]"] ;
3952 -> 3953 ;
3954 [label="gini = 0.0\nsamples = 53\nvalue = [53, 0]"] ;
3953 -> 3954 ;
3955 [label="X[12] <= 42794.0\ngini = 0.139\nsamples = 40\nvalue = [37, 3]"] ;
3953 -> 3955 ;
3956 [label="X[13] <= 30347.0\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
3955 -> 3956 ;
3957 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
3956 -> 3957 ;
3958 [label="X[4] <= 26.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
3956 -> 3958 ;
3959 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3958 -> 3959 ;
3960 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3958 -> 3960 ;
3961 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]"] ;
3955 -> 3961 ;
3962 [label="gini = 0.0\nsamples = 160\nvalue = [160, 0]"] ;
3952 -> 3962 ;
3963 [label="X[17] <= 2338.5\ngini = 0.084\nsamples = 1566\nvalue = [1497, 69]"] ;
3923 -> 3963 ;
3964 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3963 -> 3964 ;
3965 [label="X[20] <= 0.5\ngini = 0.083\nsamples = 1565\nvalue = [1497, 68]"] ;
3963 -> 3965 ;
3966 [label="X[11] <= 70247.0\ngini = 0.189\nsamples = 85\nvalue = [76, 9]"] ;
3965 -> 3966 ;
3967 [label="X[18] <= 14817.5\ngini = 0.109\nsamples = 69\nvalue = [65, 4]"] ;
3966 -> 3967 ;
3968 [label="X[0] <= 295000.0\ngini = 0.086\nsamples = 67\nvalue = [64, 3]"] ;
3967 -> 3968 ;
3969 [label="gini = 0.0\nsamples = 46\nvalue = [46, 0]"] ;
3968 -> 3969 ;
3970 [label="X[4] <= 26.5\ngini = 0.245\nsamples = 21\nvalue = [18, 3]"] ;
3968 -> 3970 ;
3971 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3970 -> 3971 ;
3972 [label="X[12] <= 17530.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
3970 -> 3972 ;
3973 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
3972 -> 3973 ;
3974 [label="X[22] <= 10876.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3972 -> 3974 ;
3975 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
3974 -> 3975 ;
3976 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3974 -> 3976 ;
3977 [label="X[17] <= 4594.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3967 -> 3977 ;
3978 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
3977 -> 3978 ;
3979 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3977 -> 3979 ;
3980 [label="X[12] <= 79600.0\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
3966 -> 3980 ;
3981 [label="X[22] <= 1341.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
3980 -> 3981 ;
3982 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
3981 -> 3982 ;
3983 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
3981 -> 3983 ;
3984 [label="X[21] <= 5413.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
3980 -> 3984 ;
3985 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
3984 -> 3985 ;
3986 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3984 -> 3986 ;
3987 [label="X[12] <= 4431.5\ngini = 0.077\nsamples = 1480\nvalue = [1421, 59]"] ;
3965 -> 3987 ;
3988 [label="X[16] <= 174.5\ngini = 0.203\nsamples = 61\nvalue = [54, 7]"] ;
3987 -> 3988 ;
3989 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3988 -> 3989 ;
3990 [label="X[4] <= 53.5\ngini = 0.155\nsamples = 59\nvalue = [54, 5]"] ;
3988 -> 3990 ;
3991 [label="X[11] <= 8115.5\ngini = 0.128\nsamples = 58\nvalue = [54, 4]"] ;
3990 -> 3991 ;
3992 [label="X[22] <= 4190.0\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
3991 -> 3992 ;
3993 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3992 -> 3993 ;
3994 [label="X[18] <= 4778.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
3992 -> 3994 ;
3995 [label="X[19] <= 3044.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
3994 -> 3995 ;
3996 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3995 -> 3996 ;
3997 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
3995 -> 3997 ;
3998 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
3994 -> 3998 ;
3999 [label="X[4] <= 45.5\ngini = 0.043\nsamples = 45\nvalue = [44, 1]"] ;
3991 -> 3999 ;
4000 [label="gini = 0.0\nsamples = 39\nvalue = [39, 0]"] ;
3999 -> 4000 ;
4001 [label="X[21] <= 4094.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
3999 -> 4001 ;
4002 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4001 -> 4002 ;
4003 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4001 -> 4003 ;
4004 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3990 -> 4004 ;
4005 [label="X[0] <= 235000.0\ngini = 0.071\nsamples = 1419\nvalue = [1367, 52]"] ;
3987 -> 4005 ;
4006 [label="X[15] <= 119.0\ngini = 0.098\nsamples = 713\nvalue = [676, 37]"] ;
4005 -> 4006 ;
4007 [label="X[14] <= 18654.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4006 -> 4007 ;
4008 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4007 -> 4008 ;
4009 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4007 -> 4009 ;
4010 [label="X[19] <= 150923.5\ngini = 0.096\nsamples = 711\nvalue = [675, 36]"] ;
4006 -> 4010 ;
4011 [label="X[2] <= 1.5\ngini = 0.094\nsamples = 709\nvalue = [674, 35]"] ;
4010 -> 4011 ;
4012 [label="X[4] <= 54.5\ngini = 0.055\nsamples = 281\nvalue = [273, 8]"] ;
4011 -> 4012 ;
4013 [label="X[7] <= -1.5\ngini = 0.049\nsamples = 278\nvalue = [271, 7]"] ;
4012 -> 4013 ;
4014 [label="X[22] <= 161.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
4013 -> 4014 ;
4015 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4014 -> 4015 ;
4016 [label="X[1] <= 1.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
4014 -> 4016 ;
4017 [label="X[14] <= 7840.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4016 -> 4017 ;
4018 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4017 -> 4018 ;
4019 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4017 -> 4019 ;
4020 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
4016 -> 4020 ;
4021 [label="X[19] <= 3141.0\ngini = 0.037\nsamples = 264\nvalue = [259, 5]"] ;
4013 -> 4021 ;
4022 [label="X[19] <= 3071.5\ngini = 0.093\nsamples = 102\nvalue = [97, 5]"] ;
4021 -> 4022 ;
4023 [label="X[19] <= 2773.0\ngini = 0.059\nsamples = 98\nvalue = [95, 3]"] ;
4022 -> 4023 ;
4024 [label="gini = 0.0\nsamples = 71\nvalue = [71, 0]"] ;
4023 -> 4024 ;
4025 [label="X[19] <= 2919.0\ngini = 0.198\nsamples = 27\nvalue = [24, 3]"] ;
4023 -> 4025 ;
4026 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4025 -> 4026 ;
4027 [label="X[18] <= 2185.0\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
4025 -> 4027 ;
4028 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4027 -> 4028 ;
4029 [label="X[0] <= 165000.0\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
4027 -> 4029 ;
4030 [label="X[16] <= 66858.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4029 -> 4030 ;
4031 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4030 -> 4031 ;
4032 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4030 -> 4032 ;
4033 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
4029 -> 4033 ;
4034 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
4022 -> 4034 ;
4035 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4034 -> 4035 ;
4036 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4034 -> 4036 ;
4037 [label="gini = 0.0\nsamples = 162\nvalue = [162, 0]"] ;
4021 -> 4037 ;
4038 [label="X[21] <= 2885.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4012 -> 4038 ;
4039 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4038 -> 4039 ;
4040 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4038 -> 4040 ;
4041 [label="X[20] <= 13145.5\ngini = 0.118\nsamples = 428\nvalue = [401, 27]"] ;
4011 -> 4041 ;
4042 [label="X[16] <= 22297.0\ngini = 0.112\nsamples = 421\nvalue = [396, 25]"] ;
4041 -> 4042 ;
4043 [label="X[21] <= 377.5\ngini = 0.036\nsamples = 108\nvalue = [106, 2]"] ;
4042 -> 4043 ;
4044 [label="X[12] <= 8974.5\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
4043 -> 4044 ;
4045 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4044 -> 4045 ;
4046 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
4044 -> 4046 ;
4047 [label="gini = 0.0\nsamples = 94\nvalue = [94, 0]"] ;
4043 -> 4047 ;
4048 [label="X[14] <= 8429.0\ngini = 0.136\nsamples = 313\nvalue = [290, 23]"] ;
4042 -> 4048 ;
4049 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4048 -> 4049 ;
4050 [label="X[16] <= 22979.5\ngini = 0.131\nsamples = 312\nvalue = [290, 22]"] ;
4048 -> 4050 ;
4051 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4050 -> 4051 ;
4052 [label="X[19] <= 2004.5\ngini = 0.126\nsamples = 311\nvalue = [290, 21]"] ;
4050 -> 4052 ;
4053 [label="X[12] <= 32119.5\ngini = 0.263\nsamples = 45\nvalue = [38, 7]"] ;
4052 -> 4053 ;
4054 [label="X[21] <= 7000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4053 -> 4054 ;
4055 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4054 -> 4055 ;
4056 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4054 -> 4056 ;
4057 [label="X[19] <= 2001.5\ngini = 0.21\nsamples = 42\nvalue = [37, 5]"] ;
4053 -> 4057 ;
4058 [label="X[12] <= 65798.5\ngini = 0.176\nsamples = 41\nvalue = [37, 4]"] ;
4057 -> 4058 ;
4059 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
4058 -> 4059 ;
4060 [label="X[11] <= 81627.0\ngini = 0.346\nsamples = 18\nvalue = [14, 4]"] ;
4058 -> 4060 ;
4061 [label="X[3] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4060 -> 4061 ;
4062 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4061 -> 4062 ;
4063 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4061 -> 4063 ;
4064 [label="X[13] <= 50511.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
4060 -> 4064 ;
4065 [label="X[12] <= 90918.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4064 -> 4065 ;
4066 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4065 -> 4066 ;
4067 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4065 -> 4067 ;
4068 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
4064 -> 4068 ;
4069 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4057 -> 4069 ;
4070 [label="X[13] <= 84299.5\ngini = 0.1\nsamples = 266\nvalue = [252, 14]"] ;
4052 -> 4070 ;
4071 [label="X[11] <= 16243.0\ngini = 0.03\nsamples = 131\nvalue = [129, 2]"] ;
4070 -> 4071 ;
4072 [label="X[14] <= 21624.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4071 -> 4072 ;
4073 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4072 -> 4073 ;
4074 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4072 -> 4074 ;
4075 [label="X[18] <= 5495.0\ngini = 0.016\nsamples = 126\nvalue = [125, 1]"] ;
4071 -> 4075 ;
4076 [label="gini = 0.0\nsamples = 115\nvalue = [115, 0]"] ;
4075 -> 4076 ;
4077 [label="X[18] <= 5800.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
4075 -> 4077 ;
4078 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4077 -> 4078 ;
4079 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4077 -> 4079 ;
4080 [label="X[12] <= 97717.5\ngini = 0.162\nsamples = 135\nvalue = [123, 12]"] ;
4070 -> 4080 ;
4081 [label="X[16] <= 108286.5\ngini = 0.361\nsamples = 38\nvalue = [29, 9]"] ;
4080 -> 4081 ;
4082 [label="X[15] <= 70521.5\ngini = 0.313\nsamples = 36\nvalue = [29, 7]"] ;
4081 -> 4082 ;
4083 [label="X[21] <= 4006.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4082 -> 4083 ;
4084 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4083 -> 4084 ;
4085 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4083 -> 4085 ;
4086 [label="X[12] <= 97490.5\ngini = 0.257\nsamples = 33\nvalue = [28, 5]"] ;
4082 -> 4086 ;
4087 [label="X[0] <= 155000.0\ngini = 0.219\nsamples = 32\nvalue = [28, 4]"] ;
4086 -> 4087 ;
4088 [label="X[2] <= 2.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
4087 -> 4088 ;
4089 [label="X[11] <= 86965.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4088 -> 4089 ;
4090 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4089 -> 4090 ;
4091 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4089 -> 4091 ;
4092 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4088 -> 4092 ;
4093 [label="X[19] <= 4690.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
4087 -> 4093 ;
4094 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
4093 -> 4094 ;
4095 [label="X[18] <= 4081.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4093 -> 4095 ;
4096 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4095 -> 4096 ;
4097 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4095 -> 4097 ;
4098 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4086 -> 4098 ;
4099 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4081 -> 4099 ;
4100 [label="X[4] <= 25.5\ngini = 0.06\nsamples = 97\nvalue = [94, 3]"] ;
4080 -> 4100 ;
4101 [label="X[14] <= 104766.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
4100 -> 4101 ;
4102 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4101 -> 4102 ;
4103 [label="X[20] <= 3550.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4101 -> 4103 ;
4104 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4103 -> 4104 ;
4105 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4103 -> 4105 ;
4106 [label="X[17] <= 4234.0\ngini = 0.023\nsamples = 87\nvalue = [86, 1]"] ;
4100 -> 4106 ;
4107 [label="X[20] <= 4509.0\ngini = 0.091\nsamples = 21\nvalue = [20, 1]"] ;
4106 -> 4107 ;
4108 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
4107 -> 4108 ;
4109 [label="X[21] <= 4750.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4107 -> 4109 ;
4110 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4109 -> 4110 ;
4111 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4109 -> 4111 ;
4112 [label="gini = 0.0\nsamples = 66\nvalue = [66, 0]"] ;
4106 -> 4112 ;
4113 [label="X[15] <= 14631.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
4041 -> 4113 ;
4114 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4113 -> 4114 ;
4115 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4113 -> 4115 ;
4116 [label="X[18] <= 7020.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4010 -> 4116 ;
4117 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4116 -> 4117 ;
4118 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4116 -> 4118 ;
4119 [label="X[14] <= 1174.5\ngini = 0.042\nsamples = 706\nvalue = [691, 15]"] ;
4005 -> 4119 ;
4120 [label="X[18] <= 4861.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4119 -> 4120 ;
4121 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4120 -> 4121 ;
4122 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4120 -> 4122 ;
4123 [label="X[17] <= 151004.5\ngini = 0.039\nsamples = 704\nvalue = [690, 14]"] ;
4119 -> 4123 ;
4124 [label="X[21] <= 164725.0\ngini = 0.036\nsamples = 701\nvalue = [688, 13]"] ;
4123 -> 4124 ;
4125 [label="X[17] <= 3011.0\ngini = 0.034\nsamples = 697\nvalue = [685, 12]"] ;
4124 -> 4125 ;
4126 [label="X[11] <= 90648.5\ngini = 0.096\nsamples = 99\nvalue = [94, 5]"] ;
4125 -> 4126 ;
4127 [label="X[0] <= 495000.0\ngini = 0.062\nsamples = 94\nvalue = [91, 3]"] ;
4126 -> 4127 ;
4128 [label="X[20] <= 9013.5\ngini = 0.024\nsamples = 84\nvalue = [83, 1]"] ;
4127 -> 4128 ;
4129 [label="gini = 0.0\nsamples = 81\nvalue = [81, 0]"] ;
4128 -> 4129 ;
4130 [label="X[4] <= 27.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4128 -> 4130 ;
4131 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4130 -> 4131 ;
4132 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4130 -> 4132 ;
4133 [label="X[18] <= 7502.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
4127 -> 4133 ;
4134 [label="X[5] <= -0.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
4133 -> 4134 ;
4135 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4134 -> 4135 ;
4136 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4134 -> 4136 ;
4137 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4133 -> 4137 ;
4138 [label="X[14] <= 81485.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
4126 -> 4138 ;
4139 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4138 -> 4139 ;
4140 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4138 -> 4140 ;
4141 [label="X[17] <= 12350.5\ngini = 0.023\nsamples = 598\nvalue = [591, 7]"] ;
4125 -> 4141 ;
4142 [label="X[14] <= 3173.0\ngini = 0.008\nsamples = 472\nvalue = [470, 2]"] ;
4141 -> 4142 ;
4143 [label="X[14] <= 3072.0\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
4142 -> 4143 ;
4144 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
4143 -> 4144 ;
4145 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4143 -> 4145 ;
4146 [label="X[2] <= 2.5\ngini = 0.004\nsamples = 455\nvalue = [454, 1]"] ;
4142 -> 4146 ;
4147 [label="gini = 0.0\nsamples = 417\nvalue = [417, 0]"] ;
4146 -> 4147 ;
4148 [label="X[21] <= 1523.0\ngini = 0.051\nsamples = 38\nvalue = [37, 1]"] ;
4146 -> 4148 ;
4149 [label="X[16] <= 44767.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4148 -> 4149 ;
4150 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4149 -> 4150 ;
4151 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4149 -> 4151 ;
4152 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
4148 -> 4152 ;
4153 [label="X[12] <= 12545.0\ngini = 0.076\nsamples = 126\nvalue = [121, 5]"] ;
4141 -> 4153 ;
4154 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4153 -> 4154 ;
4155 [label="X[18] <= 5009.0\ngini = 0.062\nsamples = 125\nvalue = [121, 4]"] ;
4153 -> 4155 ;
4156 [label="X[18] <= 4975.5\ngini = 0.142\nsamples = 52\nvalue = [48, 4]"] ;
4155 -> 4156 ;
4157 [label="X[11] <= 8399.5\ngini = 0.078\nsamples = 49\nvalue = [47, 2]"] ;
4156 -> 4157 ;
4158 [label="X[11] <= 8260.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4157 -> 4158 ;
4159 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4158 -> 4159 ;
4160 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4158 -> 4160 ;
4161 [label="X[22] <= 22919.5\ngini = 0.043\nsamples = 45\nvalue = [44, 1]"] ;
4157 -> 4161 ;
4162 [label="gini = 0.0\nsamples = 39\nvalue = [39, 0]"] ;
4161 -> 4162 ;
4163 [label="X[14] <= 39422.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
4161 -> 4163 ;
4164 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4163 -> 4164 ;
4165 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4163 -> 4165 ;
4166 [label="X[16] <= 68690.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4156 -> 4166 ;
4167 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4166 -> 4167 ;
4168 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4166 -> 4168 ;
4169 [label="gini = 0.0\nsamples = 73\nvalue = [73, 0]"] ;
4155 -> 4169 ;
4170 [label="X[16] <= 193217.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4124 -> 4170 ;
4171 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4170 -> 4171 ;
4172 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4170 -> 4172 ;
4173 [label="X[12] <= 174542.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4123 -> 4173 ;
4174 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4173 -> 4174 ;
4175 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4173 -> 4175 ;
4176 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3922 -> 4176 ;
4177 [label="X[17] <= 793.0\ngini = 0.023\nsamples = 263\nvalue = [260, 3]"] ;
3921 -> 4177 ;
4178 [label="X[12] <= 410.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4177 -> 4178 ;
4179 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4178 -> 4179 ;
4180 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4178 -> 4180 ;
4181 [label="X[19] <= 71815.5\ngini = 0.016\nsamples = 256\nvalue = [254, 2]"] ;
4177 -> 4181 ;
4182 [label="X[17] <= 2005.0\ngini = 0.008\nsamples = 246\nvalue = [245, 1]"] ;
4181 -> 4182 ;
4183 [label="X[17] <= 1970.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
4182 -> 4183 ;
4184 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
4183 -> 4184 ;
4185 [label="X[4] <= 37.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4183 -> 4185 ;
4186 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4185 -> 4186 ;
4187 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4185 -> 4187 ;
4188 [label="gini = 0.0\nsamples = 223\nvalue = [223, 0]"] ;
4182 -> 4188 ;
4189 [label="X[5] <= -1.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
4181 -> 4189 ;
4190 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4189 -> 4190 ;
4191 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
4189 -> 4191 ;
4192 [label="X[17] <= 1898.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
3920 -> 4192 ;
4193 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4192 -> 4193 ;
4194 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
4192 -> 4194 ;
4195 [label="X[11] <= 27747.0\ngini = 0.305\nsamples = 16\nvalue = [13, 3]"] ;
3919 -> 4195 ;
4196 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4195 -> 4196 ;
4197 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4195 -> 4197 ;
4198 [label="X[14] <= 14105.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4197 -> 4198 ;
4199 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4198 -> 4199 ;
4200 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4198 -> 4200 ;
4201 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4197 -> 4201 ;
4202 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
3918 -> 4202 ;
4203 [label="X[16] <= 1898.0\ngini = 0.021\nsamples = 287\nvalue = [284, 3]"] ;
3917 -> 4203 ;
4204 [label="X[16] <= 1726.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
4203 -> 4204 ;
4205 [label="X[0] <= 465000.0\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
4204 -> 4205 ;
4206 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
4205 -> 4206 ;
4207 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4205 -> 4207 ;
4208 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4204 -> 4208 ;
4209 [label="X[22] <= 85535.5\ngini = 0.007\nsamples = 267\nvalue = [266, 1]"] ;
4203 -> 4209 ;
4210 [label="gini = 0.0\nsamples = 252\nvalue = [252, 0]"] ;
4209 -> 4210 ;
4211 [label="X[22] <= 88602.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
4209 -> 4211 ;
4212 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4211 -> 4212 ;
4213 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
4211 -> 4213 ;
4214 [label="X[14] <= 22457.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3916 -> 4214 ;
4215 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4214 -> 4215 ;
4216 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4214 -> 4216 ;
4217 [label="X[19] <= 8150.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
3897 -> 4217 ;
4218 [label="X[2] <= 2.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4217 -> 4218 ;
4219 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4218 -> 4219 ;
4220 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4218 -> 4220 ;
4221 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4217 -> 4221 ;
4222 [label="X[11] <= 84845.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
3896 -> 4222 ;
4223 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4222 -> 4223 ;
4224 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4222 -> 4224 ;
4225 [label="X[4] <= 36.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
3895 -> 4225 ;
4226 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4225 -> 4226 ;
4227 [label="X[19] <= 3215.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4225 -> 4227 ;
4228 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4227 -> 4228 ;
4229 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4227 -> 4229 ;
4230 [label="X[22] <= 3803.5\ngini = 0.208\nsamples = 1802\nvalue = [1590, 212]"] ;
3340 -> 4230 ;
4231 [label="X[0] <= 295000.0\ngini = 0.294\nsamples = 424\nvalue = [348, 76]"] ;
4230 -> 4231 ;
4232 [label="X[11] <= 130409.0\ngini = 0.346\nsamples = 310\nvalue = [241, 69]"] ;
4231 -> 4232 ;
4233 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4232 -> 4233 ;
4234 [label="X[8] <= 1.0\ngini = 0.338\nsamples = 307\nvalue = [241, 66]"] ;
4232 -> 4234 ;
4235 [label="X[14] <= 321036.0\ngini = 0.332\nsamples = 305\nvalue = [241, 64]"] ;
4234 -> 4235 ;
4236 [label="X[18] <= 6117.5\ngini = 0.326\nsamples = 303\nvalue = [241, 62]"] ;
4235 -> 4236 ;
4237 [label="X[22] <= 3357.0\ngini = 0.383\nsamples = 190\nvalue = [141, 49]"] ;
4236 -> 4237 ;
4238 [label="X[19] <= 79150.0\ngini = 0.343\nsamples = 164\nvalue = [128, 36]"] ;
4237 -> 4238 ;
4239 [label="X[21] <= 4072.5\ngini = 0.332\nsamples = 162\nvalue = [128, 34]"] ;
4238 -> 4239 ;
4240 [label="X[21] <= 2952.5\ngini = 0.293\nsamples = 140\nvalue = [115, 25]"] ;
4239 -> 4240 ;
4241 [label="X[16] <= 84293.0\ngini = 0.375\nsamples = 88\nvalue = [66, 22]"] ;
4240 -> 4241 ;
4242 [label="X[13] <= 128542.5\ngini = 0.347\nsamples = 85\nvalue = [66, 19]"] ;
4241 -> 4242 ;
4243 [label="X[21] <= 2741.0\ngini = 0.278\nsamples = 66\nvalue = [55, 11]"] ;
4242 -> 4243 ;
4244 [label="X[0] <= 285000.0\ngini = 0.228\nsamples = 61\nvalue = [53, 8]"] ;
4243 -> 4244 ;
4245 [label="X[17] <= 3682.0\ngini = 0.206\nsamples = 60\nvalue = [53, 7]"] ;
4244 -> 4245 ;
4246 [label="X[12] <= 98671.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
4245 -> 4246 ;
4247 [label="X[0] <= 255000.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
4246 -> 4247 ;
4248 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4247 -> 4248 ;
4249 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4247 -> 4249 ;
4250 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4246 -> 4250 ;
4251 [label="X[4] <= 25.5\ngini = 0.117\nsamples = 48\nvalue = [45, 3]"] ;
4245 -> 4251 ;
4252 [label="X[13] <= 115148.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4251 -> 4252 ;
4253 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4252 -> 4253 ;
4254 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4252 -> 4254 ;
4255 [label="X[12] <= 124657.5\ngini = 0.085\nsamples = 45\nvalue = [43, 2]"] ;
4251 -> 4255 ;
4256 [label="X[12] <= 123603.5\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
4255 -> 4256 ;
4257 [label="X[4] <= 49.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
4256 -> 4257 ;
4258 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
4257 -> 4258 ;
4259 [label="X[4] <= 51.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4257 -> 4259 ;
4260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4259 -> 4260 ;
4261 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4259 -> 4261 ;
4262 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4256 -> 4262 ;
4263 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
4255 -> 4263 ;
4264 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4244 -> 4264 ;
4265 [label="X[14] <= 78319.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
4243 -> 4265 ;
4266 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4265 -> 4266 ;
4267 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4265 -> 4267 ;
4268 [label="X[11] <= 143984.5\ngini = 0.488\nsamples = 19\nvalue = [11, 8]"] ;
4242 -> 4268 ;
4269 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4268 -> 4269 ;
4270 [label="X[13] <= 132947.0\ngini = 0.337\nsamples = 14\nvalue = [11, 3]"] ;
4268 -> 4270 ;
4271 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4270 -> 4271 ;
4272 [label="X[17] <= 85469.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
4270 -> 4272 ;
4273 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
4272 -> 4273 ;
4274 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4272 -> 4274 ;
4275 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4241 -> 4275 ;
4276 [label="X[17] <= 73500.0\ngini = 0.109\nsamples = 52\nvalue = [49, 3]"] ;
4240 -> 4276 ;
4277 [label="X[11] <= 251473.0\ngini = 0.075\nsamples = 51\nvalue = [49, 2]"] ;
4276 -> 4277 ;
4278 [label="X[20] <= 5520.0\ngini = 0.039\nsamples = 50\nvalue = [49, 1]"] ;
4277 -> 4278 ;
4279 [label="gini = 0.0\nsamples = 45\nvalue = [45, 0]"] ;
4278 -> 4279 ;
4280 [label="X[15] <= 105871.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4278 -> 4280 ;
4281 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4280 -> 4281 ;
4282 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4280 -> 4282 ;
4283 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4277 -> 4283 ;
4284 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4276 -> 4284 ;
4285 [label="X[15] <= 69740.5\ngini = 0.483\nsamples = 22\nvalue = [13, 9]"] ;
4239 -> 4285 ;
4286 [label="X[22] <= 2675.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
4285 -> 4286 ;
4287 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
4286 -> 4287 ;
4288 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4286 -> 4288 ;
4289 [label="X[20] <= 4499.0\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
4285 -> 4289 ;
4290 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
4289 -> 4290 ;
4291 [label="X[11] <= 223775.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4289 -> 4291 ;
4292 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4291 -> 4292 ;
4293 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4291 -> 4293 ;
4294 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4238 -> 4294 ;
4295 [label="X[4] <= 28.5\ngini = 0.5\nsamples = 26\nvalue = [13, 13]"] ;
4237 -> 4295 ;
4296 [label="X[4] <= 24.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4295 -> 4296 ;
4297 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4296 -> 4297 ;
4298 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4296 -> 4298 ;
4299 [label="X[19] <= 3550.0\ngini = 0.444\nsamples = 18\nvalue = [6, 12]"] ;
4295 -> 4299 ;
4300 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
4299 -> 4300 ;
4301 [label="X[15] <= 101032.0\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
4299 -> 4301 ;
4302 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4301 -> 4302 ;
4303 [label="X[13] <= 150751.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
4301 -> 4303 ;
4304 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4303 -> 4304 ;
4305 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4303 -> 4305 ;
4306 [label="X[11] <= 132997.5\ngini = 0.204\nsamples = 113\nvalue = [100, 13]"] ;
4236 -> 4306 ;
4307 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4306 -> 4307 ;
4308 [label="X[17] <= 132550.0\ngini = 0.191\nsamples = 112\nvalue = [100, 12]"] ;
4306 -> 4308 ;
4309 [label="X[11] <= 259381.5\ngini = 0.179\nsamples = 111\nvalue = [100, 11]"] ;
4308 -> 4309 ;
4310 [label="X[2] <= 5.5\ngini = 0.13\nsamples = 100\nvalue = [93, 7]"] ;
4309 -> 4310 ;
4311 [label="X[16] <= 138321.5\ngini = 0.114\nsamples = 99\nvalue = [93, 6]"] ;
4310 -> 4311 ;
4312 [label="X[20] <= 1502.5\ngini = 0.067\nsamples = 87\nvalue = [84, 3]"] ;
4311 -> 4312 ;
4313 [label="X[11] <= 192857.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
4312 -> 4313 ;
4314 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4313 -> 4314 ;
4315 [label="X[18] <= 10534.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4313 -> 4315 ;
4316 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4315 -> 4316 ;
4317 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4315 -> 4317 ;
4318 [label="X[14] <= 76679.5\ngini = 0.025\nsamples = 79\nvalue = [78, 1]"] ;
4312 -> 4318 ;
4319 [label="X[14] <= 73807.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4318 -> 4319 ;
4320 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4319 -> 4320 ;
4321 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4319 -> 4321 ;
4322 [label="gini = 0.0\nsamples = 72\nvalue = [72, 0]"] ;
4318 -> 4322 ;
4323 [label="X[12] <= 178440.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
4311 -> 4323 ;
4324 [label="X[4] <= 28.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4323 -> 4324 ;
4325 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4324 -> 4325 ;
4326 [label="X[0] <= 210000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4324 -> 4326 ;
4327 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4326 -> 4327 ;
4328 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4326 -> 4328 ;
4329 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4323 -> 4329 ;
4330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4310 -> 4330 ;
4331 [label="X[12] <= 265546.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
4309 -> 4331 ;
4332 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4331 -> 4332 ;
4333 [label="X[4] <= 48.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4331 -> 4333 ;
4334 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4333 -> 4334 ;
4335 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4333 -> 4335 ;
4336 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4308 -> 4336 ;
4337 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4235 -> 4337 ;
4338 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4234 -> 4338 ;
4339 [label="X[12] <= 409999.0\ngini = 0.115\nsamples = 114\nvalue = [107, 7]"] ;
4231 -> 4339 ;
4340 [label="X[13] <= -10702.5\ngini = 0.054\nsamples = 108\nvalue = [105, 3]"] ;
4339 -> 4340 ;
4341 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4340 -> 4341 ;
4342 [label="X[22] <= 3645.0\ngini = 0.037\nsamples = 107\nvalue = [105, 2]"] ;
4340 -> 4342 ;
4343 [label="X[4] <= 25.5\ngini = 0.019\nsamples = 106\nvalue = [105, 1]"] ;
4342 -> 4343 ;
4344 [label="X[17] <= 6781.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4343 -> 4344 ;
4345 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4344 -> 4345 ;
4346 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4344 -> 4346 ;
4347 [label="gini = 0.0\nsamples = 103\nvalue = [103, 0]"] ;
4343 -> 4347 ;
4348 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4342 -> 4348 ;
4349 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
4339 -> 4349 ;
4350 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4349 -> 4350 ;
4351 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4349 -> 4351 ;
4352 [label="X[12] <= 226343.0\ngini = 0.178\nsamples = 1378\nvalue = [1242, 136]"] ;
4230 -> 4352 ;
4353 [label="X[0] <= 345000.0\ngini = 0.138\nsamples = 899\nvalue = [832, 67]"] ;
4352 -> 4353 ;
4354 [label="X[13] <= 245020.5\ngini = 0.161\nsamples = 758\nvalue = [691, 67]"] ;
4353 -> 4354 ;
4355 [label="X[22] <= 211138.5\ngini = 0.156\nsamples = 752\nvalue = [688, 64]"] ;
4354 -> 4355 ;
4356 [label="X[15] <= 66978.5\ngini = 0.154\nsamples = 751\nvalue = [688, 63]"] ;
4355 -> 4356 ;
4357 [label="X[2] <= 4.5\ngini = 0.305\nsamples = 48\nvalue = [39, 9]"] ;
4356 -> 4357 ;
4358 [label="X[11] <= 132077.5\ngini = 0.24\nsamples = 43\nvalue = [37, 6]"] ;
4357 -> 4358 ;
4359 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4358 -> 4359 ;
4360 [label="X[16] <= 7013.0\ngini = 0.21\nsamples = 42\nvalue = [37, 5]"] ;
4358 -> 4360 ;
4361 [label="X[11] <= 205193.5\ngini = 0.426\nsamples = 13\nvalue = [9, 4]"] ;
4360 -> 4361 ;
4362 [label="X[21] <= 5845.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
4361 -> 4362 ;
4363 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4362 -> 4363 ;
4364 [label="X[12] <= 132635.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4362 -> 4364 ;
4365 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4364 -> 4365 ;
4366 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4364 -> 4366 ;
4367 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4361 -> 4367 ;
4368 [label="X[11] <= 133373.0\ngini = 0.067\nsamples = 29\nvalue = [28, 1]"] ;
4360 -> 4368 ;
4369 [label="X[18] <= 4339.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4368 -> 4369 ;
4370 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4369 -> 4370 ;
4371 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4369 -> 4371 ;
4372 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]"] ;
4368 -> 4372 ;
4373 [label="X[3] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
4357 -> 4373 ;
4374 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4373 -> 4374 ;
4375 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4373 -> 4375 ;
4376 [label="X[19] <= 7971.0\ngini = 0.142\nsamples = 703\nvalue = [649, 54]"] ;
4356 -> 4376 ;
4377 [label="X[19] <= 7869.5\ngini = 0.165\nsamples = 540\nvalue = [491, 49]"] ;
4376 -> 4377 ;
4378 [label="X[17] <= 7204.0\ngini = 0.16\nsamples = 537\nvalue = [490, 47]"] ;
4377 -> 4378 ;
4379 [label="X[19] <= 5015.0\ngini = 0.109\nsamples = 345\nvalue = [325, 20]"] ;
4378 -> 4379 ;
4380 [label="X[4] <= 27.5\ngini = 0.052\nsamples = 151\nvalue = [147, 4]"] ;
4379 -> 4380 ;
4381 [label="X[17] <= 7050.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
4380 -> 4381 ;
4382 [label="X[19] <= 4175.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
4381 -> 4382 ;
4383 [label="X[22] <= 4153.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4382 -> 4383 ;
4384 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4383 -> 4384 ;
4385 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4383 -> 4385 ;
4386 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4382 -> 4386 ;
4387 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4381 -> 4387 ;
4388 [label="X[4] <= 58.0\ngini = 0.029\nsamples = 136\nvalue = [134, 2]"] ;
4380 -> 4388 ;
4389 [label="X[20] <= 3617.0\ngini = 0.015\nsamples = 130\nvalue = [129, 1]"] ;
4388 -> 4389 ;
4390 [label="X[20] <= 3591.5\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
4389 -> 4390 ;
4391 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
4390 -> 4391 ;
4392 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4390 -> 4392 ;
4393 [label="gini = 0.0\nsamples = 114\nvalue = [114, 0]"] ;
4389 -> 4393 ;
4394 [label="X[2] <= 2.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
4388 -> 4394 ;
4395 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4394 -> 4395 ;
4396 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4394 -> 4396 ;
4397 [label="X[19] <= 5019.0\ngini = 0.151\nsamples = 194\nvalue = [178, 16]"] ;
4379 -> 4397 ;
4398 [label="X[17] <= 6602.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4397 -> 4398 ;
4399 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4398 -> 4399 ;
4400 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4398 -> 4400 ;
4401 [label="X[20] <= 5352.0\ngini = 0.136\nsamples = 191\nvalue = [177, 14]"] ;
4397 -> 4401 ;
4402 [label="X[15] <= 145421.0\ngini = 0.229\nsamples = 91\nvalue = [79, 12]"] ;
4401 -> 4402 ;
4403 [label="X[0] <= 135000.0\ngini = 0.165\nsamples = 77\nvalue = [70, 7]"] ;
4402 -> 4403 ;
4404 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4403 -> 4404 ;
4405 [label="X[12] <= 191996.5\ngini = 0.145\nsamples = 76\nvalue = [70, 6]"] ;
4403 -> 4405 ;
4406 [label="X[2] <= 4.5\ngini = 0.126\nsamples = 74\nvalue = [69, 5]"] ;
4405 -> 4406 ;
4407 [label="X[4] <= 36.5\ngini = 0.106\nsamples = 71\nvalue = [67, 4]"] ;
4406 -> 4407 ;
4408 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]"] ;
4407 -> 4408 ;
4409 [label="X[11] <= 138687.5\ngini = 0.193\nsamples = 37\nvalue = [33, 4]"] ;
4407 -> 4409 ;
4410 [label="X[13] <= 135303.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
4409 -> 4410 ;
4411 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4410 -> 4411 ;
4412 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4410 -> 4412 ;
4413 [label="X[14] <= 124999.5\ngini = 0.117\nsamples = 32\nvalue = [30, 2]"] ;
4409 -> 4413 ;
4414 [label="X[15] <= 109208.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4413 -> 4414 ;
4415 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4414 -> 4415 ;
4416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4414 -> 4416 ;
4417 [label="X[4] <= 38.5\ngini = 0.064\nsamples = 30\nvalue = [29, 1]"] ;
4413 -> 4417 ;
4418 [label="X[20] <= 5050.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4417 -> 4418 ;
4419 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4418 -> 4419 ;
4420 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4418 -> 4420 ;
4421 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
4417 -> 4421 ;
4422 [label="X[16] <= 142004.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4406 -> 4422 ;
4423 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4422 -> 4423 ;
4424 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4422 -> 4424 ;
4425 [label="X[21] <= 4571.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4405 -> 4425 ;
4426 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4425 -> 4426 ;
4427 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4425 -> 4427 ;
4428 [label="X[4] <= 31.0\ngini = 0.459\nsamples = 14\nvalue = [9, 5]"] ;
4402 -> 4428 ;
4429 [label="X[20] <= 5168.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4428 -> 4429 ;
4430 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4429 -> 4430 ;
4431 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4429 -> 4431 ;
4432 [label="X[4] <= 45.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
4428 -> 4432 ;
4433 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4432 -> 4433 ;
4434 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4432 -> 4434 ;
4435 [label="X[0] <= 300000.0\ngini = 0.039\nsamples = 100\nvalue = [98, 2]"] ;
4401 -> 4435 ;
4436 [label="X[0] <= 145000.0\ngini = 0.021\nsamples = 95\nvalue = [94, 1]"] ;
4435 -> 4436 ;
4437 [label="X[19] <= 5400.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4436 -> 4437 ;
4438 [label="X[15] <= 145059.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4437 -> 4438 ;
4439 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4438 -> 4439 ;
4440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4438 -> 4440 ;
4441 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4437 -> 4441 ;
4442 [label="gini = 0.0\nsamples = 87\nvalue = [87, 0]"] ;
4436 -> 4442 ;
4443 [label="X[22] <= 7105.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4435 -> 4443 ;
4444 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4443 -> 4444 ;
4445 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4443 -> 4445 ;
4446 [label="X[0] <= 145000.0\ngini = 0.242\nsamples = 192\nvalue = [165, 27]"] ;
4378 -> 4446 ;
4447 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4446 -> 4447 ;
4448 [label="X[3] <= 2.5\ngini = 0.235\nsamples = 191\nvalue = [165, 26]"] ;
4446 -> 4448 ;
4449 [label="X[4] <= 52.0\ngini = 0.229\nsamples = 190\nvalue = [165, 25]"] ;
4448 -> 4449 ;
4450 [label="X[8] <= 1.0\ngini = 0.206\nsamples = 180\nvalue = [159, 21]"] ;
4449 -> 4450 ;
4451 [label="X[22] <= 4967.5\ngini = 0.198\nsamples = 179\nvalue = [159, 20]"] ;
4450 -> 4451 ;
4452 [label="X[15] <= 150282.5\ngini = 0.355\nsamples = 39\nvalue = [30, 9]"] ;
4451 -> 4452 ;
4453 [label="X[21] <= 3993.0\ngini = 0.284\nsamples = 35\nvalue = [29, 6]"] ;
4452 -> 4453 ;
4454 [label="X[16] <= 97150.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4453 -> 4454 ;
4455 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4454 -> 4455 ;
4456 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4454 -> 4456 ;
4457 [label="X[22] <= 4917.5\ngini = 0.219\nsamples = 32\nvalue = [28, 4]"] ;
4453 -> 4457 ;
4458 [label="X[14] <= 203593.0\ngini = 0.175\nsamples = 31\nvalue = [28, 3]"] ;
4457 -> 4458 ;
4459 [label="X[2] <= 2.5\ngini = 0.124\nsamples = 30\nvalue = [28, 2]"] ;
4458 -> 4459 ;
4460 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]"] ;
4459 -> 4460 ;
4461 [label="X[15] <= 128916.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
4459 -> 4461 ;
4462 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4461 -> 4462 ;
4463 [label="X[18] <= 7294.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4461 -> 4463 ;
4464 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4463 -> 4464 ;
4465 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4463 -> 4465 ;
4466 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4458 -> 4466 ;
4467 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4457 -> 4467 ;
4468 [label="X[19] <= 6510.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4452 -> 4468 ;
4469 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4468 -> 4469 ;
4470 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4468 -> 4470 ;
4471 [label="X[16] <= 194572.5\ngini = 0.145\nsamples = 140\nvalue = [129, 11]"] ;
4451 -> 4471 ;
4472 [label="X[14] <= 163339.5\ngini = 0.095\nsamples = 120\nvalue = [114, 6]"] ;
4471 -> 4472 ;
4473 [label="X[15] <= 152788.5\ngini = 0.183\nsamples = 59\nvalue = [53, 6]"] ;
4472 -> 4473 ;
4474 [label="X[21] <= 4797.0\ngini = 0.044\nsamples = 44\nvalue = [43, 1]"] ;
4473 -> 4474 ;
4475 [label="X[16] <= 124305.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4474 -> 4475 ;
4476 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4475 -> 4476 ;
4477 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4475 -> 4477 ;
4478 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
4474 -> 4478 ;
4479 [label="X[11] <= 172125.5\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
4473 -> 4479 ;
4480 [label="X[21] <= 5099.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
4479 -> 4480 ;
4481 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4480 -> 4481 ;
4482 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4480 -> 4482 ;
4483 [label="X[22] <= 5490.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
4479 -> 4483 ;
4484 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4483 -> 4484 ;
4485 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4483 -> 4485 ;
4486 [label="gini = 0.0\nsamples = 61\nvalue = [61, 0]"] ;
4472 -> 4486 ;
4487 [label="X[21] <= 6196.5\ngini = 0.375\nsamples = 20\nvalue = [15, 5]"] ;
4471 -> 4487 ;
4488 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4487 -> 4488 ;
4489 [label="X[13] <= 226840.0\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
4487 -> 4489 ;
4490 [label="X[0] <= 250000.0\ngini = 0.208\nsamples = 17\nvalue = [15, 2]"] ;
4489 -> 4490 ;
4491 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4490 -> 4491 ;
4492 [label="X[0] <= 275000.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
4490 -> 4492 ;
4493 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4492 -> 4493 ;
4494 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4492 -> 4494 ;
4495 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4489 -> 4495 ;
4496 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4450 -> 4496 ;
4497 [label="X[13] <= 178786.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
4449 -> 4497 ;
4498 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4497 -> 4498 ;
4499 [label="X[14] <= 146359.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
4497 -> 4499 ;
4500 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4499 -> 4500 ;
4501 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4499 -> 4501 ;
4502 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4448 -> 4502 ;
4503 [label="X[0] <= 230000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4377 -> 4503 ;
4504 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4503 -> 4504 ;
4505 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4503 -> 4505 ;
4506 [label="X[21] <= 2498.5\ngini = 0.059\nsamples = 163\nvalue = [158, 5]"] ;
4376 -> 4506 ;
4507 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4506 -> 4507 ;
4508 [label="X[21] <= 3240.0\ngini = 0.048\nsamples = 162\nvalue = [158, 4]"] ;
4506 -> 4508 ;
4509 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4508 -> 4509 ;
4510 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4509 -> 4510 ;
4511 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4509 -> 4511 ;
4512 [label="X[15] <= 236807.5\ngini = 0.037\nsamples = 159\nvalue = [156, 3]"] ;
4508 -> 4512 ;
4513 [label="X[0] <= 325000.0\ngini = 0.025\nsamples = 156\nvalue = [154, 2]"] ;
4512 -> 4513 ;
4514 [label="X[19] <= 8004.5\ngini = 0.013\nsamples = 150\nvalue = [149, 1]"] ;
4513 -> 4514 ;
4515 [label="X[20] <= 9000.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
4514 -> 4515 ;
4516 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
4515 -> 4516 ;
4517 [label="X[18] <= 9500.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4515 -> 4517 ;
4518 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4517 -> 4518 ;
4519 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4517 -> 4519 ;
4520 [label="gini = 0.0\nsamples = 127\nvalue = [127, 0]"] ;
4514 -> 4520 ;
4521 [label="X[13] <= 150096.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
4513 -> 4521 ;
4522 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4521 -> 4522 ;
4523 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4521 -> 4523 ;
4524 [label="X[18] <= 70002.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4512 -> 4524 ;
4525 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4524 -> 4525 ;
4526 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4524 -> 4526 ;
4527 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4355 -> 4527 ;
4528 [label="X[15] <= 185650.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4354 -> 4528 ;
4529 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4528 -> 4529 ;
4530 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4528 -> 4530 ;
4531 [label="gini = 0.0\nsamples = 141\nvalue = [141, 0]"] ;
4353 -> 4531 ;
4532 [label="X[15] <= 2412.0\ngini = 0.247\nsamples = 479\nvalue = [410, 69]"] ;
4352 -> 4532 ;
4533 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4532 -> 4533 ;
4534 [label="X[12] <= 226702.0\ngini = 0.241\nsamples = 477\nvalue = [410, 67]"] ;
4532 -> 4534 ;
4535 [label="X[16] <= 144903.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4534 -> 4535 ;
4536 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4535 -> 4536 ;
4537 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4535 -> 4537 ;
4538 [label="X[18] <= 158842.0\ngini = 0.237\nsamples = 474\nvalue = [409, 65]"] ;
4534 -> 4538 ;
4539 [label="X[18] <= 19433.0\ngini = 0.234\nsamples = 473\nvalue = [409, 64]"] ;
4538 -> 4539 ;
4540 [label="X[13] <= 493494.0\ngini = 0.256\nsamples = 411\nvalue = [349, 62]"] ;
4539 -> 4540 ;
4541 [label="X[19] <= 1004.5\ngini = 0.248\nsamples = 407\nvalue = [348, 59]"] ;
4540 -> 4541 ;
4542 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4541 -> 4542 ;
4543 [label="X[16] <= 191053.0\ngini = 0.245\nsamples = 406\nvalue = [348, 58]"] ;
4541 -> 4543 ;
4544 [label="X[22] <= 112517.0\ngini = 0.157\nsamples = 128\nvalue = [117, 11]"] ;
4543 -> 4544 ;
4545 [label="X[20] <= 29976.0\ngini = 0.122\nsamples = 123\nvalue = [115, 8]"] ;
4544 -> 4545 ;
4546 [label="X[12] <= 349110.0\ngini = 0.096\nsamples = 119\nvalue = [113, 6]"] ;
4545 -> 4546 ;
4547 [label="X[13] <= 190261.5\ngini = 0.054\nsamples = 108\nvalue = [105, 3]"] ;
4546 -> 4547 ;
4548 [label="X[13] <= 186467.0\ngini = 0.266\nsamples = 19\nvalue = [16, 3]"] ;
4547 -> 4548 ;
4549 [label="X[11] <= 252312.5\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
4548 -> 4549 ;
4550 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
4549 -> 4550 ;
4551 [label="X[3] <= 1.5\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
4549 -> 4551 ;
4552 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4551 -> 4552 ;
4553 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4551 -> 4553 ;
4554 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4548 -> 4554 ;
4555 [label="gini = 0.0\nsamples = 89\nvalue = [89, 0]"] ;
4547 -> 4555 ;
4556 [label="X[12] <= 361664.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
4546 -> 4556 ;
4557 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4556 -> 4557 ;
4558 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4556 -> 4558 ;
4559 [label="X[20] <= 117841.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
4545 -> 4559 ;
4560 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4559 -> 4560 ;
4561 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4559 -> 4561 ;
4562 [label="X[12] <= 291431.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
4544 -> 4562 ;
4563 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4562 -> 4563 ;
4564 [label="X[13] <= 308282.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4562 -> 4564 ;
4565 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4564 -> 4565 ;
4566 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4564 -> 4566 ;
4567 [label="X[22] <= 8559.5\ngini = 0.281\nsamples = 278\nvalue = [231, 47]"] ;
4543 -> 4567 ;
4568 [label="X[16] <= 276781.0\ngini = 0.38\nsamples = 98\nvalue = [73, 25]"] ;
4567 -> 4568 ;
4569 [label="X[4] <= 63.5\ngini = 0.347\nsamples = 94\nvalue = [73, 21]"] ;
4568 -> 4569 ;
4570 [label="X[19] <= 17509.0\ngini = 0.328\nsamples = 92\nvalue = [73, 19]"] ;
4569 -> 4570 ;
4571 [label="X[0] <= 385000.0\ngini = 0.306\nsamples = 90\nvalue = [73, 17]"] ;
4570 -> 4571 ;
4572 [label="X[22] <= 7709.0\ngini = 0.364\nsamples = 71\nvalue = [54, 17]"] ;
4571 -> 4572 ;
4573 [label="X[16] <= 200605.0\ngini = 0.263\nsamples = 45\nvalue = [38, 7]"] ;
4572 -> 4573 ;
4574 [label="X[4] <= 31.5\ngini = 0.432\nsamples = 19\nvalue = [13, 6]"] ;
4573 -> 4574 ;
4575 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4574 -> 4575 ;
4576 [label="X[0] <= 330000.0\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
4574 -> 4576 ;
4577 [label="X[18] <= 9005.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
4576 -> 4577 ;
4578 [label="X[14] <= 229633.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4577 -> 4578 ;
4579 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4578 -> 4579 ;
4580 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4578 -> 4580 ;
4581 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4577 -> 4581 ;
4582 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4576 -> 4582 ;
4583 [label="X[20] <= 9325.5\ngini = 0.074\nsamples = 26\nvalue = [25, 1]"] ;
4573 -> 4583 ;
4584 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
4583 -> 4584 ;
4585 [label="X[19] <= 8271.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4583 -> 4585 ;
4586 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4585 -> 4586 ;
4587 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4585 -> 4587 ;
4588 [label="X[22] <= 7990.5\ngini = 0.473\nsamples = 26\nvalue = [16, 10]"] ;
4572 -> 4588 ;
4589 [label="X[16] <= 196767.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
4588 -> 4589 ;
4590 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4589 -> 4590 ;
4591 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4589 -> 4591 ;
4592 [label="X[13] <= 347280.0\ngini = 0.375\nsamples = 20\nvalue = [15, 5]"] ;
4588 -> 4592 ;
4593 [label="X[19] <= 8078.5\ngini = 0.278\nsamples = 18\nvalue = [15, 3]"] ;
4592 -> 4593 ;
4594 [label="X[16] <= 209392.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
4593 -> 4594 ;
4595 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4594 -> 4595 ;
4596 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4594 -> 4596 ;
4597 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
4593 -> 4597 ;
4598 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4592 -> 4598 ;
4599 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
4571 -> 4599 ;
4600 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4570 -> 4600 ;
4601 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4569 -> 4601 ;
4602 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4568 -> 4602 ;
4603 [label="X[19] <= 9697.0\ngini = 0.215\nsamples = 180\nvalue = [158, 22]"] ;
4567 -> 4603 ;
4604 [label="X[14] <= 271253.0\ngini = 0.412\nsamples = 31\nvalue = [22, 9]"] ;
4603 -> 4604 ;
4605 [label="X[4] <= 29.5\ngini = 0.366\nsamples = 29\nvalue = [22, 7]"] ;
4604 -> 4605 ;
4606 [label="X[11] <= 238933.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4605 -> 4606 ;
4607 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4606 -> 4607 ;
4608 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4606 -> 4608 ;
4609 [label="X[4] <= 49.0\ngini = 0.311\nsamples = 26\nvalue = [21, 5]"] ;
4605 -> 4609 ;
4610 [label="X[2] <= 2.5\ngini = 0.227\nsamples = 23\nvalue = [20, 3]"] ;
4609 -> 4610 ;
4611 [label="X[21] <= 20100.0\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
4610 -> 4611 ;
4612 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]"] ;
4611 -> 4612 ;
4613 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4611 -> 4613 ;
4614 [label="X[17] <= 8745.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4610 -> 4614 ;
4615 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4614 -> 4615 ;
4616 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4614 -> 4616 ;
4617 [label="X[22] <= 13503.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4609 -> 4617 ;
4618 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4617 -> 4618 ;
4619 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4617 -> 4619 ;
4620 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4604 -> 4620 ;
4621 [label="X[16] <= 196148.0\ngini = 0.159\nsamples = 149\nvalue = [136, 13]"] ;
4603 -> 4621 ;
4622 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4621 -> 4622 ;
4623 [label="X[5] <= -0.5\ngini = 0.149\nsamples = 148\nvalue = [136, 12]"] ;
4621 -> 4623 ;
4624 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4623 -> 4624 ;
4625 [label="X[15] <= 316363.0\ngini = 0.138\nsamples = 147\nvalue = [136, 11]"] ;
4623 -> 4625 ;
4626 [label="X[9] <= 1.0\ngini = 0.059\nsamples = 99\nvalue = [96, 3]"] ;
4625 -> 4626 ;
4627 [label="X[17] <= 9250.0\ngini = 0.04\nsamples = 97\nvalue = [95, 2]"] ;
4626 -> 4627 ;
4628 [label="X[20] <= 8834.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4627 -> 4628 ;
4629 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4628 -> 4629 ;
4630 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4628 -> 4630 ;
4631 [label="X[0] <= 285000.0\ngini = 0.021\nsamples = 95\nvalue = [94, 1]"] ;
4627 -> 4631 ;
4632 [label="X[12] <= 281736.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
4631 -> 4632 ;
4633 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
4632 -> 4633 ;
4634 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4632 -> 4634 ;
4635 [label="gini = 0.0\nsamples = 82\nvalue = [82, 0]"] ;
4631 -> 4635 ;
4636 [label="X[14] <= 290437.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4626 -> 4636 ;
4637 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4636 -> 4637 ;
4638 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4636 -> 4638 ;
4639 [label="X[19] <= 14001.5\ngini = 0.278\nsamples = 48\nvalue = [40, 8]"] ;
4625 -> 4639 ;
4640 [label="X[4] <= 41.5\ngini = 0.426\nsamples = 26\nvalue = [18, 8]"] ;
4639 -> 4640 ;
4641 [label="X[19] <= 13139.5\ngini = 0.494\nsamples = 18\nvalue = [10, 8]"] ;
4640 -> 4641 ;
4642 [label="X[22] <= 11056.5\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
4641 -> 4642 ;
4643 [label="X[4] <= 38.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4642 -> 4643 ;
4644 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4643 -> 4644 ;
4645 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4643 -> 4645 ;
4646 [label="X[4] <= 27.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
4642 -> 4646 ;
4647 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4646 -> 4647 ;
4648 [label="X[12] <= 410725.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
4646 -> 4648 ;
4649 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4648 -> 4649 ;
4650 [label="X[0] <= 470000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4648 -> 4650 ;
4651 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4650 -> 4651 ;
4652 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4650 -> 4652 ;
4653 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4641 -> 4653 ;
4654 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4640 -> 4654 ;
4655 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
4639 -> 4655 ;
4656 [label="X[17] <= 18700.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4540 -> 4656 ;
4657 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4656 -> 4657 ;
4658 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4656 -> 4658 ;
4659 [label="X[16] <= 476246.5\ngini = 0.062\nsamples = 62\nvalue = [60, 2]"] ;
4539 -> 4659 ;
4660 [label="X[12] <= 242086.0\ngini = 0.034\nsamples = 58\nvalue = [57, 1]"] ;
4659 -> 4660 ;
4661 [label="X[15] <= 258946.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4660 -> 4661 ;
4662 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4661 -> 4662 ;
4663 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4661 -> 4663 ;
4664 [label="gini = 0.0\nsamples = 54\nvalue = [54, 0]"] ;
4660 -> 4664 ;
4665 [label="X[21] <= 20028.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4659 -> 4665 ;
4666 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4665 -> 4666 ;
4667 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4665 -> 4667 ;
4668 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4538 -> 4668 ;
4669 [label="X[16] <= 2987.0\ngini = 0.331\nsamples = 239\nvalue = [189, 50]"] ;
3339 -> 4669 ;
4670 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
4669 -> 4670 ;
4671 [label="X[19] <= 1030.5\ngini = 0.348\nsamples = 223\nvalue = [173, 50]"] ;
4669 -> 4671 ;
4672 [label="X[2] <= 2.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
4671 -> 4672 ;
4673 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4672 -> 4673 ;
4674 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4672 -> 4674 ;
4675 [label="X[5] <= -0.5\ngini = 0.333\nsamples = 218\nvalue = [172, 46]"] ;
4671 -> 4675 ;
4676 [label="X[21] <= 2.0\ngini = 0.498\nsamples = 17\nvalue = [9, 8]"] ;
4675 -> 4676 ;
4677 [label="X[20] <= 900.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
4676 -> 4677 ;
4678 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4677 -> 4678 ;
4679 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
4677 -> 4679 ;
4680 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4676 -> 4680 ;
4681 [label="X[0] <= 205000.0\ngini = 0.307\nsamples = 201\nvalue = [163, 38]"] ;
4675 -> 4681 ;
4682 [label="X[22] <= 4806.0\ngini = 0.347\nsamples = 161\nvalue = [125, 36]"] ;
4681 -> 4682 ;
4683 [label="X[19] <= 12800.0\ngini = 0.28\nsamples = 119\nvalue = [99, 20]"] ;
4682 -> 4683 ;
4684 [label="X[11] <= 23600.0\ngini = 0.262\nsamples = 116\nvalue = [98, 18]"] ;
4683 -> 4684 ;
4685 [label="X[4] <= 25.5\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
4684 -> 4685 ;
4686 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4685 -> 4686 ;
4687 [label="X[20] <= 9251.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
4685 -> 4687 ;
4688 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4687 -> 4688 ;
4689 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4687 -> 4689 ;
4690 [label="X[13] <= 76992.0\ngini = 0.229\nsamples = 106\nvalue = [92, 14]"] ;
4684 -> 4690 ;
4691 [label="X[20] <= 11750.0\ngini = 0.105\nsamples = 54\nvalue = [51, 3]"] ;
4690 -> 4691 ;
4692 [label="X[21] <= 1850.0\ngini = 0.073\nsamples = 53\nvalue = [51, 2]"] ;
4691 -> 4692 ;
4693 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]"] ;
4692 -> 4693 ;
4694 [label="X[18] <= 1873.5\ngini = 0.219\nsamples = 16\nvalue = [14, 2]"] ;
4692 -> 4694 ;
4695 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4694 -> 4695 ;
4696 [label="X[11] <= 33827.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
4694 -> 4696 ;
4697 [label="X[13] <= 32458.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4696 -> 4697 ;
4698 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4697 -> 4698 ;
4699 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4697 -> 4699 ;
4700 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
4696 -> 4700 ;
4701 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4691 -> 4701 ;
4702 [label="X[11] <= 74596.5\ngini = 0.334\nsamples = 52\nvalue = [41, 11]"] ;
4690 -> 4702 ;
4703 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4702 -> 4703 ;
4704 [label="X[20] <= 7550.0\ngini = 0.273\nsamples = 49\nvalue = [41, 8]"] ;
4702 -> 4704 ;
4705 [label="X[20] <= 5800.0\ngini = 0.403\nsamples = 25\nvalue = [18, 7]"] ;
4704 -> 4705 ;
4706 [label="X[13] <= 79033.5\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
4705 -> 4706 ;
4707 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4706 -> 4707 ;
4708 [label="X[16] <= 136116.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
4706 -> 4708 ;
4709 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
4708 -> 4709 ;
4710 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4708 -> 4710 ;
4711 [label="X[22] <= 2000.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
4705 -> 4711 ;
4712 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4711 -> 4712 ;
4713 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4711 -> 4713 ;
4714 [label="X[2] <= 2.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
4704 -> 4714 ;
4715 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
4714 -> 4715 ;
4716 [label="X[1] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4714 -> 4716 ;
4717 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4716 -> 4717 ;
4718 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4716 -> 4718 ;
4719 [label="X[19] <= 25000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4683 -> 4719 ;
4720 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4719 -> 4720 ;
4721 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4719 -> 4721 ;
4722 [label="X[18] <= 8025.5\ngini = 0.472\nsamples = 42\nvalue = [26, 16]"] ;
4682 -> 4722 ;
4723 [label="X[4] <= 47.5\ngini = 0.499\nsamples = 31\nvalue = [15, 16]"] ;
4722 -> 4723 ;
4724 [label="X[4] <= 27.0\ngini = 0.494\nsamples = 27\nvalue = [15, 12]"] ;
4723 -> 4724 ;
4725 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4724 -> 4725 ;
4726 [label="X[4] <= 29.5\ngini = 0.469\nsamples = 24\nvalue = [15, 9]"] ;
4724 -> 4726 ;
4727 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4726 -> 4727 ;
4728 [label="X[20] <= 4050.0\ngini = 0.499\nsamples = 19\nvalue = [10, 9]"] ;
4726 -> 4728 ;
4729 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4728 -> 4729 ;
4730 [label="X[20] <= 11206.5\ngini = 0.469\nsamples = 16\nvalue = [10, 6]"] ;
4728 -> 4730 ;
4731 [label="X[11] <= 127937.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
4730 -> 4731 ;
4732 [label="X[13] <= 78863.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4731 -> 4732 ;
4733 [label="X[16] <= 8067.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
4732 -> 4733 ;
4734 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4733 -> 4734 ;
4735 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4733 -> 4735 ;
4736 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4732 -> 4736 ;
4737 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4731 -> 4737 ;
4738 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4730 -> 4738 ;
4739 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4723 -> 4739 ;
4740 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
4722 -> 4740 ;
4741 [label="X[11] <= 295051.0\ngini = 0.095\nsamples = 40\nvalue = [38, 2]"] ;
4681 -> 4741 ;
4742 [label="gini = 0.0\nsamples = 36\nvalue = [36, 0]"] ;
4741 -> 4742 ;
4743 [label="X[20] <= 21172.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
4741 -> 4743 ;
4744 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4743 -> 4744 ;
4745 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4743 -> 4745 ;
4746 [label="X[9] <= 1.0\ngini = 0.398\nsamples = 588\nvalue = [427, 161]"] ;
2092 -> 4746 ;
4747 [label="X[0] <= 25000.0\ngini = 0.35\nsamples = 455\nvalue = [352, 103]"] ;
4746 -> 4747 ;
4748 [label="X[17] <= 3891.5\ngini = 0.487\nsamples = 50\nvalue = [29, 21]"] ;
4747 -> 4748 ;
4749 [label="X[13] <= 19688.0\ngini = 0.5\nsamples = 39\nvalue = [19, 20]"] ;
4748 -> 4749 ;
4750 [label="X[20] <= 656.5\ngini = 0.493\nsamples = 34\nvalue = [19, 15]"] ;
4749 -> 4750 ;
4751 [label="X[4] <= 23.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]"] ;
4750 -> 4751 ;
4752 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4751 -> 4752 ;
4753 [label="X[21] <= 1500.0\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
4751 -> 4753 ;
4754 [label="X[22] <= 1525.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4753 -> 4754 ;
4755 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4754 -> 4755 ;
4756 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4754 -> 4756 ;
4757 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4753 -> 4757 ;
4758 [label="X[3] <= 1.5\ngini = 0.408\nsamples = 21\nvalue = [15, 6]"] ;
4750 -> 4758 ;
4759 [label="X[2] <= 2.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
4758 -> 4759 ;
4760 [label="X[17] <= 2952.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
4759 -> 4760 ;
4761 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4760 -> 4761 ;
4762 [label="X[12] <= 19975.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4760 -> 4762 ;
4763 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4762 -> 4763 ;
4764 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4762 -> 4764 ;
4765 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4759 -> 4765 ;
4766 [label="X[10] <= -0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
4758 -> 4766 ;
4767 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4766 -> 4767 ;
4768 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4766 -> 4768 ;
4769 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4749 -> 4769 ;
4770 [label="X[14] <= 5248.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
4748 -> 4770 ;
4771 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4770 -> 4771 ;
4772 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4770 -> 4772 ;
4773 [label="X[16] <= 1522.0\ngini = 0.323\nsamples = 405\nvalue = [323, 82]"] ;
4747 -> 4773 ;
4774 [label="X[11] <= 203.5\ngini = 0.14\nsamples = 53\nvalue = [49, 4]"] ;
4773 -> 4774 ;
4775 [label="X[22] <= 745.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
4774 -> 4775 ;
4776 [label="X[20] <= 149.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4775 -> 4776 ;
4777 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4776 -> 4777 ;
4778 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4776 -> 4778 ;
4779 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4775 -> 4779 ;
4780 [label="X[19] <= 1085.0\ngini = 0.043\nsamples = 45\nvalue = [44, 1]"] ;
4774 -> 4780 ;
4781 [label="X[17] <= 4831.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4780 -> 4781 ;
4782 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4781 -> 4782 ;
4783 [label="X[12] <= 16571.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4781 -> 4783 ;
4784 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4783 -> 4784 ;
4785 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4783 -> 4785 ;
4786 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]"] ;
4780 -> 4786 ;
4787 [label="X[14] <= 15552.5\ngini = 0.345\nsamples = 352\nvalue = [274, 78]"] ;
4773 -> 4787 ;
4788 [label="X[16] <= 16095.5\ngini = 0.439\nsamples = 89\nvalue = [60, 29]"] ;
4787 -> 4788 ;
4789 [label="X[16] <= 1793.5\ngini = 0.375\nsamples = 72\nvalue = [54, 18]"] ;
4788 -> 4789 ;
4790 [label="X[17] <= 734.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4789 -> 4790 ;
4791 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4790 -> 4791 ;
4792 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4790 -> 4792 ;
4793 [label="X[22] <= 2017.0\ngini = 0.344\nsamples = 68\nvalue = [53, 15]"] ;
4789 -> 4793 ;
4794 [label="X[4] <= 50.5\ngini = 0.429\nsamples = 45\nvalue = [31, 14]"] ;
4793 -> 4794 ;
4795 [label="X[10] <= 1.0\ngini = 0.402\nsamples = 43\nvalue = [31, 12]"] ;
4794 -> 4795 ;
4796 [label="X[14] <= 2496.5\ngini = 0.369\nsamples = 41\nvalue = [31, 10]"] ;
4795 -> 4796 ;
4797 [label="X[19] <= 1703.0\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
4796 -> 4797 ;
4798 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4797 -> 4798 ;
4799 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4797 -> 4799 ;
4800 [label="X[11] <= -34.5\ngini = 0.271\nsamples = 31\nvalue = [26, 5]"] ;
4796 -> 4800 ;
4801 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4800 -> 4801 ;
4802 [label="X[14] <= 8709.5\ngini = 0.231\nsamples = 30\nvalue = [26, 4]"] ;
4800 -> 4802 ;
4803 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
4802 -> 4803 ;
4804 [label="X[15] <= 6614.0\ngini = 0.408\nsamples = 14\nvalue = [10, 4]"] ;
4802 -> 4804 ;
4805 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4804 -> 4805 ;
4806 [label="X[16] <= 13118.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
4804 -> 4806 ;
4807 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
4806 -> 4807 ;
4808 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4806 -> 4808 ;
4809 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4795 -> 4809 ;
4810 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4794 -> 4810 ;
4811 [label="X[11] <= 972.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
4793 -> 4811 ;
4812 [label="X[20] <= 2981.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4811 -> 4812 ;
4813 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4812 -> 4813 ;
4814 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4812 -> 4814 ;
4815 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
4811 -> 4815 ;
4816 [label="X[20] <= 26553.0\ngini = 0.457\nsamples = 17\nvalue = [6, 11]"] ;
4788 -> 4816 ;
4817 [label="X[21] <= 64256.0\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
4816 -> 4817 ;
4818 [label="X[0] <= 80000.0\ngini = 0.26\nsamples = 13\nvalue = [2, 11]"] ;
4817 -> 4818 ;
4819 [label="X[17] <= 3043.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
4818 -> 4819 ;
4820 [label="X[14] <= 15008.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4819 -> 4820 ;
4821 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4820 -> 4821 ;
4822 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4820 -> 4822 ;
4823 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4819 -> 4823 ;
4824 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
4818 -> 4824 ;
4825 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4817 -> 4825 ;
4826 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4816 -> 4826 ;
4827 [label="X[21] <= 4968.0\ngini = 0.303\nsamples = 263\nvalue = [214, 49]"] ;
4787 -> 4827 ;
4828 [label="X[20] <= 10350.0\ngini = 0.349\nsamples = 200\nvalue = [155, 45]"] ;
4827 -> 4828 ;
4829 [label="X[15] <= 45543.5\ngini = 0.325\nsamples = 191\nvalue = [152, 39]"] ;
4828 -> 4829 ;
4830 [label="X[0] <= 65000.0\ngini = 0.207\nsamples = 111\nvalue = [98, 13]"] ;
4829 -> 4830 ;
4831 [label="X[16] <= 32866.0\ngini = 0.32\nsamples = 60\nvalue = [48, 12]"] ;
4830 -> 4831 ;
4832 [label="X[14] <= 26461.5\ngini = 0.223\nsamples = 47\nvalue = [41, 6]"] ;
4831 -> 4832 ;
4833 [label="X[14] <= 24695.0\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
4832 -> 4833 ;
4834 [label="X[3] <= 1.5\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
4833 -> 4834 ;
4835 [label="X[2] <= 2.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4834 -> 4835 ;
4836 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4835 -> 4836 ;
4837 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4835 -> 4837 ;
4838 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
4834 -> 4838 ;
4839 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4833 -> 4839 ;
4840 [label="X[4] <= 46.5\ngini = 0.064\nsamples = 30\nvalue = [29, 1]"] ;
4832 -> 4840 ;
4841 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]"] ;
4840 -> 4841 ;
4842 [label="X[15] <= 30147.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4840 -> 4842 ;
4843 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4842 -> 4843 ;
4844 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4842 -> 4844 ;
4845 [label="X[12] <= 43637.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
4831 -> 4845 ;
4846 [label="X[22] <= 1280.5\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
4845 -> 4846 ;
4847 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4846 -> 4847 ;
4848 [label="X[4] <= 37.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
4846 -> 4848 ;
4849 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4848 -> 4849 ;
4850 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4848 -> 4850 ;
4851 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4845 -> 4851 ;
4852 [label="X[12] <= 19785.0\ngini = 0.038\nsamples = 51\nvalue = [50, 1]"] ;
4830 -> 4852 ;
4853 [label="X[13] <= 18271.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4852 -> 4853 ;
4854 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4853 -> 4854 ;
4855 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4853 -> 4855 ;
4856 [label="gini = 0.0\nsamples = 46\nvalue = [46, 0]"] ;
4852 -> 4856 ;
4857 [label="X[14] <= 168479.0\ngini = 0.439\nsamples = 80\nvalue = [54, 26]"] ;
4829 -> 4857 ;
4858 [label="X[20] <= 1782.0\ngini = 0.419\nsamples = 77\nvalue = [54, 23]"] ;
4857 -> 4858 ;
4859 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4858 -> 4859 ;
4860 [label="X[14] <= 99962.0\ngini = 0.394\nsamples = 74\nvalue = [54, 20]"] ;
4858 -> 4860 ;
4861 [label="X[12] <= 100307.0\ngini = 0.452\nsamples = 55\nvalue = [36, 19]"] ;
4860 -> 4861 ;
4862 [label="X[6] <= -0.5\ngini = 0.397\nsamples = 44\nvalue = [32, 12]"] ;
4861 -> 4862 ;
4863 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4862 -> 4863 ;
4864 [label="X[21] <= 2795.0\ngini = 0.363\nsamples = 42\nvalue = [32, 10]"] ;
4862 -> 4864 ;
4865 [label="X[15] <= 45644.5\ngini = 0.153\nsamples = 24\nvalue = [22, 2]"] ;
4864 -> 4865 ;
4866 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4865 -> 4866 ;
4867 [label="X[19] <= 1706.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
4865 -> 4867 ;
4868 [label="X[17] <= 5677.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4867 -> 4868 ;
4869 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4868 -> 4869 ;
4870 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4868 -> 4870 ;
4871 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
4867 -> 4871 ;
4872 [label="X[14] <= 83828.5\ngini = 0.494\nsamples = 18\nvalue = [10, 8]"] ;
4864 -> 4872 ;
4873 [label="X[0] <= 135000.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
4872 -> 4873 ;
4874 [label="X[20] <= 2380.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
4873 -> 4874 ;
4875 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4874 -> 4875 ;
4876 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4874 -> 4876 ;
4877 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
4873 -> 4877 ;
4878 [label="X[16] <= 96326.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4872 -> 4878 ;
4879 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4878 -> 4879 ;
4880 [label="X[16] <= 97461.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4878 -> 4880 ;
4881 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4880 -> 4881 ;
4882 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4880 -> 4882 ;
4883 [label="X[0] <= 220000.0\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
4861 -> 4883 ;
4884 [label="X[22] <= 6750.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
4883 -> 4884 ;
4885 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
4884 -> 4885 ;
4886 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4884 -> 4886 ;
4887 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4883 -> 4887 ;
4888 [label="X[22] <= 5159.5\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
4860 -> 4888 ;
4889 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
4888 -> 4889 ;
4890 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4888 -> 4890 ;
4891 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4857 -> 4891 ;
4892 [label="X[22] <= 6500.0\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
4828 -> 4892 ;
4893 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4892 -> 4893 ;
4894 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
4892 -> 4894 ;
4895 [label="X[16] <= 8484.5\ngini = 0.119\nsamples = 63\nvalue = [59, 4]"] ;
4827 -> 4895 ;
4896 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4895 -> 4896 ;
4897 [label="X[4] <= 22.5\ngini = 0.092\nsamples = 62\nvalue = [59, 3]"] ;
4895 -> 4897 ;
4898 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4897 -> 4898 ;
4899 [label="X[11] <= 184255.5\ngini = 0.063\nsamples = 61\nvalue = [59, 2]"] ;
4897 -> 4899 ;
4900 [label="gini = 0.0\nsamples = 52\nvalue = [52, 0]"] ;
4899 -> 4900 ;
4901 [label="X[0] <= 210000.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
4899 -> 4901 ;
4902 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4901 -> 4902 ;
4903 [label="X[16] <= 262559.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
4901 -> 4903 ;
4904 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4903 -> 4904 ;
4905 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4903 -> 4905 ;
4906 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4905 -> 4906 ;
4907 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4905 -> 4907 ;
4908 [label="X[21] <= 9471.0\ngini = 0.492\nsamples = 133\nvalue = [75, 58]"] ;
4746 -> 4908 ;
4909 [label="X[14] <= 179076.0\ngini = 0.497\nsamples = 123\nvalue = [66, 57]"] ;
4908 -> 4909 ;
4910 [label="X[0] <= 155000.0\ngini = 0.493\nsamples = 118\nvalue = [66, 52]"] ;
4909 -> 4910 ;
4911 [label="X[4] <= 46.5\ngini = 0.5\nsamples = 102\nvalue = [51, 51]"] ;
4910 -> 4911 ;
4912 [label="X[4] <= 27.5\ngini = 0.494\nsamples = 85\nvalue = [38, 47]"] ;
4911 -> 4912 ;
4913 [label="X[18] <= 2350.0\ngini = 0.488\nsamples = 38\nvalue = [22, 16]"] ;
4912 -> 4913 ;
4914 [label="X[16] <= 27210.0\ngini = 0.499\nsamples = 31\nvalue = [15, 16]"] ;
4913 -> 4914 ;
4915 [label="X[19] <= 2300.0\ngini = 0.375\nsamples = 16\nvalue = [12, 4]"] ;
4914 -> 4915 ;
4916 [label="X[19] <= 1475.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
4915 -> 4916 ;
4917 [label="X[15] <= 21983.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
4916 -> 4917 ;
4918 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4917 -> 4918 ;
4919 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4917 -> 4919 ;
4920 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4916 -> 4920 ;
4921 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4915 -> 4921 ;
4922 [label="X[5] <= 0.5\ngini = 0.32\nsamples = 15\nvalue = [3, 12]"] ;
4914 -> 4922 ;
4923 [label="X[4] <= 26.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
4922 -> 4923 ;
4924 [label="X[17] <= 3250.0\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
4923 -> 4924 ;
4925 [label="X[11] <= 29199.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
4924 -> 4925 ;
4926 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4925 -> 4926 ;
4927 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4925 -> 4927 ;
4928 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
4924 -> 4928 ;
4929 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4923 -> 4929 ;
4930 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4922 -> 4930 ;
4931 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
4913 -> 4931 ;
4932 [label="X[4] <= 29.5\ngini = 0.449\nsamples = 47\nvalue = [16, 31]"] ;
4912 -> 4932 ;
4933 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
4932 -> 4933 ;
4934 [label="X[20] <= 971.0\ngini = 0.488\nsamples = 38\nvalue = [16, 22]"] ;
4932 -> 4934 ;
4935 [label="X[22] <= 1250.0\ngini = 0.436\nsamples = 28\nvalue = [9, 19]"] ;
4934 -> 4935 ;
4936 [label="X[19] <= 2950.0\ngini = 0.498\nsamples = 15\nvalue = [8, 7]"] ;
4935 -> 4936 ;
4937 [label="X[9] <= 2.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
4936 -> 4937 ;
4938 [label="X[17] <= 3096.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
4937 -> 4938 ;
4939 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4938 -> 4939 ;
4940 [label="X[13] <= 37005.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4938 -> 4940 ;
4941 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4940 -> 4941 ;
4942 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4940 -> 4942 ;
4943 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4937 -> 4943 ;
4944 [label="X[15] <= 42469.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
4936 -> 4944 ;
4945 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
4944 -> 4945 ;
4946 [label="X[21] <= 4850.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4944 -> 4946 ;
4947 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4946 -> 4947 ;
4948 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4946 -> 4948 ;
4949 [label="X[21] <= 7150.0\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
4935 -> 4949 ;
4950 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
4949 -> 4950 ;
4951 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4949 -> 4951 ;
4952 [label="X[15] <= 48006.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
4934 -> 4952 ;
4953 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
4952 -> 4953 ;
4954 [label="X[17] <= 4500.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
4952 -> 4954 ;
4955 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4954 -> 4955 ;
4956 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4954 -> 4956 ;
4957 [label="X[11] <= 7136.5\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
4911 -> 4957 ;
4958 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
4957 -> 4958 ;
4959 [label="X[20] <= 3050.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
4957 -> 4959 ;
4960 [label="X[9] <= 4.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
4959 -> 4960 ;
4961 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
4960 -> 4961 ;
4962 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4960 -> 4962 ;
4963 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4959 -> 4963 ;
4964 [label="X[21] <= 500.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
4910 -> 4964 ;
4965 [label="X[18] <= 2350.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
4964 -> 4965 ;
4966 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4965 -> 4966 ;
4967 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4965 -> 4967 ;
4968 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
4964 -> 4968 ;
4969 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4909 -> 4969 ;
4970 [label="X[19] <= 23750.0\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
4908 -> 4970 ;
4971 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
4970 -> 4971 ;
4972 [label="X[5] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
4970 -> 4972 ;
4973 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
4972 -> 4973 ;
4974 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4972 -> 4974 ;
4975 [label="X[9] <= 1.0\ngini = 0.486\nsamples = 1591\nvalue = [930, 661]"] ;
1 -> 4975 ;
4976 [label="X[22] <= 8050.0\ngini = 0.468\nsamples = 1121\nvalue = [703, 418]"] ;
4975 -> 4976 ;
4977 [label="X[7] <= 1.0\ngini = 0.475\nsamples = 1048\nvalue = [640, 408]"] ;
4976 -> 4977 ;
4978 [label="X[18] <= 1605.0\ngini = 0.448\nsamples = 579\nvalue = [383, 196]"] ;
4977 -> 4978 ;
4979 [label="X[0] <= 215000.0\ngini = 0.487\nsamples = 231\nvalue = [134, 97]"] ;
4978 -> 4979 ;
4980 [label="X[18] <= 292.5\ngini = 0.496\nsamples = 204\nvalue = [111, 93]"] ;
4979 -> 4980 ;
4981 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4980 -> 4981 ;
4982 [label="X[19] <= 2153.0\ngini = 0.493\nsamples = 198\nvalue = [111, 87]"] ;
4980 -> 4982 ;
4983 [label="X[15] <= 36495.5\ngini = 0.497\nsamples = 183\nvalue = [98, 85]"] ;
4982 -> 4983 ;
4984 [label="X[12] <= 15757.0\ngini = 0.496\nsamples = 180\nvalue = [98, 82]"] ;
4983 -> 4984 ;
4985 [label="X[18] <= 1200.5\ngini = 0.5\nsamples = 116\nvalue = [57, 59]"] ;
4984 -> 4985 ;
4986 [label="X[18] <= 1002.5\ngini = 0.488\nsamples = 76\nvalue = [44, 32]"] ;
4985 -> 4986 ;
4987 [label="X[2] <= 2.5\ngini = 0.5\nsamples = 53\nvalue = [26, 27]"] ;
4986 -> 4987 ;
4988 [label="X[21] <= 513.5\ngini = 0.482\nsamples = 42\nvalue = [17, 25]"] ;
4987 -> 4988 ;
4989 [label="X[4] <= 41.0\ngini = 0.384\nsamples = 27\nvalue = [7, 20]"] ;
4988 -> 4989 ;
4990 [label="X[4] <= 26.5\ngini = 0.465\nsamples = 19\nvalue = [7, 12]"] ;
4989 -> 4990 ;
4991 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
4990 -> 4991 ;
4992 [label="X[15] <= 664.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
4990 -> 4992 ;
4993 [label="X[1] <= 1.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
4992 -> 4993 ;
4994 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
4993 -> 4994 ;
4995 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
4993 -> 4995 ;
4996 [label="X[20] <= 2421.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
4992 -> 4996 ;
4997 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
4996 -> 4997 ;
4998 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
4996 -> 4998 ;
4999 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
4989 -> 4999 ;
5000 [label="X[19] <= 1150.0\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
4988 -> 5000 ;
5001 [label="X[4] <= 23.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
5000 -> 5001 ;
5002 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5001 -> 5002 ;
5003 [label="X[9] <= -1.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
5001 -> 5003 ;
5004 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5003 -> 5004 ;
5005 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5003 -> 5005 ;
5006 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5000 -> 5006 ;
5007 [label="X[13] <= 765.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
4987 -> 5007 ;
5008 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
5007 -> 5008 ;
5009 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5007 -> 5009 ;
5010 [label="X[11] <= 10519.5\ngini = 0.34\nsamples = 23\nvalue = [18, 5]"] ;
4986 -> 5010 ;
5011 [label="X[22] <= 4253.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]"] ;
5010 -> 5011 ;
5012 [label="X[0] <= 145000.0\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
5011 -> 5012 ;
5013 [label="X[2] <= 2.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
5012 -> 5013 ;
5014 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5013 -> 5014 ;
5015 [label="X[19] <= 376.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5013 -> 5015 ;
5016 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5015 -> 5016 ;
5017 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5015 -> 5017 ;
5018 [label="X[2] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5012 -> 5018 ;
5019 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5018 -> 5019 ;
5020 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5018 -> 5020 ;
5021 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5011 -> 5021 ;
5022 [label="X[12] <= 12713.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5010 -> 5022 ;
5023 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5022 -> 5023 ;
5024 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5022 -> 5024 ;
5025 [label="X[4] <= 36.5\ngini = 0.439\nsamples = 40\nvalue = [13, 27]"] ;
4985 -> 5025 ;
5026 [label="X[13] <= 7259.0\ngini = 0.499\nsamples = 23\nvalue = [12, 11]"] ;
5025 -> 5026 ;
5027 [label="X[21] <= 1486.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
5026 -> 5027 ;
5028 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5027 -> 5028 ;
5029 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5027 -> 5029 ;
5030 [label="X[15] <= 10886.5\ngini = 0.459\nsamples = 14\nvalue = [5, 9]"] ;
5026 -> 5030 ;
5031 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5030 -> 5031 ;
5032 [label="X[18] <= 1275.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
5030 -> 5032 ;
5033 [label="X[20] <= 364.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5032 -> 5033 ;
5034 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5033 -> 5034 ;
5035 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5033 -> 5035 ;
5036 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5032 -> 5036 ;
5037 [label="X[15] <= 15412.0\ngini = 0.111\nsamples = 17\nvalue = [1, 16]"] ;
5025 -> 5037 ;
5038 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
5037 -> 5038 ;
5039 [label="X[14] <= 16176.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5037 -> 5039 ;
5040 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5039 -> 5040 ;
5041 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5039 -> 5041 ;
5042 [label="X[13] <= 17352.0\ngini = 0.46\nsamples = 64\nvalue = [41, 23]"] ;
4984 -> 5042 ;
5043 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5042 -> 5043 ;
5044 [label="X[19] <= 1610.5\ngini = 0.489\nsamples = 54\nvalue = [31, 23]"] ;
5042 -> 5044 ;
5045 [label="X[19] <= 993.0\ngini = 0.477\nsamples = 51\nvalue = [31, 20]"] ;
5044 -> 5045 ;
5046 [label="X[16] <= 18650.0\ngini = 0.497\nsamples = 26\nvalue = [12, 14]"] ;
5045 -> 5046 ;
5047 [label="X[4] <= 24.5\ngini = 0.465\nsamples = 19\nvalue = [12, 7]"] ;
5046 -> 5047 ;
5048 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5047 -> 5048 ;
5049 [label="X[19] <= 102.0\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
5047 -> 5049 ;
5050 [label="X[14] <= 16166.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5049 -> 5050 ;
5051 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5050 -> 5051 ;
5052 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5050 -> 5052 ;
5053 [label="X[20] <= 5000.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
5049 -> 5053 ;
5054 [label="X[13] <= 17423.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
5053 -> 5054 ;
5055 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5054 -> 5055 ;
5056 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5054 -> 5056 ;
5057 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5053 -> 5057 ;
5058 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5046 -> 5058 ;
5059 [label="X[1] <= 1.5\ngini = 0.365\nsamples = 25\nvalue = [19, 6]"] ;
5045 -> 5059 ;
5060 [label="X[16] <= 19753.0\ngini = 0.49\nsamples = 14\nvalue = [8, 6]"] ;
5059 -> 5060 ;
5061 [label="X[13] <= 28091.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
5060 -> 5061 ;
5062 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5061 -> 5062 ;
5063 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5061 -> 5063 ;
5064 [label="X[14] <= 32896.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
5060 -> 5064 ;
5065 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5064 -> 5065 ;
5066 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5064 -> 5066 ;
5067 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5059 -> 5067 ;
5068 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5044 -> 5068 ;
5069 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
4983 -> 5069 ;
5070 [label="X[15] <= 24503.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
4982 -> 5070 ;
5071 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
5070 -> 5071 ;
5072 [label="X[18] <= 321.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5070 -> 5072 ;
5073 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5072 -> 5073 ;
5074 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5072 -> 5074 ;
5075 [label="X[0] <= 425000.0\ngini = 0.252\nsamples = 27\nvalue = [23, 4]"] ;
4979 -> 5075 ;
5076 [label="X[16] <= 65449.0\ngini = 0.153\nsamples = 24\nvalue = [22, 2]"] ;
5075 -> 5076 ;
5077 [label="X[14] <= 278.0\ngini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
5076 -> 5077 ;
5078 [label="X[16] <= 471.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5077 -> 5078 ;
5079 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5078 -> 5079 ;
5080 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5078 -> 5080 ;
5081 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]"] ;
5077 -> 5081 ;
5082 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5076 -> 5082 ;
5083 [label="X[21] <= 70.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5075 -> 5083 ;
5084 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5083 -> 5084 ;
5085 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5083 -> 5085 ;
5086 [label="X[21] <= 1024.0\ngini = 0.407\nsamples = 348\nvalue = [249, 99]"] ;
4978 -> 5086 ;
5087 [label="X[15] <= 158.0\ngini = 0.314\nsamples = 123\nvalue = [99, 24]"] ;
5086 -> 5087 ;
5088 [label="X[18] <= 3139.0\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
5087 -> 5088 ;
5089 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5088 -> 5089 ;
5090 [label="X[11] <= 15701.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
5088 -> 5090 ;
5091 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5090 -> 5091 ;
5092 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5090 -> 5092 ;
5093 [label="X[14] <= 84180.5\ngini = 0.27\nsamples = 112\nvalue = [94, 18]"] ;
5087 -> 5093 ;
5094 [label="X[10] <= 2.5\ngini = 0.239\nsamples = 108\nvalue = [93, 15]"] ;
5093 -> 5094 ;
5095 [label="X[2] <= 2.5\ngini = 0.215\nsamples = 106\nvalue = [93, 13]"] ;
5094 -> 5095 ;
5096 [label="X[13] <= 49196.0\ngini = 0.121\nsamples = 77\nvalue = [72, 5]"] ;
5095 -> 5096 ;
5097 [label="X[17] <= 897.0\ngini = 0.061\nsamples = 64\nvalue = [62, 2]"] ;
5096 -> 5097 ;
5098 [label="X[14] <= 39721.0\ngini = 0.033\nsamples = 59\nvalue = [58, 1]"] ;
5097 -> 5098 ;
5099 [label="gini = 0.0\nsamples = 52\nvalue = [52, 0]"] ;
5098 -> 5099 ;
5100 [label="X[14] <= 41372.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
5098 -> 5100 ;
5101 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5100 -> 5101 ;
5102 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5100 -> 5102 ;
5103 [label="X[14] <= 11193.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5097 -> 5103 ;
5104 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5103 -> 5104 ;
5105 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5103 -> 5105 ;
5106 [label="X[20] <= 872.5\ngini = 0.355\nsamples = 13\nvalue = [10, 3]"] ;
5096 -> 5106 ;
5107 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5106 -> 5107 ;
5108 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5106 -> 5108 ;
5109 [label="X[11] <= 16532.0\ngini = 0.4\nsamples = 29\nvalue = [21, 8]"] ;
5095 -> 5109 ;
5110 [label="X[22] <= 550.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
5109 -> 5110 ;
5111 [label="X[12] <= 13620.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5110 -> 5111 ;
5112 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5111 -> 5112 ;
5113 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5111 -> 5113 ;
5114 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5110 -> 5114 ;
5115 [label="X[19] <= 1350.0\ngini = 0.172\nsamples = 21\nvalue = [19, 2]"] ;
5109 -> 5115 ;
5116 [label="X[0] <= 50000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5115 -> 5116 ;
5117 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5116 -> 5117 ;
5118 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5116 -> 5118 ;
5119 [label="X[4] <= 47.0\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
5115 -> 5119 ;
5120 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5119 -> 5120 ;
5121 [label="X[19] <= 1903.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5119 -> 5121 ;
5122 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5121 -> 5122 ;
5123 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5121 -> 5123 ;
5124 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5094 -> 5124 ;
5125 [label="X[22] <= 5000.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5093 -> 5125 ;
5126 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5125 -> 5126 ;
5127 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5125 -> 5127 ;
5128 [label="X[20] <= 1423.0\ngini = 0.444\nsamples = 225\nvalue = [150, 75]"] ;
5086 -> 5128 ;
5129 [label="X[18] <= 3002.0\ngini = 0.499\nsamples = 54\nvalue = [26, 28]"] ;
5128 -> 5129 ;
5130 [label="X[13] <= 1954.0\ngini = 0.473\nsamples = 39\nvalue = [24, 15]"] ;
5129 -> 5130 ;
5131 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5130 -> 5131 ;
5132 [label="X[18] <= 2301.5\ngini = 0.496\nsamples = 33\nvalue = [18, 15]"] ;
5130 -> 5132 ;
5133 [label="X[14] <= 28735.5\ngini = 0.494\nsamples = 27\nvalue = [12, 15]"] ;
5132 -> 5133 ;
5134 [label="X[18] <= 2247.5\ngini = 0.401\nsamples = 18\nvalue = [5, 13]"] ;
5133 -> 5134 ;
5135 [label="X[4] <= 23.5\ngini = 0.305\nsamples = 16\nvalue = [3, 13]"] ;
5134 -> 5135 ;
5136 [label="X[11] <= 14304.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5135 -> 5136 ;
5137 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5136 -> 5137 ;
5138 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5136 -> 5138 ;
5139 [label="X[18] <= 1725.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
5135 -> 5139 ;
5140 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5139 -> 5140 ;
5141 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5139 -> 5141 ;
5142 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5134 -> 5142 ;
5143 [label="X[15] <= 33772.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
5133 -> 5143 ;
5144 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5143 -> 5144 ;
5145 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5143 -> 5145 ;
5146 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5132 -> 5146 ;
5147 [label="X[22] <= 7061.0\ngini = 0.231\nsamples = 15\nvalue = [2, 13]"] ;
5129 -> 5147 ;
5148 [label="X[21] <= 18983.0\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
5147 -> 5148 ;
5149 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
5148 -> 5149 ;
5150 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5148 -> 5150 ;
5151 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5147 -> 5151 ;
5152 [label="X[16] <= 2276.0\ngini = 0.399\nsamples = 171\nvalue = [124, 47]"] ;
5128 -> 5152 ;
5153 [label="X[15] <= 1856.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
5152 -> 5153 ;
5154 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5153 -> 5154 ;
5155 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5153 -> 5155 ;
5156 [label="X[12] <= 48278.5\ngini = 0.381\nsamples = 164\nvalue = [122, 42]"] ;
5152 -> 5156 ;
5157 [label="X[0] <= 30000.0\ngini = 0.203\nsamples = 61\nvalue = [54, 7]"] ;
5156 -> 5157 ;
5158 [label="X[10] <= -0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
5157 -> 5158 ;
5159 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5158 -> 5159 ;
5160 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5158 -> 5160 ;
5161 [label="X[4] <= 48.0\ngini = 0.16\nsamples = 57\nvalue = [52, 5]"] ;
5157 -> 5161 ;
5162 [label="X[12] <= 46393.5\ngini = 0.109\nsamples = 52\nvalue = [49, 3]"] ;
5161 -> 5162 ;
5163 [label="X[16] <= 19294.5\ngini = 0.08\nsamples = 48\nvalue = [46, 2]"] ;
5162 -> 5163 ;
5164 [label="X[16] <= 14639.0\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
5163 -> 5164 ;
5165 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
5164 -> 5165 ;
5166 [label="X[21] <= 1750.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5164 -> 5166 ;
5167 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5166 -> 5167 ;
5168 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5166 -> 5168 ;
5169 [label="gini = 0.0\nsamples = 33\nvalue = [33, 0]"] ;
5163 -> 5169 ;
5170 [label="X[11] <= 48391.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5162 -> 5170 ;
5171 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5170 -> 5171 ;
5172 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5170 -> 5172 ;
5173 [label="X[11] <= 30201.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5161 -> 5173 ;
5174 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5173 -> 5174 ;
5175 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5173 -> 5175 ;
5176 [label="X[13] <= 68484.5\ngini = 0.449\nsamples = 103\nvalue = [68, 35]"] ;
5156 -> 5176 ;
5177 [label="X[4] <= 29.5\ngini = 0.498\nsamples = 30\nvalue = [14, 16]"] ;
5176 -> 5177 ;
5178 [label="X[13] <= 47870.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
5177 -> 5178 ;
5179 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5178 -> 5179 ;
5180 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
5178 -> 5180 ;
5181 [label="X[11] <= 68322.5\ngini = 0.455\nsamples = 20\nvalue = [13, 7]"] ;
5177 -> 5181 ;
5182 [label="X[13] <= 40669.0\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
5181 -> 5182 ;
5183 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5182 -> 5183 ;
5184 [label="X[10] <= 1.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
5182 -> 5184 ;
5185 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5184 -> 5185 ;
5186 [label="X[21] <= 2400.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5184 -> 5186 ;
5187 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5186 -> 5187 ;
5188 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5186 -> 5188 ;
5189 [label="X[13] <= 48475.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
5181 -> 5189 ;
5190 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5189 -> 5190 ;
5191 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5189 -> 5191 ;
5192 [label="X[4] <= 47.5\ngini = 0.385\nsamples = 73\nvalue = [54, 19]"] ;
5176 -> 5192 ;
5193 [label="X[16] <= 189247.5\ngini = 0.353\nsamples = 70\nvalue = [54, 16]"] ;
5192 -> 5193 ;
5194 [label="X[4] <= 24.5\ngini = 0.327\nsamples = 68\nvalue = [54, 14]"] ;
5193 -> 5194 ;
5195 [label="X[18] <= 4500.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5194 -> 5195 ;
5196 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5195 -> 5196 ;
5197 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5195 -> 5197 ;
5198 [label="X[14] <= 77391.5\ngini = 0.285\nsamples = 64\nvalue = [53, 11]"] ;
5194 -> 5198 ;
5199 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
5198 -> 5199 ;
5200 [label="X[22] <= 2590.0\ngini = 0.387\nsamples = 42\nvalue = [31, 11]"] ;
5198 -> 5200 ;
5201 [label="X[4] <= 34.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
5200 -> 5201 ;
5202 [label="X[2] <= 3.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5201 -> 5202 ;
5203 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5202 -> 5203 ;
5204 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5202 -> 5204 ;
5205 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5201 -> 5205 ;
5206 [label="X[19] <= 9000.0\ngini = 0.225\nsamples = 31\nvalue = [27, 4]"] ;
5200 -> 5206 ;
5207 [label="X[20] <= 6076.0\ngini = 0.18\nsamples = 30\nvalue = [27, 3]"] ;
5206 -> 5207 ;
5208 [label="X[12] <= 88428.5\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
5207 -> 5208 ;
5209 [label="X[4] <= 31.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5208 -> 5209 ;
5210 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5209 -> 5210 ;
5211 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5209 -> 5211 ;
5212 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
5208 -> 5212 ;
5213 [label="X[1] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5207 -> 5213 ;
5214 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5213 -> 5214 ;
5215 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5213 -> 5215 ;
5216 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5206 -> 5216 ;
5217 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5193 -> 5217 ;
5218 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5192 -> 5218 ;
5219 [label="X[13] <= -113.0\ngini = 0.495\nsamples = 469\nvalue = [257, 212]"] ;
4977 -> 5219 ;
5220 [label="X[21] <= 1233.0\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
5219 -> 5220 ;
5221 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5220 -> 5221 ;
5222 [label="X[0] <= 80000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5220 -> 5222 ;
5223 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5222 -> 5223 ;
5224 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5222 -> 5224 ;
5225 [label="X[3] <= 2.5\ngini = 0.494\nsamples = 458\nvalue = [255, 203]"] ;
5219 -> 5225 ;
5226 [label="X[13] <= -1.0\ngini = 0.492\nsamples = 450\nvalue = [254, 196]"] ;
5225 -> 5226 ;
5227 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5226 -> 5227 ;
5228 [label="X[1] <= 1.5\ngini = 0.493\nsamples = 443\nvalue = [247, 196]"] ;
5226 -> 5228 ;
5229 [label="X[0] <= 165000.0\ngini = 0.5\nsamples = 205\nvalue = [102, 103]"] ;
5228 -> 5229 ;
5230 [label="X[11] <= 58440.0\ngini = 0.497\nsamples = 174\nvalue = [80, 94]"] ;
5229 -> 5230 ;
5231 [label="X[4] <= 52.5\ngini = 0.486\nsamples = 144\nvalue = [60, 84]"] ;
5230 -> 5231 ;
5232 [label="X[19] <= 2087.0\ngini = 0.476\nsamples = 138\nvalue = [54, 84]"] ;
5231 -> 5232 ;
5233 [label="X[11] <= 6845.0\ngini = 0.488\nsamples = 128\nvalue = [54, 74]"] ;
5232 -> 5233 ;
5234 [label="X[18] <= 1497.5\ngini = 0.198\nsamples = 18\nvalue = [2, 16]"] ;
5233 -> 5234 ;
5235 [label="X[4] <= 37.5\ngini = 0.111\nsamples = 17\nvalue = [1, 16]"] ;
5234 -> 5235 ;
5236 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
5235 -> 5236 ;
5237 [label="X[11] <= 2222.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5235 -> 5237 ;
5238 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5237 -> 5238 ;
5239 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5237 -> 5239 ;
5240 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5234 -> 5240 ;
5241 [label="X[22] <= 1132.5\ngini = 0.499\nsamples = 110\nvalue = [52, 58]"] ;
5233 -> 5241 ;
5242 [label="X[22] <= 830.5\ngini = 0.494\nsamples = 76\nvalue = [42, 34]"] ;
5241 -> 5242 ;
5243 [label="X[4] <= 25.5\ngini = 0.494\nsamples = 56\nvalue = [25, 31]"] ;
5242 -> 5243 ;
5244 [label="X[15] <= 2030.0\ngini = 0.26\nsamples = 13\nvalue = [2, 11]"] ;
5243 -> 5244 ;
5245 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5244 -> 5245 ;
5246 [label="X[14] <= 19995.0\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
5244 -> 5246 ;
5247 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
5246 -> 5247 ;
5248 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5246 -> 5248 ;
5249 [label="X[22] <= 574.5\ngini = 0.498\nsamples = 43\nvalue = [23, 20]"] ;
5243 -> 5249 ;
5250 [label="X[2] <= 1.5\ngini = 0.484\nsamples = 39\nvalue = [23, 16]"] ;
5249 -> 5250 ;
5251 [label="X[13] <= 39673.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
5250 -> 5251 ;
5252 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5251 -> 5252 ;
5253 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5251 -> 5253 ;
5254 [label="X[13] <= 50998.5\ngini = 0.42\nsamples = 30\nvalue = [21, 9]"] ;
5250 -> 5254 ;
5255 [label="X[19] <= 1150.0\ngini = 0.375\nsamples = 28\nvalue = [21, 7]"] ;
5254 -> 5255 ;
5256 [label="X[11] <= 10592.5\ngini = 0.236\nsamples = 22\nvalue = [19, 3]"] ;
5255 -> 5256 ;
5257 [label="X[11] <= 8669.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5256 -> 5257 ;
5258 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5257 -> 5258 ;
5259 [label="X[12] <= 7575.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5257 -> 5259 ;
5260 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5259 -> 5260 ;
5261 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5259 -> 5261 ;
5262 [label="X[4] <= 44.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
5256 -> 5262 ;
5263 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5262 -> 5263 ;
5264 [label="X[18] <= 2100.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5262 -> 5264 ;
5265 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5264 -> 5265 ;
5266 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5264 -> 5266 ;
5267 [label="X[19] <= 1671.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
5255 -> 5267 ;
5268 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5267 -> 5268 ;
5269 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5267 -> 5269 ;
5270 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5254 -> 5270 ;
5271 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5249 -> 5271 ;
5272 [label="X[13] <= 20230.0\ngini = 0.255\nsamples = 20\nvalue = [17, 3]"] ;
5242 -> 5272 ;
5273 [label="X[21] <= 1250.0\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
5272 -> 5273 ;
5274 [label="X[14] <= 12415.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5273 -> 5274 ;
5275 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5274 -> 5275 ;
5276 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5274 -> 5276 ;
5277 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5273 -> 5277 ;
5278 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
5272 -> 5278 ;
5279 [label="X[13] <= 9743.5\ngini = 0.415\nsamples = 34\nvalue = [10, 24]"] ;
5241 -> 5279 ;
5280 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5279 -> 5280 ;
5281 [label="X[11] <= 16885.0\ngini = 0.32\nsamples = 30\nvalue = [6, 24]"] ;
5279 -> 5281 ;
5282 [label="X[14] <= 13596.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
5281 -> 5282 ;
5283 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5282 -> 5283 ;
5284 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5282 -> 5284 ;
5285 [label="X[22] <= 1899.0\ngini = 0.227\nsamples = 23\nvalue = [3, 20]"] ;
5281 -> 5285 ;
5286 [label="X[22] <= 1469.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
5285 -> 5286 ;
5287 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5286 -> 5287 ;
5288 [label="X[11] <= 38897.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5286 -> 5288 ;
5289 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5288 -> 5289 ;
5290 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5288 -> 5290 ;
5291 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5285 -> 5291 ;
5292 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
5232 -> 5292 ;
5293 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5231 -> 5293 ;
5294 [label="X[19] <= 2600.0\ngini = 0.444\nsamples = 30\nvalue = [20, 10]"] ;
5230 -> 5294 ;
5295 [label="X[4] <= 46.0\ngini = 0.266\nsamples = 19\nvalue = [16, 3]"] ;
5294 -> 5295 ;
5296 [label="X[18] <= 6958.0\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
5295 -> 5296 ;
5297 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5296 -> 5297 ;
5298 [label="X[18] <= 11200.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5296 -> 5298 ;
5299 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5298 -> 5299 ;
5300 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5298 -> 5300 ;
5301 [label="X[11] <= 70016.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5295 -> 5301 ;
5302 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5301 -> 5302 ;
5303 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5301 -> 5303 ;
5304 [label="X[17] <= 4656.0\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
5294 -> 5304 ;
5305 [label="X[20] <= 2823.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
5304 -> 5305 ;
5306 [label="X[14] <= 63088.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5305 -> 5306 ;
5307 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5306 -> 5307 ;
5308 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5306 -> 5308 ;
5309 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5305 -> 5309 ;
5310 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5304 -> 5310 ;
5311 [label="X[22] <= 7644.0\ngini = 0.412\nsamples = 31\nvalue = [22, 9]"] ;
5229 -> 5311 ;
5312 [label="X[17] <= 1600.0\ngini = 0.366\nsamples = 29\nvalue = [22, 7]"] ;
5311 -> 5312 ;
5313 [label="X[4] <= 49.5\ngini = 0.188\nsamples = 19\nvalue = [17, 2]"] ;
5312 -> 5313 ;
5314 [label="X[11] <= 610.5\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
5313 -> 5314 ;
5315 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5314 -> 5315 ;
5316 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
5314 -> 5316 ;
5317 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5313 -> 5317 ;
5318 [label="X[17] <= 8750.0\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
5312 -> 5318 ;
5319 [label="X[18] <= 9.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
5318 -> 5319 ;
5320 [label="X[19] <= 6428.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5319 -> 5320 ;
5321 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5320 -> 5321 ;
5322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5320 -> 5322 ;
5323 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5319 -> 5323 ;
5324 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5318 -> 5324 ;
5325 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5311 -> 5325 ;
5326 [label="X[18] <= 2984.5\ngini = 0.476\nsamples = 238\nvalue = [145, 93]"] ;
5228 -> 5326 ;
5327 [label="X[21] <= 2001.0\ngini = 0.454\nsamples = 187\nvalue = [122, 65]"] ;
5326 -> 5327 ;
5328 [label="X[14] <= 51242.5\ngini = 0.475\nsamples = 144\nvalue = [88, 56]"] ;
5327 -> 5328 ;
5329 [label="X[0] <= 330000.0\ngini = 0.466\nsamples = 138\nvalue = [87, 51]"] ;
5328 -> 5329 ;
5330 [label="X[20] <= 196.0\ngini = 0.475\nsamples = 131\nvalue = [80, 51]"] ;
5329 -> 5330 ;
5331 [label="X[20] <= 1.5\ngini = 0.5\nsamples = 46\nvalue = [23, 23]"] ;
5330 -> 5331 ;
5332 [label="X[21] <= 170.0\ngini = 0.493\nsamples = 41\nvalue = [23, 18]"] ;
5331 -> 5332 ;
5333 [label="X[9] <= -0.5\ngini = 0.495\nsamples = 31\nvalue = [14, 17]"] ;
5332 -> 5333 ;
5334 [label="X[12] <= 2750.0\ngini = 0.475\nsamples = 18\nvalue = [11, 7]"] ;
5333 -> 5334 ;
5335 [label="X[0] <= 135000.0\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
5334 -> 5335 ;
5336 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5335 -> 5336 ;
5337 [label="X[12] <= 1941.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5335 -> 5337 ;
5338 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5337 -> 5338 ;
5339 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5337 -> 5339 ;
5340 [label="X[2] <= 1.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
5334 -> 5340 ;
5341 [label="X[8] <= -1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5340 -> 5341 ;
5342 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5341 -> 5342 ;
5343 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5341 -> 5343 ;
5344 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5340 -> 5344 ;
5345 [label="X[16] <= -37.5\ngini = 0.355\nsamples = 13\nvalue = [3, 10]"] ;
5333 -> 5345 ;
5346 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5345 -> 5346 ;
5347 [label="X[4] <= 26.5\ngini = 0.278\nsamples = 12\nvalue = [2, 10]"] ;
5345 -> 5347 ;
5348 [label="X[3] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5347 -> 5348 ;
5349 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5348 -> 5349 ;
5350 [label="X[11] <= 9518.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5348 -> 5350 ;
5351 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5350 -> 5351 ;
5352 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5350 -> 5352 ;
5353 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5347 -> 5353 ;
5354 [label="X[6] <= 2.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
5332 -> 5354 ;
5355 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
5354 -> 5355 ;
5356 [label="X[11] <= 2893.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5354 -> 5356 ;
5357 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5356 -> 5357 ;
5358 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5356 -> 5358 ;
5359 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5331 -> 5359 ;
5360 [label="X[21] <= 1190.5\ngini = 0.442\nsamples = 85\nvalue = [57, 28]"] ;
5330 -> 5360 ;
5361 [label="X[3] <= 1.5\ngini = 0.396\nsamples = 70\nvalue = [51, 19]"] ;
5360 -> 5361 ;
5362 [label="X[21] <= 832.5\ngini = 0.485\nsamples = 29\nvalue = [17, 12]"] ;
5361 -> 5362 ;
5363 [label="X[19] <= 310.0\ngini = 0.499\nsamples = 23\nvalue = [11, 12]"] ;
5362 -> 5363 ;
5364 [label="X[4] <= 37.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
5363 -> 5364 ;
5365 [label="X[17] <= 585.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5364 -> 5365 ;
5366 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5365 -> 5366 ;
5367 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5365 -> 5367 ;
5368 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5364 -> 5368 ;
5369 [label="X[15] <= 25642.5\ngini = 0.408\nsamples = 14\nvalue = [4, 10]"] ;
5363 -> 5369 ;
5370 [label="X[17] <= 2760.0\ngini = 0.278\nsamples = 12\nvalue = [2, 10]"] ;
5369 -> 5370 ;
5371 [label="X[4] <= 41.5\ngini = 0.165\nsamples = 11\nvalue = [1, 10]"] ;
5370 -> 5371 ;
5372 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
5371 -> 5372 ;
5373 [label="X[15] <= 11177.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5371 -> 5373 ;
5374 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5373 -> 5374 ;
5375 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5373 -> 5375 ;
5376 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5370 -> 5376 ;
5377 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5369 -> 5377 ;
5378 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5362 -> 5378 ;
5379 [label="X[15] <= 321.0\ngini = 0.283\nsamples = 41\nvalue = [34, 7]"] ;
5361 -> 5379 ;
5380 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5379 -> 5380 ;
5381 [label="X[17] <= 1906.5\ngini = 0.255\nsamples = 40\nvalue = [34, 6]"] ;
5379 -> 5381 ;
5382 [label="X[16] <= 30263.5\ngini = 0.128\nsamples = 29\nvalue = [27, 2]"] ;
5381 -> 5382 ;
5383 [label="X[4] <= 23.0\ngini = 0.069\nsamples = 28\nvalue = [27, 1]"] ;
5382 -> 5383 ;
5384 [label="X[18] <= 550.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5383 -> 5384 ;
5385 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5384 -> 5385 ;
5386 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5384 -> 5386 ;
5387 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
5383 -> 5387 ;
5388 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5382 -> 5388 ;
5389 [label="X[13] <= 10141.5\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
5381 -> 5389 ;
5390 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5389 -> 5390 ;
5391 [label="X[17] <= 2115.0\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
5389 -> 5391 ;
5392 [label="X[16] <= 28129.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5391 -> 5392 ;
5393 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5392 -> 5393 ;
5394 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5392 -> 5394 ;
5395 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5391 -> 5395 ;
5396 [label="X[19] <= 955.5\ngini = 0.48\nsamples = 15\nvalue = [6, 9]"] ;
5360 -> 5396 ;
5397 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5396 -> 5397 ;
5398 [label="X[21] <= 1450.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
5396 -> 5398 ;
5399 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5398 -> 5399 ;
5400 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5398 -> 5400 ;
5401 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5329 -> 5401 ;
5402 [label="X[13] <= 113241.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
5328 -> 5402 ;
5403 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5402 -> 5403 ;
5404 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5402 -> 5404 ;
5405 [label="X[19] <= 184.5\ngini = 0.331\nsamples = 43\nvalue = [34, 9]"] ;
5327 -> 5405 ;
5406 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
5405 -> 5406 ;
5407 [label="X[19] <= 2103.5\ngini = 0.436\nsamples = 28\nvalue = [19, 9]"] ;
5405 -> 5407 ;
5408 [label="X[11] <= 41176.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
5407 -> 5408 ;
5409 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5408 -> 5409 ;
5410 [label="X[16] <= 48725.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5408 -> 5410 ;
5411 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5410 -> 5411 ;
5412 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5410 -> 5412 ;
5413 [label="X[15] <= 91038.5\ngini = 0.351\nsamples = 22\nvalue = [17, 5]"] ;
5407 -> 5413 ;
5414 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5413 -> 5414 ;
5415 [label="X[4] <= 27.5\ngini = 0.496\nsamples = 11\nvalue = [6, 5]"] ;
5413 -> 5415 ;
5416 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5415 -> 5416 ;
5417 [label="X[4] <= 48.0\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
5415 -> 5417 ;
5418 [label="X[12] <= 269910.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
5417 -> 5418 ;
5419 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5418 -> 5419 ;
5420 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5418 -> 5420 ;
5421 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5417 -> 5421 ;
5422 [label="X[4] <= 46.5\ngini = 0.495\nsamples = 51\nvalue = [23, 28]"] ;
5326 -> 5422 ;
5423 [label="X[20] <= 1510.5\ngini = 0.464\nsamples = 41\nvalue = [15, 26]"] ;
5422 -> 5423 ;
5424 [label="X[18] <= 3504.5\ngini = 0.5\nsamples = 26\nvalue = [13, 13]"] ;
5423 -> 5424 ;
5425 [label="X[0] <= 55000.0\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
5424 -> 5425 ;
5426 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5425 -> 5426 ;
5427 [label="X[14] <= 14052.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5425 -> 5427 ;
5428 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5427 -> 5428 ;
5429 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5427 -> 5429 ;
5430 [label="X[21] <= 3050.0\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
5424 -> 5430 ;
5431 [label="X[13] <= 77630.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
5430 -> 5431 ;
5432 [label="X[19] <= 900.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
5431 -> 5432 ;
5433 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5432 -> 5433 ;
5434 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5432 -> 5434 ;
5435 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5431 -> 5435 ;
5436 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5430 -> 5436 ;
5437 [label="X[22] <= 4752.5\ngini = 0.231\nsamples = 15\nvalue = [2, 13]"] ;
5423 -> 5437 ;
5438 [label="X[4] <= 28.5\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
5437 -> 5438 ;
5439 [label="X[0] <= 140000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5438 -> 5439 ;
5440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5439 -> 5440 ;
5441 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5439 -> 5441 ;
5442 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
5438 -> 5442 ;
5443 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5437 -> 5443 ;
5444 [label="X[2] <= 2.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
5422 -> 5444 ;
5445 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5444 -> 5445 ;
5446 [label="X[18] <= 6350.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5444 -> 5446 ;
5447 [label="X[0] <= 45000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5446 -> 5447 ;
5448 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5447 -> 5448 ;
5449 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5447 -> 5449 ;
5450 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5446 -> 5450 ;
5451 [label="X[17] <= 652.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5225 -> 5451 ;
5452 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5451 -> 5452 ;
5453 [label="X[17] <= 1350.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5451 -> 5453 ;
5454 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5453 -> 5454 ;
5455 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5453 -> 5455 ;
5456 [label="X[14] <= 306990.5\ngini = 0.236\nsamples = 73\nvalue = [63, 10]"] ;
4976 -> 5456 ;
5457 [label="X[4] <= 23.5\ngini = 0.142\nsamples = 65\nvalue = [60, 5]"] ;
5456 -> 5457 ;
5458 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5457 -> 5458 ;
5459 [label="X[4] <= 40.5\ngini = 0.091\nsamples = 63\nvalue = [60, 3]"] ;
5457 -> 5459 ;
5460 [label="gini = 0.0\nsamples = 44\nvalue = [44, 0]"] ;
5459 -> 5460 ;
5461 [label="X[21] <= 3.5\ngini = 0.266\nsamples = 19\nvalue = [16, 3]"] ;
5459 -> 5461 ;
5462 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5461 -> 5462 ;
5463 [label="X[4] <= 42.0\ngini = 0.198\nsamples = 18\nvalue = [16, 2]"] ;
5461 -> 5463 ;
5464 [label="X[14] <= 119868.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5463 -> 5464 ;
5465 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5464 -> 5465 ;
5466 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5464 -> 5466 ;
5467 [label="X[17] <= 309.5\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
5463 -> 5467 ;
5468 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
5467 -> 5468 ;
5469 [label="X[8] <= -0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5467 -> 5469 ;
5470 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5469 -> 5470 ;
5471 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5469 -> 5471 ;
5472 [label="X[22] <= 13287.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
5456 -> 5472 ;
5473 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5472 -> 5473 ;
5474 [label="X[19] <= 32502.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5472 -> 5474 ;
5475 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5474 -> 5475 ;
5476 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5474 -> 5476 ;
5477 [label="X[4] <= 47.5\ngini = 0.499\nsamples = 470\nvalue = [227, 243]"] ;
4975 -> 5477 ;
5478 [label="X[20] <= 7450.0\ngini = 0.5\nsamples = 416\nvalue = [211, 205]"] ;
5477 -> 5478 ;
5479 [label="X[10] <= 1.0\ngini = 0.499\nsamples = 400\nvalue = [208, 192]"] ;
5478 -> 5479 ;
5480 [label="X[19] <= 2763.0\ngini = 0.479\nsamples = 116\nvalue = [70, 46]"] ;
5479 -> 5480 ;
5481 [label="X[22] <= 3150.0\ngini = 0.5\nsamples = 65\nvalue = [33, 32]"] ;
5480 -> 5481 ;
5482 [label="X[16] <= 30332.5\ngini = 0.492\nsamples = 55\nvalue = [31, 24]"] ;
5481 -> 5482 ;
5483 [label="X[21] <= 1002.0\ngini = 0.466\nsamples = 46\nvalue = [29, 17]"] ;
5482 -> 5483 ;
5484 [label="X[18] <= 42.5\ngini = 0.498\nsamples = 34\nvalue = [18, 16]"] ;
5483 -> 5484 ;
5485 [label="X[14] <= 23294.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
5484 -> 5485 ;
5486 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
5485 -> 5486 ;
5487 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5485 -> 5487 ;
5488 [label="X[2] <= 2.5\ngini = 0.48\nsamples = 25\nvalue = [10, 15]"] ;
5484 -> 5488 ;
5489 [label="X[22] <= 588.5\ngini = 0.42\nsamples = 20\nvalue = [6, 14]"] ;
5488 -> 5489 ;
5490 [label="X[16] <= 220.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
5489 -> 5490 ;
5491 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5490 -> 5491 ;
5492 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5490 -> 5492 ;
5493 [label="X[17] <= 2318.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
5489 -> 5493 ;
5494 [label="X[18] <= 4261.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
5493 -> 5494 ;
5495 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5494 -> 5495 ;
5496 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5494 -> 5496 ;
5497 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5493 -> 5497 ;
5498 [label="X[7] <= 3.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5488 -> 5498 ;
5499 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5498 -> 5499 ;
5500 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5498 -> 5500 ;
5501 [label="X[12] <= 689.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
5483 -> 5501 ;
5502 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5501 -> 5502 ;
5503 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5501 -> 5503 ;
5504 [label="X[4] <= 44.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
5482 -> 5504 ;
5505 [label="X[4] <= 26.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5504 -> 5505 ;
5506 [label="X[1] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5505 -> 5506 ;
5507 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5506 -> 5507 ;
5508 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5506 -> 5508 ;
5509 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5505 -> 5509 ;
5510 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5504 -> 5510 ;
5511 [label="X[19] <= 900.0\ngini = 0.32\nsamples = 10\nvalue = [2, 8]"] ;
5481 -> 5511 ;
5512 [label="X[18] <= 1600.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5511 -> 5512 ;
5513 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5512 -> 5513 ;
5514 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5512 -> 5514 ;
5515 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5511 -> 5515 ;
5516 [label="X[21] <= 9250.0\ngini = 0.398\nsamples = 51\nvalue = [37, 14]"] ;
5480 -> 5516 ;
5517 [label="X[4] <= 33.5\ngini = 0.353\nsamples = 48\nvalue = [37, 11]"] ;
5516 -> 5517 ;
5518 [label="X[22] <= 2200.0\ngini = 0.087\nsamples = 22\nvalue = [21, 1]"] ;
5517 -> 5518 ;
5519 [label="X[16] <= 39396.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5518 -> 5519 ;
5520 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5519 -> 5520 ;
5521 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5519 -> 5521 ;
5522 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
5518 -> 5522 ;
5523 [label="X[12] <= 55091.0\ngini = 0.473\nsamples = 26\nvalue = [16, 10]"] ;
5517 -> 5523 ;
5524 [label="X[22] <= 500.0\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
5523 -> 5524 ;
5525 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5524 -> 5525 ;
5526 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5524 -> 5526 ;
5527 [label="X[0] <= 220000.0\ngini = 0.459\nsamples = 14\nvalue = [5, 9]"] ;
5523 -> 5527 ;
5528 [label="X[20] <= 6.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5527 -> 5528 ;
5529 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5528 -> 5529 ;
5530 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5528 -> 5530 ;
5531 [label="X[4] <= 37.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
5527 -> 5531 ;
5532 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5531 -> 5532 ;
5533 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5531 -> 5533 ;
5534 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5516 -> 5534 ;
5535 [label="X[19] <= 921.5\ngini = 0.5\nsamples = 284\nvalue = [138, 146]"] ;
5479 -> 5535 ;
5536 [label="X[16] <= 7378.0\ngini = 0.485\nsamples = 104\nvalue = [61, 43]"] ;
5535 -> 5536 ;
5537 [label="X[4] <= 29.5\ngini = 0.391\nsamples = 15\nvalue = [4, 11]"] ;
5536 -> 5537 ;
5538 [label="X[15] <= 6219.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5537 -> 5538 ;
5539 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5538 -> 5539 ;
5540 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5538 -> 5540 ;
5541 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
5537 -> 5541 ;
5542 [label="X[18] <= 1550.0\ngini = 0.461\nsamples = 89\nvalue = [57, 32]"] ;
5536 -> 5542 ;
5543 [label="X[22] <= 2750.0\ngini = 0.311\nsamples = 26\nvalue = [21, 5]"] ;
5542 -> 5543 ;
5544 [label="X[17] <= 4800.0\ngini = 0.269\nsamples = 25\nvalue = [21, 4]"] ;
5543 -> 5544 ;
5545 [label="X[12] <= 12852.5\ngini = 0.219\nsamples = 24\nvalue = [21, 3]"] ;
5544 -> 5545 ;
5546 [label="X[16] <= 12603.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
5545 -> 5546 ;
5547 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5546 -> 5547 ;
5548 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5546 -> 5548 ;
5549 [label="X[15] <= 30047.0\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
5545 -> 5549 ;
5550 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]"] ;
5549 -> 5550 ;
5551 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5549 -> 5551 ;
5552 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5551 -> 5552 ;
5553 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5551 -> 5553 ;
5554 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5544 -> 5554 ;
5555 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5543 -> 5555 ;
5556 [label="X[0] <= 85000.0\ngini = 0.49\nsamples = 63\nvalue = [36, 27]"] ;
5542 -> 5556 ;
5557 [label="X[22] <= 809.0\ngini = 0.5\nsamples = 49\nvalue = [24, 25]"] ;
5556 -> 5557 ;
5558 [label="X[22] <= 0.5\ngini = 0.408\nsamples = 21\nvalue = [15, 6]"] ;
5557 -> 5558 ;
5559 [label="X[18] <= 3400.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
5558 -> 5559 ;
5560 [label="X[0] <= 40000.0\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
5559 -> 5560 ;
5561 [label="X[3] <= 1.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5560 -> 5561 ;
5562 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5561 -> 5562 ;
5563 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5561 -> 5563 ;
5564 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5560 -> 5564 ;
5565 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5559 -> 5565 ;
5566 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
5558 -> 5566 ;
5567 [label="X[13] <= 34621.5\ngini = 0.436\nsamples = 28\nvalue = [9, 19]"] ;
5557 -> 5567 ;
5568 [label="X[19] <= 375.0\ngini = 0.351\nsamples = 22\nvalue = [5, 17]"] ;
5567 -> 5568 ;
5569 [label="X[20] <= 1201.5\ngini = 0.308\nsamples = 21\nvalue = [4, 17]"] ;
5568 -> 5569 ;
5570 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5569 -> 5570 ;
5571 [label="X[20] <= 1580.0\ngini = 0.391\nsamples = 15\nvalue = [4, 11]"] ;
5569 -> 5571 ;
5572 [label="X[6] <= 2.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5571 -> 5572 ;
5573 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5572 -> 5573 ;
5574 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5572 -> 5574 ;
5575 [label="X[2] <= 1.5\ngini = 0.165\nsamples = 11\nvalue = [1, 10]"] ;
5571 -> 5575 ;
5576 [label="X[0] <= 55000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5575 -> 5576 ;
5577 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5576 -> 5577 ;
5578 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5576 -> 5578 ;
5579 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5575 -> 5579 ;
5580 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5568 -> 5580 ;
5581 [label="X[18] <= 3750.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
5567 -> 5581 ;
5582 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5581 -> 5582 ;
5583 [label="X[18] <= 5331.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5581 -> 5583 ;
5584 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5583 -> 5584 ;
5585 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5583 -> 5585 ;
5586 [label="X[21] <= 3250.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
5556 -> 5586 ;
5587 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
5586 -> 5587 ;
5588 [label="X[20] <= 7300.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5586 -> 5588 ;
5589 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5588 -> 5589 ;
5590 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5588 -> 5590 ;
5591 [label="X[17] <= 4384.0\ngini = 0.49\nsamples = 180\nvalue = [77, 103]"] ;
5535 -> 5591 ;
5592 [label="X[4] <= 37.5\ngini = 0.477\nsamples = 160\nvalue = [63, 97]"] ;
5591 -> 5592 ;
5593 [label="X[8] <= -0.5\ngini = 0.45\nsamples = 120\nvalue = [41, 79]"] ;
5592 -> 5593 ;
5594 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5593 -> 5594 ;
5595 [label="X[0] <= 15000.0\ngini = 0.439\nsamples = 117\nvalue = [38, 79]"] ;
5593 -> 5595 ;
5596 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5595 -> 5596 ;
5597 [label="X[17] <= 2999.0\ngini = 0.43\nsamples = 115\nvalue = [36, 79]"] ;
5595 -> 5597 ;
5598 [label="X[20] <= 2085.0\ngini = 0.449\nsamples = 103\nvalue = [35, 68]"] ;
5597 -> 5598 ;
5599 [label="X[20] <= 1169.5\ngini = 0.42\nsamples = 90\nvalue = [27, 63]"] ;
5598 -> 5599 ;
5600 [label="X[15] <= 17754.0\ngini = 0.454\nsamples = 69\nvalue = [24, 45]"] ;
5599 -> 5600 ;
5601 [label="X[9] <= 3.5\ngini = 0.278\nsamples = 24\nvalue = [4, 20]"] ;
5600 -> 5601 ;
5602 [label="X[19] <= 1569.0\ngini = 0.227\nsamples = 23\nvalue = [3, 20]"] ;
5601 -> 5602 ;
5603 [label="X[11] <= 5240.0\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
5602 -> 5603 ;
5604 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5603 -> 5604 ;
5605 [label="X[4] <= 23.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5603 -> 5605 ;
5606 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5605 -> 5606 ;
5607 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5605 -> 5607 ;
5608 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
5602 -> 5608 ;
5609 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5601 -> 5609 ;
5610 [label="X[11] <= 17393.0\ngini = 0.494\nsamples = 45\nvalue = [20, 25]"] ;
5600 -> 5610 ;
5611 [label="X[21] <= 2800.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
5610 -> 5611 ;
5612 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5611 -> 5612 ;
5613 [label="X[15] <= 24417.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5611 -> 5613 ;
5614 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5613 -> 5614 ;
5615 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5613 -> 5615 ;
5616 [label="X[16] <= 19364.5\ngini = 0.444\nsamples = 36\nvalue = [12, 24]"] ;
5610 -> 5616 ;
5617 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5616 -> 5617 ;
5618 [label="X[19] <= 2900.0\ngini = 0.415\nsamples = 34\nvalue = [10, 24]"] ;
5616 -> 5618 ;
5619 [label="X[19] <= 2250.0\ngini = 0.488\nsamples = 19\nvalue = [8, 11]"] ;
5618 -> 5619 ;
5620 [label="X[20] <= 1091.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
5619 -> 5620 ;
5621 [label="X[12] <= 18767.5\ngini = 0.26\nsamples = 13\nvalue = [2, 11]"] ;
5620 -> 5621 ;
5622 [label="X[15] <= 20098.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
5621 -> 5622 ;
5623 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5622 -> 5623 ;
5624 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5622 -> 5624 ;
5625 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
5621 -> 5625 ;
5626 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5620 -> 5626 ;
5627 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5619 -> 5627 ;
5628 [label="X[14] <= 242384.5\ngini = 0.231\nsamples = 15\nvalue = [2, 13]"] ;
5618 -> 5628 ;
5629 [label="X[20] <= 950.0\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
5628 -> 5629 ;
5630 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
5629 -> 5630 ;
5631 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5629 -> 5631 ;
5632 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5628 -> 5632 ;
5633 [label="X[21] <= 1400.0\ngini = 0.245\nsamples = 21\nvalue = [3, 18]"] ;
5599 -> 5633 ;
5634 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
5633 -> 5634 ;
5635 [label="X[12] <= 45833.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
5633 -> 5635 ;
5636 [label="X[14] <= 42269.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5635 -> 5636 ;
5637 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5636 -> 5637 ;
5638 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5636 -> 5638 ;
5639 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5635 -> 5639 ;
5640 [label="X[4] <= 25.0\ngini = 0.473\nsamples = 13\nvalue = [8, 5]"] ;
5598 -> 5640 ;
5641 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5640 -> 5641 ;
5642 [label="X[18] <= 3850.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
5640 -> 5642 ;
5643 [label="X[20] <= 3264.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
5642 -> 5643 ;
5644 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5643 -> 5644 ;
5645 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5643 -> 5645 ;
5646 [label="X[10] <= 3.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5642 -> 5646 ;
5647 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5646 -> 5647 ;
5648 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5646 -> 5648 ;
5649 [label="X[16] <= 95864.5\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
5597 -> 5649 ;
5650 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
5649 -> 5650 ;
5651 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5649 -> 5651 ;
5652 [label="X[19] <= 1350.0\ngini = 0.495\nsamples = 40\nvalue = [22, 18]"] ;
5592 -> 5652 ;
5653 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5652 -> 5653 ;
5654 [label="X[15] <= 50808.5\ngini = 0.467\nsamples = 35\nvalue = [22, 13]"] ;
5652 -> 5654 ;
5655 [label="X[15] <= 9579.0\ngini = 0.32\nsamples = 25\nvalue = [20, 5]"] ;
5654 -> 5655 ;
5656 [label="X[11] <= 1693.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
5655 -> 5656 ;
5657 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5656 -> 5657 ;
5658 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5656 -> 5658 ;
5659 [label="X[18] <= 3800.0\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
5655 -> 5659 ;
5660 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]"] ;
5659 -> 5660 ;
5661 [label="X[12] <= 44269.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5659 -> 5661 ;
5662 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5661 -> 5662 ;
5663 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5661 -> 5663 ;
5664 [label="X[2] <= 2.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]"] ;
5654 -> 5664 ;
5665 [label="X[4] <= 46.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
5664 -> 5665 ;
5666 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5665 -> 5666 ;
5667 [label="X[0] <= 155000.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5665 -> 5667 ;
5668 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5667 -> 5668 ;
5669 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5667 -> 5669 ;
5670 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5664 -> 5670 ;
5671 [label="X[21] <= 1500.0\ngini = 0.42\nsamples = 20\nvalue = [14, 6]"] ;
5591 -> 5671 ;
5672 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5671 -> 5672 ;
5673 [label="X[21] <= 4500.0\ngini = 0.48\nsamples = 15\nvalue = [9, 6]"] ;
5671 -> 5673 ;
5674 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5673 -> 5674 ;
5675 [label="X[11] <= 133412.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
5673 -> 5675 ;
5676 [label="X[19] <= 9482.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
5675 -> 5676 ;
5677 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
5676 -> 5677 ;
5678 [label="X[17] <= 6750.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5676 -> 5678 ;
5679 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5678 -> 5679 ;
5680 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5678 -> 5680 ;
5681 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5675 -> 5681 ;
5682 [label="X[18] <= 16250.5\ngini = 0.305\nsamples = 16\nvalue = [3, 13]"] ;
5478 -> 5682 ;
5683 [label="X[2] <= 2.5\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
5682 -> 5683 ;
5684 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5683 -> 5684 ;
5685 [label="X[13] <= 118409.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5683 -> 5685 ;
5686 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5685 -> 5686 ;
5687 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5685 -> 5687 ;
5688 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5682 -> 5688 ;
5689 [label="X[1] <= 1.5\ngini = 0.417\nsamples = 54\nvalue = [16, 38]"] ;
5477 -> 5689 ;
5690 [label="X[4] <= 48.5\ngini = 0.142\nsamples = 26\nvalue = [2, 24]"] ;
5689 -> 5690 ;
5691 [label="X[22] <= 5048.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5690 -> 5691 ;
5692 [label="X[9] <= 2.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5691 -> 5692 ;
5693 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5692 -> 5693 ;
5694 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5692 -> 5694 ;
5695 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5691 -> 5695 ;
5696 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]"] ;
5690 -> 5696 ;
5697 [label="X[0] <= 35000.0\ngini = 0.5\nsamples = 28\nvalue = [14, 14]"] ;
5689 -> 5697 ;
5698 [label="X[13] <= 10455.0\ngini = 0.278\nsamples = 12\nvalue = [2, 10]"] ;
5697 -> 5698 ;
5699 [label="X[18] <= 1250.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5698 -> 5699 ;
5700 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5699 -> 5700 ;
5701 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5699 -> 5701 ;
5702 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
5698 -> 5702 ;
5703 [label="X[2] <= 1.5\ngini = 0.375\nsamples = 16\nvalue = [12, 4]"] ;
5697 -> 5703 ;
5704 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5703 -> 5704 ;
5705 [label="X[21] <= 2900.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
5703 -> 5705 ;
5706 [label="X[8] <= 1.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
5705 -> 5706 ;
5707 [label="X[15] <= 32090.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5706 -> 5707 ;
5708 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5707 -> 5708 ;
5709 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5707 -> 5709 ;
5710 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5706 -> 5710 ;
5711 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5705 -> 5711 ;
5712 [label="X[7] <= -0.5\ngini = 0.42\nsamples = 2186\nvalue = [656, 1530]"] ;
0 -> 5712 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
5713 [label="X[20] <= 1199.5\ngini = 0.494\nsamples = 139\nvalue = [77, 62]"] ;
5712 -> 5713 ;
5714 [label="X[11] <= 613.5\ngini = 0.499\nsamples = 104\nvalue = [50, 54]"] ;
5713 -> 5714 ;
5715 [label="X[22] <= 65.0\ngini = 0.4\nsamples = 29\nvalue = [21, 8]"] ;
5714 -> 5715 ;
5716 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5715 -> 5716 ;
5717 [label="X[11] <= 425.5\ngini = 0.498\nsamples = 15\nvalue = [7, 8]"] ;
5715 -> 5717 ;
5718 [label="X[18] <= 534.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
5717 -> 5718 ;
5719 [label="X[4] <= 27.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
5718 -> 5719 ;
5720 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5719 -> 5720 ;
5721 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5719 -> 5721 ;
5722 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5718 -> 5722 ;
5723 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5717 -> 5723 ;
5724 [label="X[0] <= 355000.0\ngini = 0.474\nsamples = 75\nvalue = [29, 46]"] ;
5714 -> 5724 ;
5725 [label="X[12] <= 703.5\ngini = 0.448\nsamples = 65\nvalue = [22, 43]"] ;
5724 -> 5725 ;
5726 [label="X[20] <= 1002.5\ngini = 0.355\nsamples = 39\nvalue = [9, 30]"] ;
5725 -> 5726 ;
5727 [label="X[11] <= 5388.5\ngini = 0.278\nsamples = 36\nvalue = [6, 30]"] ;
5726 -> 5727 ;
5728 [label="X[4] <= 29.5\ngini = 0.128\nsamples = 29\nvalue = [2, 27]"] ;
5727 -> 5728 ;
5729 [label="X[13] <= 20.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
5728 -> 5729 ;
5730 [label="X[0] <= 75000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5729 -> 5730 ;
5731 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5730 -> 5731 ;
5732 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5730 -> 5732 ;
5733 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5729 -> 5733 ;
5734 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
5728 -> 5734 ;
5735 [label="X[4] <= 35.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
5727 -> 5735 ;
5736 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5735 -> 5736 ;
5737 [label="X[16] <= 148650.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5735 -> 5737 ;
5738 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5737 -> 5738 ;
5739 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5737 -> 5739 ;
5740 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5726 -> 5740 ;
5741 [label="X[20] <= 790.0\ngini = 0.5\nsamples = 26\nvalue = [13, 13]"] ;
5725 -> 5741 ;
5742 [label="X[20] <= 0.5\ngini = 0.472\nsamples = 21\nvalue = [13, 8]"] ;
5741 -> 5742 ;
5743 [label="X[11] <= 2264.0\ngini = 0.5\nsamples = 16\nvalue = [8, 8]"] ;
5742 -> 5743 ;
5744 [label="X[22] <= 48.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
5743 -> 5744 ;
5745 [label="X[10] <= -1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5744 -> 5745 ;
5746 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5745 -> 5746 ;
5747 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5745 -> 5747 ;
5748 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5744 -> 5748 ;
5749 [label="X[12] <= 11381.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
5743 -> 5749 ;
5750 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5749 -> 5750 ;
5751 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5749 -> 5751 ;
5752 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5742 -> 5752 ;
5753 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5741 -> 5753 ;
5754 [label="X[4] <= 46.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
5724 -> 5754 ;
5755 [label="X[0] <= 475000.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
5754 -> 5755 ;
5756 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5755 -> 5756 ;
5757 [label="X[12] <= 689.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5755 -> 5757 ;
5758 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5757 -> 5758 ;
5759 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5757 -> 5759 ;
5760 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5754 -> 5760 ;
5761 [label="X[15] <= 72127.5\ngini = 0.353\nsamples = 35\nvalue = [27, 8]"] ;
5713 -> 5761 ;
5762 [label="X[14] <= 186.0\ngini = 0.264\nsamples = 32\nvalue = [27, 5]"] ;
5761 -> 5762 ;
5763 [label="X[0] <= 145000.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5762 -> 5763 ;
5764 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5763 -> 5764 ;
5765 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5763 -> 5765 ;
5766 [label="X[20] <= 11250.0\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
5762 -> 5766 ;
5767 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
5766 -> 5767 ;
5768 [label="X[6] <= 1.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5766 -> 5768 ;
5769 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5768 -> 5769 ;
5770 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5768 -> 5770 ;
5771 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5761 -> 5771 ;
5772 [label="X[9] <= 1.0\ngini = 0.406\nsamples = 2047\nvalue = [579, 1468]"] ;
5712 -> 5772 ;
5773 [label="X[2] <= 4.5\ngini = 0.44\nsamples = 1141\nvalue = [373, 768]"] ;
5772 -> 5773 ;
5774 [label="X[4] <= 50.5\ngini = 0.436\nsamples = 1125\nvalue = [361, 764]"] ;
5773 -> 5774 ;
5775 [label="X[4] <= 40.5\ngini = 0.425\nsamples = 1020\nvalue = [313, 707]"] ;
5774 -> 5775 ;
5776 [label="X[3] <= 2.5\ngini = 0.441\nsamples = 802\nvalue = [263, 539]"] ;
5775 -> 5776 ;
5777 [label="X[22] <= 96832.5\ngini = 0.438\nsamples = 797\nvalue = [258, 539]"] ;
5776 -> 5777 ;
5778 [label="X[0] <= 415000.0\ngini = 0.435\nsamples = 792\nvalue = [253, 539]"] ;
5777 -> 5778 ;
5779 [label="X[7] <= 2.5\ngini = 0.43\nsamples = 782\nvalue = [245, 537]"] ;
5778 -> 5779 ;
5780 [label="X[12] <= 22843.0\ngini = 0.424\nsamples = 763\nvalue = [233, 530]"] ;
5779 -> 5780 ;
5781 [label="X[0] <= 15000.0\ngini = 0.361\nsamples = 207\nvalue = [49, 158]"] ;
5780 -> 5781 ;
5782 [label="X[4] <= 22.5\ngini = 0.5\nsamples = 20\nvalue = [10, 10]"] ;
5781 -> 5782 ;
5783 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5782 -> 5783 ;
5784 [label="X[18] <= 1492.0\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
5782 -> 5784 ;
5785 [label="X[15] <= 10128.0\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
5784 -> 5785 ;
5786 [label="X[19] <= 1247.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
5785 -> 5786 ;
5787 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5786 -> 5787 ;
5788 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5786 -> 5788 ;
5789 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5785 -> 5789 ;
5790 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5784 -> 5790 ;
5791 [label="X[12] <= 445.0\ngini = 0.33\nsamples = 187\nvalue = [39, 148]"] ;
5781 -> 5791 ;
5792 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5791 -> 5792 ;
5793 [label="X[4] <= 26.5\ngini = 0.32\nsamples = 185\nvalue = [37, 148]"] ;
5791 -> 5793 ;
5794 [label="X[18] <= 1271.5\ngini = 0.214\nsamples = 74\nvalue = [9, 65]"] ;
5793 -> 5794 ;
5795 [label="X[0] <= 125000.0\ngini = 0.093\nsamples = 41\nvalue = [2, 39]"] ;
5794 -> 5795 ;
5796 [label="X[8] <= 1.0\ngini = 0.051\nsamples = 38\nvalue = [1, 37]"] ;
5795 -> 5796 ;
5797 [label="gini = 0.0\nsamples = 33\nvalue = [0, 33]"] ;
5796 -> 5797 ;
5798 [label="X[18] <= 800.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
5796 -> 5798 ;
5799 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5798 -> 5799 ;
5800 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5798 -> 5800 ;
5801 [label="X[22] <= 750.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5795 -> 5801 ;
5802 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5801 -> 5802 ;
5803 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5801 -> 5803 ;
5804 [label="X[18] <= 1290.5\ngini = 0.334\nsamples = 33\nvalue = [7, 26]"] ;
5794 -> 5804 ;
5805 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5804 -> 5805 ;
5806 [label="X[19] <= 955.0\ngini = 0.271\nsamples = 31\nvalue = [5, 26]"] ;
5804 -> 5806 ;
5807 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5806 -> 5807 ;
5808 [label="X[19] <= 1450.0\ngini = 0.388\nsamples = 19\nvalue = [5, 14]"] ;
5806 -> 5808 ;
5809 [label="X[13] <= 17166.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
5808 -> 5809 ;
5810 [label="X[21] <= 1500.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5809 -> 5810 ;
5811 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5810 -> 5811 ;
5812 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5810 -> 5812 ;
5813 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5809 -> 5813 ;
5814 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
5808 -> 5814 ;
5815 [label="X[20] <= 199.0\ngini = 0.377\nsamples = 111\nvalue = [28, 83]"] ;
5793 -> 5815 ;
5816 [label="X[15] <= 3860.5\ngini = 0.491\nsamples = 23\nvalue = [10, 13]"] ;
5815 -> 5816 ;
5817 [label="X[19] <= 1050.0\ngini = 0.401\nsamples = 18\nvalue = [5, 13]"] ;
5816 -> 5817 ;
5818 [label="X[12] <= 2341.5\ngini = 0.305\nsamples = 16\nvalue = [3, 13]"] ;
5817 -> 5818 ;
5819 [label="X[6] <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5818 -> 5819 ;
5820 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5819 -> 5820 ;
5821 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5819 -> 5821 ;
5822 [label="X[13] <= -175.0\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
5818 -> 5822 ;
5823 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5822 -> 5823 ;
5824 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
5822 -> 5824 ;
5825 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5817 -> 5825 ;
5826 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5816 -> 5826 ;
5827 [label="X[14] <= 273.5\ngini = 0.325\nsamples = 88\nvalue = [18, 70]"] ;
5815 -> 5827 ;
5828 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5827 -> 5828 ;
5829 [label="X[18] <= 9600.0\ngini = 0.303\nsamples = 86\nvalue = [16, 70]"] ;
5827 -> 5829 ;
5830 [label="X[16] <= 5543.5\ngini = 0.291\nsamples = 85\nvalue = [15, 70]"] ;
5829 -> 5830 ;
5831 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
5830 -> 5831 ;
5832 [label="X[4] <= 30.5\ngini = 0.333\nsamples = 71\nvalue = [15, 56]"] ;
5830 -> 5832 ;
5833 [label="X[20] <= 451.0\ngini = 0.142\nsamples = 26\nvalue = [2, 24]"] ;
5832 -> 5833 ;
5834 [label="X[13] <= 14164.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5833 -> 5834 ;
5835 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5834 -> 5835 ;
5836 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5834 -> 5836 ;
5837 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]"] ;
5833 -> 5837 ;
5838 [label="X[17] <= 1630.0\ngini = 0.411\nsamples = 45\nvalue = [13, 32]"] ;
5832 -> 5838 ;
5839 [label="X[21] <= 2710.5\ngini = 0.269\nsamples = 25\nvalue = [4, 21]"] ;
5838 -> 5839 ;
5840 [label="X[11] <= 17150.5\ngini = 0.219\nsamples = 24\nvalue = [3, 21]"] ;
5839 -> 5840 ;
5841 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
5840 -> 5841 ;
5842 [label="X[12] <= 17515.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
5840 -> 5842 ;
5843 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5842 -> 5843 ;
5844 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
5842 -> 5844 ;
5845 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5839 -> 5845 ;
5846 [label="X[19] <= 567.5\ngini = 0.495\nsamples = 20\nvalue = [9, 11]"] ;
5838 -> 5846 ;
5847 [label="X[3] <= 1.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
5846 -> 5847 ;
5848 [label="X[18] <= 1900.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5847 -> 5848 ;
5849 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5848 -> 5849 ;
5850 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5848 -> 5850 ;
5851 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5847 -> 5851 ;
5852 [label="X[13] <= 17634.0\ngini = 0.375\nsamples = 12\nvalue = [3, 9]"] ;
5846 -> 5852 ;
5853 [label="X[11] <= 13310.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5852 -> 5853 ;
5854 [label="X[16] <= 9444.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
5853 -> 5854 ;
5855 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5854 -> 5855 ;
5856 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5854 -> 5856 ;
5857 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5853 -> 5857 ;
5858 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5852 -> 5858 ;
5859 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5829 -> 5859 ;
5860 [label="X[16] <= 30584.5\ngini = 0.443\nsamples = 556\nvalue = [184, 372]"] ;
5780 -> 5860 ;
5861 [label="X[15] <= 24506.5\ngini = 0.486\nsamples = 213\nvalue = [89, 124]"] ;
5860 -> 5861 ;
5862 [label="X[15] <= 19835.0\ngini = 0.45\nsamples = 114\nvalue = [39, 75]"] ;
5861 -> 5862 ;
5863 [label="X[21] <= 8778.5\ngini = 0.48\nsamples = 90\nvalue = [36, 54]"] ;
5862 -> 5863 ;
5864 [label="X[16] <= 368.5\ngini = 0.471\nsamples = 87\nvalue = [33, 54]"] ;
5863 -> 5864 ;
5865 [label="X[14] <= 27624.0\ngini = 0.491\nsamples = 23\nvalue = [13, 10]"] ;
5864 -> 5865 ;
5866 [label="X[20] <= 382.5\ngini = 0.484\nsamples = 17\nvalue = [7, 10]"] ;
5865 -> 5866 ;
5867 [label="X[1] <= 1.5\ngini = 0.444\nsamples = 15\nvalue = [5, 10]"] ;
5866 -> 5867 ;
5868 [label="X[8] <= 1.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
5867 -> 5868 ;
5869 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
5868 -> 5869 ;
5870 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5868 -> 5870 ;
5871 [label="X[18] <= 1600.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
5867 -> 5871 ;
5872 [label="X[4] <= 38.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5871 -> 5872 ;
5873 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5872 -> 5873 ;
5874 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5872 -> 5874 ;
5875 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5871 -> 5875 ;
5876 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5866 -> 5876 ;
5877 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5865 -> 5877 ;
5878 [label="X[16] <= 8582.5\ngini = 0.43\nsamples = 64\nvalue = [20, 44]"] ;
5864 -> 5878 ;
5879 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
5878 -> 5879 ;
5880 [label="X[0] <= 80000.0\ngini = 0.489\nsamples = 47\nvalue = [20, 27]"] ;
5878 -> 5880 ;
5881 [label="X[17] <= 5345.0\ngini = 0.45\nsamples = 38\nvalue = [13, 25]"] ;
5880 -> 5881 ;
5882 [label="X[22] <= 5101.5\ngini = 0.389\nsamples = 34\nvalue = [9, 25]"] ;
5881 -> 5882 ;
5883 [label="X[15] <= 18547.0\ngini = 0.342\nsamples = 32\nvalue = [7, 25]"] ;
5882 -> 5883 ;
5884 [label="X[17] <= 1842.5\ngini = 0.18\nsamples = 20\nvalue = [2, 18]"] ;
5883 -> 5884 ;
5885 [label="X[17] <= 1693.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5884 -> 5885 ;
5886 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5885 -> 5886 ;
5887 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5885 -> 5887 ;
5888 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
5884 -> 5888 ;
5889 [label="X[15] <= 18926.5\ngini = 0.486\nsamples = 12\nvalue = [5, 7]"] ;
5883 -> 5889 ;
5890 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5889 -> 5890 ;
5891 [label="X[22] <= 950.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
5889 -> 5891 ;
5892 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5891 -> 5892 ;
5893 [label="X[22] <= 1060.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5891 -> 5893 ;
5894 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5893 -> 5894 ;
5895 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5893 -> 5895 ;
5896 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5882 -> 5896 ;
5897 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5881 -> 5897 ;
5898 [label="X[17] <= 6749.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
5880 -> 5898 ;
5899 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5898 -> 5899 ;
5900 [label="X[4] <= 32.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5898 -> 5900 ;
5901 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5900 -> 5901 ;
5902 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5900 -> 5902 ;
5903 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5863 -> 5903 ;
5904 [label="X[12] <= 24500.5\ngini = 0.219\nsamples = 24\nvalue = [3, 21]"] ;
5862 -> 5904 ;
5905 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5904 -> 5905 ;
5906 [label="X[20] <= 2002.0\ngini = 0.159\nsamples = 23\nvalue = [2, 21]"] ;
5904 -> 5906 ;
5907 [label="X[0] <= 130000.0\ngini = 0.091\nsamples = 21\nvalue = [1, 20]"] ;
5906 -> 5907 ;
5908 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]"] ;
5907 -> 5908 ;
5909 [label="X[11] <= 45688.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5907 -> 5909 ;
5910 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5909 -> 5910 ;
5911 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5909 -> 5911 ;
5912 [label="X[10] <= -0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
5906 -> 5912 ;
5913 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5912 -> 5913 ;
5914 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5912 -> 5914 ;
5915 [label="X[4] <= 29.5\ngini = 0.5\nsamples = 99\nvalue = [50, 49]"] ;
5861 -> 5915 ;
5916 [label="X[18] <= 1872.0\ngini = 0.467\nsamples = 62\nvalue = [39, 23]"] ;
5915 -> 5916 ;
5917 [label="X[15] <= 27479.0\ngini = 0.5\nsamples = 41\nvalue = [21, 20]"] ;
5916 -> 5917 ;
5918 [label="X[20] <= 949.0\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
5917 -> 5918 ;
5919 [label="X[13] <= 29924.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
5918 -> 5919 ;
5920 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5919 -> 5920 ;
5921 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5919 -> 5921 ;
5922 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
5918 -> 5922 ;
5923 [label="X[7] <= 1.0\ngini = 0.453\nsamples = 26\nvalue = [9, 17]"] ;
5917 -> 5923 ;
5924 [label="X[20] <= 17028.5\ngini = 0.165\nsamples = 11\nvalue = [1, 10]"] ;
5923 -> 5924 ;
5925 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
5924 -> 5925 ;
5926 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5924 -> 5926 ;
5927 [label="X[15] <= 29380.5\ngini = 0.498\nsamples = 15\nvalue = [8, 7]"] ;
5923 -> 5927 ;
5928 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5927 -> 5928 ;
5929 [label="X[21] <= 957.5\ngini = 0.42\nsamples = 10\nvalue = [3, 7]"] ;
5927 -> 5929 ;
5930 [label="X[20] <= 2235.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5929 -> 5930 ;
5931 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5930 -> 5931 ;
5932 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5930 -> 5932 ;
5933 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
5929 -> 5933 ;
5934 [label="X[20] <= 642.0\ngini = 0.245\nsamples = 21\nvalue = [18, 3]"] ;
5916 -> 5934 ;
5935 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5934 -> 5935 ;
5936 [label="X[15] <= 28246.5\ngini = 0.18\nsamples = 20\nvalue = [18, 2]"] ;
5934 -> 5936 ;
5937 [label="X[20] <= 998.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
5936 -> 5937 ;
5938 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5937 -> 5938 ;
5939 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5937 -> 5939 ;
5940 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]"] ;
5936 -> 5940 ;
5941 [label="X[17] <= 0.5\ngini = 0.418\nsamples = 37\nvalue = [11, 26]"] ;
5915 -> 5941 ;
5942 [label="X[22] <= 1044.5\ngini = 0.486\nsamples = 12\nvalue = [7, 5]"] ;
5941 -> 5942 ;
5943 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5942 -> 5943 ;
5944 [label="X[2] <= 2.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
5942 -> 5944 ;
5945 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
5944 -> 5945 ;
5946 [label="X[18] <= 3755.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
5944 -> 5946 ;
5947 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
5946 -> 5947 ;
5948 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5946 -> 5948 ;
5949 [label="X[17] <= 3382.0\ngini = 0.269\nsamples = 25\nvalue = [4, 21]"] ;
5941 -> 5949 ;
5950 [label="X[4] <= 39.0\ngini = 0.1\nsamples = 19\nvalue = [1, 18]"] ;
5949 -> 5950 ;
5951 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]"] ;
5950 -> 5951 ;
5952 [label="X[21] <= 1261.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
5950 -> 5952 ;
5953 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5952 -> 5953 ;
5954 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5952 -> 5954 ;
5955 [label="X[15] <= 43012.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5949 -> 5955 ;
5956 [label="X[13] <= 25492.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5955 -> 5956 ;
5957 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5956 -> 5957 ;
5958 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5956 -> 5958 ;
5959 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5955 -> 5959 ;
5960 [label="X[12] <= 92398.0\ngini = 0.401\nsamples = 343\nvalue = [95, 248]"] ;
5860 -> 5960 ;
5961 [label="X[11] <= 77614.5\ngini = 0.328\nsamples = 179\nvalue = [37, 142]"] ;
5960 -> 5961 ;
5962 [label="X[11] <= 76996.0\ngini = 0.38\nsamples = 137\nvalue = [35, 102]"] ;
5961 -> 5962 ;
5963 [label="X[14] <= 33002.0\ngini = 0.364\nsamples = 134\nvalue = [32, 102]"] ;
5962 -> 5963 ;
5964 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
5963 -> 5964 ;
5965 [label="X[16] <= 35056.5\ngini = 0.4\nsamples = 116\nvalue = [32, 84]"] ;
5963 -> 5965 ;
5966 [label="X[12] <= 57447.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
5965 -> 5966 ;
5967 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
5966 -> 5967 ;
5968 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5966 -> 5968 ;
5969 [label="X[15] <= 38510.0\ngini = 0.363\nsamples = 109\nvalue = [26, 83]"] ;
5965 -> 5969 ;
5970 [label="X[15] <= 37997.0\ngini = 0.492\nsamples = 16\nvalue = [7, 9]"] ;
5969 -> 5970 ;
5971 [label="X[13] <= 36655.0\ngini = 0.375\nsamples = 12\nvalue = [3, 9]"] ;
5970 -> 5971 ;
5972 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
5971 -> 5972 ;
5973 [label="X[7] <= 1.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
5971 -> 5973 ;
5974 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5973 -> 5974 ;
5975 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5973 -> 5975 ;
5976 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5970 -> 5976 ;
5977 [label="X[4] <= 23.5\ngini = 0.325\nsamples = 93\nvalue = [19, 74]"] ;
5969 -> 5977 ;
5978 [label="X[13] <= 76843.0\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
5977 -> 5978 ;
5979 [label="X[20] <= 1900.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
5978 -> 5979 ;
5980 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5979 -> 5980 ;
5981 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
5979 -> 5981 ;
5982 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5978 -> 5982 ;
5983 [label="X[0] <= 35000.0\ngini = 0.288\nsamples = 86\nvalue = [15, 71]"] ;
5977 -> 5983 ;
5984 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5983 -> 5984 ;
5985 [label="X[13] <= 79119.5\ngini = 0.275\nsamples = 85\nvalue = [14, 71]"] ;
5983 -> 5985 ;
5986 [label="X[0] <= 340000.0\ngini = 0.262\nsamples = 84\nvalue = [13, 71]"] ;
5985 -> 5986 ;
5987 [label="X[13] <= 59742.0\ngini = 0.247\nsamples = 83\nvalue = [12, 71]"] ;
5986 -> 5987 ;
5988 [label="X[14] <= 54257.0\ngini = 0.329\nsamples = 53\nvalue = [11, 42]"] ;
5987 -> 5988 ;
5989 [label="X[18] <= 3455.0\ngini = 0.263\nsamples = 45\nvalue = [7, 38]"] ;
5988 -> 5989 ;
5990 [label="X[18] <= 1957.5\ngini = 0.188\nsamples = 38\nvalue = [4, 34]"] ;
5989 -> 5990 ;
5991 [label="X[17] <= 1890.5\ngini = 0.36\nsamples = 17\nvalue = [4, 13]"] ;
5990 -> 5991 ;
5992 [label="X[19] <= 1750.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
5991 -> 5992 ;
5993 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5992 -> 5993 ;
5994 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
5992 -> 5994 ;
5995 [label="X[19] <= 3060.0\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
5991 -> 5995 ;
5996 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
5995 -> 5996 ;
5997 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5995 -> 5997 ;
5998 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]"] ;
5990 -> 5998 ;
5999 [label="X[13] <= 46413.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
5989 -> 5999 ;
6000 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
5999 -> 6000 ;
6001 [label="X[21] <= 3851.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
5999 -> 6001 ;
6002 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6001 -> 6002 ;
6003 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6001 -> 6003 ;
6004 [label="X[15] <= 59205.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
5988 -> 6004 ;
6005 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6004 -> 6005 ;
6006 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6004 -> 6006 ;
6007 [label="X[5] <= 2.5\ngini = 0.064\nsamples = 30\nvalue = [1, 29]"] ;
5987 -> 6007 ;
6008 [label="gini = 0.0\nsamples = 28\nvalue = [0, 28]"] ;
6007 -> 6008 ;
6009 [label="X[4] <= 29.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6007 -> 6009 ;
6010 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6009 -> 6010 ;
6011 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6009 -> 6011 ;
6012 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5986 -> 6012 ;
6013 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
5985 -> 6013 ;
6014 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
5962 -> 6014 ;
6015 [label="X[0] <= 210000.0\ngini = 0.091\nsamples = 42\nvalue = [2, 40]"] ;
5961 -> 6015 ;
6016 [label="X[11] <= 79351.5\ngini = 0.049\nsamples = 40\nvalue = [1, 39]"] ;
6015 -> 6016 ;
6017 [label="X[21] <= 3350.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
6016 -> 6017 ;
6018 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6017 -> 6018 ;
6019 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6017 -> 6019 ;
6020 [label="gini = 0.0\nsamples = 33\nvalue = [0, 33]"] ;
6016 -> 6020 ;
6021 [label="X[17] <= 3320.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6015 -> 6021 ;
6022 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6021 -> 6022 ;
6023 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6021 -> 6023 ;
6024 [label="X[15] <= 68383.5\ngini = 0.457\nsamples = 164\nvalue = [58, 106]"] ;
5960 -> 6024 ;
6025 [label="X[19] <= 4635.5\ngini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
6024 -> 6025 ;
6026 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6025 -> 6026 ;
6027 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6025 -> 6027 ;
6028 [label="X[19] <= 11004.5\ngini = 0.442\nsamples = 155\nvalue = [51, 104]"] ;
6024 -> 6028 ;
6029 [label="X[16] <= 298345.5\ngini = 0.456\nsamples = 145\nvalue = [51, 94]"] ;
6028 -> 6029 ;
6030 [label="X[21] <= 7808.0\ngini = 0.448\nsamples = 142\nvalue = [48, 94]"] ;
6029 -> 6030 ;
6031 [label="X[17] <= 10.5\ngini = 0.472\nsamples = 110\nvalue = [42, 68]"] ;
6030 -> 6031 ;
6032 [label="X[20] <= 9566.5\ngini = 0.472\nsamples = 21\nvalue = [13, 8]"] ;
6031 -> 6032 ;
6033 [label="X[18] <= 8133.5\ngini = 0.401\nsamples = 18\nvalue = [13, 5]"] ;
6032 -> 6033 ;
6034 [label="X[22] <= 14550.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
6033 -> 6034 ;
6035 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
6034 -> 6035 ;
6036 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6034 -> 6036 ;
6037 [label="X[22] <= 6647.0\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
6033 -> 6037 ;
6038 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6037 -> 6038 ;
6039 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6037 -> 6039 ;
6040 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6032 -> 6040 ;
6041 [label="X[12] <= 98695.5\ngini = 0.439\nsamples = 89\nvalue = [29, 60]"] ;
6031 -> 6041 ;
6042 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6041 -> 6042 ;
6043 [label="X[2] <= 2.5\ngini = 0.415\nsamples = 85\nvalue = [25, 60]"] ;
6041 -> 6043 ;
6044 [label="X[19] <= 6955.0\ngini = 0.353\nsamples = 70\nvalue = [16, 54]"] ;
6043 -> 6044 ;
6045 [label="X[13] <= 159044.0\ngini = 0.312\nsamples = 62\nvalue = [12, 50]"] ;
6044 -> 6045 ;
6046 [label="X[12] <= 139873.0\ngini = 0.38\nsamples = 47\nvalue = [12, 35]"] ;
6045 -> 6046 ;
6047 [label="X[5] <= 2.5\ngini = 0.251\nsamples = 34\nvalue = [5, 29]"] ;
6046 -> 6047 ;
6048 [label="X[22] <= 3150.0\ngini = 0.213\nsamples = 33\nvalue = [4, 29]"] ;
6047 -> 6048 ;
6049 [label="X[16] <= 95923.0\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
6048 -> 6049 ;
6050 [label="X[19] <= 3788.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
6049 -> 6050 ;
6051 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
6050 -> 6051 ;
6052 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6050 -> 6052 ;
6053 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6049 -> 6053 ;
6054 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]"] ;
6048 -> 6054 ;
6055 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6047 -> 6055 ;
6056 [label="X[19] <= 4251.0\ngini = 0.497\nsamples = 13\nvalue = [7, 6]"] ;
6046 -> 6056 ;
6057 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6056 -> 6057 ;
6058 [label="X[21] <= 5616.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
6056 -> 6058 ;
6059 [label="X[4] <= 27.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
6058 -> 6059 ;
6060 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6059 -> 6060 ;
6061 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6059 -> 6061 ;
6062 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6058 -> 6062 ;
6063 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
6045 -> 6063 ;
6064 [label="X[21] <= 4700.0\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
6044 -> 6064 ;
6065 [label="X[19] <= 7201.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
6064 -> 6065 ;
6066 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6065 -> 6066 ;
6067 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6065 -> 6067 ;
6068 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6064 -> 6068 ;
6069 [label="X[14] <= 99727.5\ngini = 0.48\nsamples = 15\nvalue = [9, 6]"] ;
6043 -> 6069 ;
6070 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6069 -> 6070 ;
6071 [label="X[17] <= 9000.0\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
6069 -> 6071 ;
6072 [label="X[1] <= 1.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
6071 -> 6072 ;
6073 [label="X[21] <= 4750.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6072 -> 6073 ;
6074 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6073 -> 6074 ;
6075 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6073 -> 6075 ;
6076 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6072 -> 6076 ;
6077 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6071 -> 6077 ;
6078 [label="X[19] <= 5950.0\ngini = 0.305\nsamples = 32\nvalue = [6, 26]"] ;
6030 -> 6078 ;
6079 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]"] ;
6078 -> 6079 ;
6080 [label="X[21] <= 11038.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]"] ;
6078 -> 6080 ;
6081 [label="X[19] <= 8880.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
6080 -> 6081 ;
6082 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6081 -> 6082 ;
6083 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
6081 -> 6083 ;
6084 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6080 -> 6084 ;
6085 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6029 -> 6085 ;
6086 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
6028 -> 6086 ;
6087 [label="X[3] <= 1.5\ngini = 0.465\nsamples = 19\nvalue = [12, 7]"] ;
5779 -> 6087 ;
6088 [label="X[5] <= 2.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
6087 -> 6088 ;
6089 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6088 -> 6089 ;
6090 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6088 -> 6090 ;
6091 [label="X[4] <= 22.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
6087 -> 6091 ;
6092 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6091 -> 6092 ;
6093 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
6091 -> 6093 ;
6094 [label="X[16] <= 403380.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
5778 -> 6094 ;
6095 [label="X[17] <= 636.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
6094 -> 6095 ;
6096 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6095 -> 6096 ;
6097 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
6095 -> 6097 ;
6098 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6094 -> 6098 ;
6099 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5777 -> 6099 ;
6100 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
5776 -> 6100 ;
6101 [label="X[22] <= 649.0\ngini = 0.354\nsamples = 218\nvalue = [50, 168]"] ;
5775 -> 6101 ;
6102 [label="X[4] <= 49.5\ngini = 0.171\nsamples = 53\nvalue = [5, 48]"] ;
6101 -> 6102 ;
6103 [label="X[21] <= 411.5\ngini = 0.115\nsamples = 49\nvalue = [3, 46]"] ;
6102 -> 6103 ;
6104 [label="X[15] <= 18900.0\ngini = 0.236\nsamples = 22\nvalue = [3, 19]"] ;
6103 -> 6104 ;
6105 [label="X[19] <= 1285.0\ngini = 0.1\nsamples = 19\nvalue = [1, 18]"] ;
6104 -> 6105 ;
6106 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
6105 -> 6106 ;
6107 [label="X[18] <= 1196.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6105 -> 6107 ;
6108 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6107 -> 6108 ;
6109 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6107 -> 6109 ;
6110 [label="X[11] <= 29781.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6104 -> 6110 ;
6111 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6110 -> 6111 ;
6112 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6110 -> 6112 ;
6113 [label="gini = 0.0\nsamples = 27\nvalue = [0, 27]"] ;
6103 -> 6113 ;
6114 [label="X[19] <= 1150.0\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
6102 -> 6114 ;
6115 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6114 -> 6115 ;
6116 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6114 -> 6116 ;
6117 [label="X[22] <= 1088.0\ngini = 0.397\nsamples = 165\nvalue = [45, 120]"] ;
6101 -> 6117 ;
6118 [label="X[18] <= 1879.5\ngini = 0.5\nsamples = 33\nvalue = [16, 17]"] ;
6117 -> 6118 ;
6119 [label="X[11] <= 19815.0\ngini = 0.444\nsamples = 24\nvalue = [16, 8]"] ;
6118 -> 6119 ;
6120 [label="X[11] <= 15423.0\ngini = 0.444\nsamples = 9\nvalue = [3, 6]"] ;
6119 -> 6120 ;
6121 [label="X[19] <= 350.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
6120 -> 6121 ;
6122 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6121 -> 6122 ;
6123 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6121 -> 6123 ;
6124 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6120 -> 6124 ;
6125 [label="X[15] <= 16827.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
6119 -> 6125 ;
6126 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6125 -> 6126 ;
6127 [label="X[11] <= 30538.5\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
6125 -> 6127 ;
6128 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6127 -> 6128 ;
6129 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6128 -> 6129 ;
6130 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6128 -> 6130 ;
6131 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]"] ;
6127 -> 6131 ;
6132 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
6118 -> 6132 ;
6133 [label="X[12] <= 2698.5\ngini = 0.343\nsamples = 132\nvalue = [29, 103]"] ;
6117 -> 6133 ;
6134 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6133 -> 6134 ;
6135 [label="X[0] <= 175000.0\ngini = 0.336\nsamples = 131\nvalue = [28, 103]"] ;
6133 -> 6135 ;
6136 [label="X[12] <= 50690.0\ngini = 0.273\nsamples = 86\nvalue = [14, 72]"] ;
6135 -> 6136 ;
6137 [label="X[1] <= 1.5\ngini = 0.399\nsamples = 40\nvalue = [11, 29]"] ;
6136 -> 6137 ;
6138 [label="X[18] <= 1400.0\ngini = 0.498\nsamples = 17\nvalue = [8, 9]"] ;
6137 -> 6138 ;
6139 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6138 -> 6139 ;
6140 [label="X[19] <= 1900.0\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
6138 -> 6140 ;
6141 [label="X[16] <= 7905.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
6140 -> 6141 ;
6142 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6141 -> 6142 ;
6143 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6141 -> 6143 ;
6144 [label="X[20] <= 1200.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
6140 -> 6144 ;
6145 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6144 -> 6145 ;
6146 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6144 -> 6146 ;
6147 [label="X[11] <= 47380.0\ngini = 0.227\nsamples = 23\nvalue = [3, 20]"] ;
6137 -> 6147 ;
6148 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]"] ;
6147 -> 6148 ;
6149 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6147 -> 6149 ;
6150 [label="X[5] <= 4.5\ngini = 0.122\nsamples = 46\nvalue = [3, 43]"] ;
6136 -> 6150 ;
6151 [label="X[20] <= 4050.0\ngini = 0.087\nsamples = 44\nvalue = [2, 42]"] ;
6150 -> 6151 ;
6152 [label="gini = 0.0\nsamples = 33\nvalue = [0, 33]"] ;
6151 -> 6152 ;
6153 [label="X[4] <= 41.5\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
6151 -> 6153 ;
6154 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6153 -> 6154 ;
6155 [label="X[20] <= 4255.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
6153 -> 6155 ;
6156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6155 -> 6156 ;
6157 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
6155 -> 6157 ;
6158 [label="X[4] <= 41.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6150 -> 6158 ;
6159 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6158 -> 6159 ;
6160 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6158 -> 6160 ;
6161 [label="X[0] <= 225000.0\ngini = 0.429\nsamples = 45\nvalue = [14, 31]"] ;
6135 -> 6161 ;
6162 [label="X[11] <= 187145.5\ngini = 0.495\nsamples = 20\nvalue = [11, 9]"] ;
6161 -> 6162 ;
6163 [label="X[11] <= 103278.0\ngini = 0.426\nsamples = 13\nvalue = [4, 9]"] ;
6162 -> 6163 ;
6164 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6163 -> 6164 ;
6165 [label="X[12] <= 161663.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
6163 -> 6165 ;
6166 [label="X[17] <= 1750.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
6165 -> 6166 ;
6167 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6166 -> 6167 ;
6168 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6166 -> 6168 ;
6169 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6165 -> 6169 ;
6170 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6162 -> 6170 ;
6171 [label="X[21] <= 64085.0\ngini = 0.211\nsamples = 25\nvalue = [3, 22]"] ;
6161 -> 6171 ;
6172 [label="X[11] <= 510.0\ngini = 0.153\nsamples = 24\nvalue = [2, 22]"] ;
6171 -> 6172 ;
6173 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6172 -> 6173 ;
6174 [label="X[13] <= 94825.0\ngini = 0.083\nsamples = 23\nvalue = [1, 22]"] ;
6172 -> 6174 ;
6175 [label="X[7] <= 1.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6174 -> 6175 ;
6176 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6175 -> 6176 ;
6177 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6175 -> 6177 ;
6178 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]"] ;
6174 -> 6178 ;
6179 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6171 -> 6179 ;
6180 [label="X[22] <= 1977.0\ngini = 0.496\nsamples = 105\nvalue = [48, 57]"] ;
5774 -> 6180 ;
6181 [label="X[18] <= 1964.0\ngini = 0.481\nsamples = 57\nvalue = [34, 23]"] ;
6180 -> 6181 ;
6182 [label="X[17] <= 1272.5\ngini = 0.5\nsamples = 44\nvalue = [22, 22]"] ;
6181 -> 6182 ;
6183 [label="X[11] <= 1612.5\ngini = 0.401\nsamples = 18\nvalue = [13, 5]"] ;
6182 -> 6183 ;
6184 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6183 -> 6184 ;
6185 [label="X[4] <= 65.5\ngini = 0.305\nsamples = 16\nvalue = [13, 3]"] ;
6183 -> 6185 ;
6186 [label="X[22] <= 1385.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
6185 -> 6186 ;
6187 [label="X[0] <= 210000.0\ngini = 0.133\nsamples = 14\nvalue = [13, 1]"] ;
6186 -> 6187 ;
6188 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
6187 -> 6188 ;
6189 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6187 -> 6189 ;
6190 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6186 -> 6190 ;
6191 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6185 -> 6191 ;
6192 [label="X[20] <= 875.0\ngini = 0.453\nsamples = 26\nvalue = [9, 17]"] ;
6182 -> 6192 ;
6193 [label="X[10] <= -1.5\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
6192 -> 6193 ;
6194 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6193 -> 6194 ;
6195 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
6193 -> 6195 ;
6196 [label="X[22] <= 12.0\ngini = 0.49\nsamples = 14\nvalue = [8, 6]"] ;
6192 -> 6196 ;
6197 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6196 -> 6197 ;
6198 [label="X[13] <= 45942.5\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
6196 -> 6198 ;
6199 [label="X[11] <= 11236.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
6198 -> 6199 ;
6200 [label="X[15] <= 9617.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6199 -> 6200 ;
6201 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6200 -> 6201 ;
6202 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6200 -> 6202 ;
6203 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6199 -> 6203 ;
6204 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6198 -> 6204 ;
6205 [label="X[7] <= 1.0\ngini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
6181 -> 6205 ;
6206 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]"] ;
6205 -> 6206 ;
6207 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6205 -> 6207 ;
6208 [label="X[19] <= 1092.5\ngini = 0.413\nsamples = 48\nvalue = [14, 34]"] ;
6180 -> 6208 ;
6209 [label="X[16] <= 15065.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
6208 -> 6209 ;
6210 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6209 -> 6210 ;
6211 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
6209 -> 6211 ;
6212 [label="X[20] <= 22500.0\ngini = 0.307\nsamples = 37\nvalue = [7, 30]"] ;
6208 -> 6212 ;
6213 [label="X[6] <= 2.5\ngini = 0.245\nsamples = 35\nvalue = [5, 30]"] ;
6212 -> 6213 ;
6214 [label="X[16] <= 10050.0\ngini = 0.208\nsamples = 34\nvalue = [4, 30]"] ;
6213 -> 6214 ;
6215 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6214 -> 6215 ;
6216 [label="X[20] <= 1136.0\ngini = 0.165\nsamples = 33\nvalue = [3, 30]"] ;
6214 -> 6216 ;
6217 [label="X[22] <= 3550.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6216 -> 6217 ;
6218 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6217 -> 6218 ;
6219 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6217 -> 6219 ;
6220 [label="X[19] <= 5025.0\ngini = 0.121\nsamples = 31\nvalue = [2, 29]"] ;
6216 -> 6220 ;
6221 [label="gini = 0.0\nsamples = 22\nvalue = [0, 22]"] ;
6220 -> 6221 ;
6222 [label="X[14] <= 105070.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
6220 -> 6222 ;
6223 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6222 -> 6223 ;
6224 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
6222 -> 6224 ;
6225 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6213 -> 6225 ;
6226 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6212 -> 6226 ;
6227 [label="X[7] <= 1.0\ngini = 0.375\nsamples = 16\nvalue = [12, 4]"] ;
5773 -> 6227 ;
6228 [label="X[0] <= 65000.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]"] ;
6227 -> 6228 ;
6229 [label="X[20] <= 1011.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
6228 -> 6229 ;
6230 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6229 -> 6230 ;
6231 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6229 -> 6231 ;
6232 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
6228 -> 6232 ;
6233 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6227 -> 6233 ;
6234 [label="X[19] <= 12157.0\ngini = 0.351\nsamples = 906\nvalue = [206, 700]"] ;
5772 -> 6234 ;
6235 [label="X[16] <= 18113.5\ngini = 0.338\nsamples = 881\nvalue = [190, 691]"] ;
6234 -> 6235 ;
6236 [label="X[22] <= 6809.5\ngini = 0.232\nsamples = 216\nvalue = [29, 187]"] ;
6235 -> 6236 ;
6237 [label="X[16] <= 790.0\ngini = 0.208\nsamples = 212\nvalue = [25, 187]"] ;
6236 -> 6237 ;
6238 [label="X[0] <= 25000.0\ngini = 0.471\nsamples = 29\nvalue = [11, 18]"] ;
6237 -> 6238 ;
6239 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
6238 -> 6239 ;
6240 [label="X[9] <= 3.5\ngini = 0.5\nsamples = 22\nvalue = [11, 11]"] ;
6238 -> 6240 ;
6241 [label="X[4] <= 37.5\ngini = 0.355\nsamples = 13\nvalue = [3, 10]"] ;
6240 -> 6241 ;
6242 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
6241 -> 6242 ;
6243 [label="X[4] <= 58.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
6241 -> 6243 ;
6244 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6243 -> 6244 ;
6245 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6243 -> 6245 ;
6246 [label="X[16] <= 500.0\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
6240 -> 6246 ;
6247 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
6246 -> 6247 ;
6248 [label="X[13] <= 1225.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6246 -> 6248 ;
6249 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6248 -> 6249 ;
6250 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6248 -> 6250 ;
6251 [label="X[3] <= 0.5\ngini = 0.141\nsamples = 183\nvalue = [14, 169]"] ;
6237 -> 6251 ;
6252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6251 -> 6252 ;
6253 [label="X[18] <= 4500.0\ngini = 0.133\nsamples = 182\nvalue = [13, 169]"] ;
6251 -> 6253 ;
6254 [label="X[13] <= 900.0\ngini = 0.124\nsamples = 181\nvalue = [12, 169]"] ;
6253 -> 6254 ;
6255 [label="X[2] <= 2.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
6254 -> 6255 ;
6256 [label="X[0] <= 115000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6255 -> 6256 ;
6257 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6256 -> 6257 ;
6258 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6256 -> 6258 ;
6259 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6255 -> 6259 ;
6260 [label="X[17] <= 1050.0\ngini = 0.108\nsamples = 174\nvalue = [10, 164]"] ;
6254 -> 6260 ;
6261 [label="X[10] <= 3.5\ngini = 0.052\nsamples = 112\nvalue = [3, 109]"] ;
6260 -> 6261 ;
6262 [label="gini = 0.0\nsamples = 71\nvalue = [0, 71]"] ;
6261 -> 6262 ;
6263 [label="X[4] <= 32.0\ngini = 0.136\nsamples = 41\nvalue = [3, 38]"] ;
6261 -> 6263 ;
6264 [label="X[4] <= 30.5\ngini = 0.211\nsamples = 25\nvalue = [3, 22]"] ;
6263 -> 6264 ;
6265 [label="X[7] <= 5.5\ngini = 0.165\nsamples = 22\nvalue = [2, 20]"] ;
6264 -> 6265 ;
6266 [label="X[2] <= 2.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
6265 -> 6266 ;
6267 [label="X[15] <= 2421.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]"] ;
6266 -> 6267 ;
6268 [label="X[0] <= 40000.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
6267 -> 6268 ;
6269 [label="X[5] <= 2.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
6268 -> 6269 ;
6270 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6269 -> 6270 ;
6271 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6269 -> 6271 ;
6272 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6268 -> 6272 ;
6273 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6267 -> 6273 ;
6274 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6266 -> 6274 ;
6275 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
6265 -> 6275 ;
6276 [label="X[0] <= 125000.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6264 -> 6276 ;
6277 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6276 -> 6277 ;
6278 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6276 -> 6278 ;
6279 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]"] ;
6263 -> 6279 ;
6280 [label="X[12] <= 6196.5\ngini = 0.2\nsamples = 62\nvalue = [7, 55]"] ;
6260 -> 6280 ;
6281 [label="X[14] <= 4407.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
6280 -> 6281 ;
6282 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6281 -> 6282 ;
6283 [label="X[19] <= 250.0\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
6281 -> 6283 ;
6284 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6283 -> 6284 ;
6285 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6283 -> 6285 ;
6286 [label="X[8] <= 3.5\ngini = 0.105\nsamples = 54\nvalue = [3, 51]"] ;
6280 -> 6286 ;
6287 [label="X[21] <= 150.0\ngini = 0.074\nsamples = 52\nvalue = [2, 50]"] ;
6286 -> 6287 ;
6288 [label="X[11] <= 6321.0\ngini = 0.198\nsamples = 18\nvalue = [2, 16]"] ;
6287 -> 6288 ;
6289 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6288 -> 6289 ;
6290 [label="X[22] <= 1950.0\ngini = 0.111\nsamples = 17\nvalue = [1, 16]"] ;
6288 -> 6290 ;
6291 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
6290 -> 6291 ;
6292 [label="X[17] <= 2500.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6290 -> 6292 ;
6293 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6292 -> 6293 ;
6294 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6292 -> 6294 ;
6295 [label="gini = 0.0\nsamples = 34\nvalue = [0, 34]"] ;
6287 -> 6295 ;
6296 [label="X[4] <= 38.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6286 -> 6296 ;
6297 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6296 -> 6297 ;
6298 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6296 -> 6298 ;
6299 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6253 -> 6299 ;
6300 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6236 -> 6300 ;
6301 [label="X[16] <= 18380.5\ngini = 0.367\nsamples = 665\nvalue = [161, 504]"] ;
6235 -> 6301 ;
6302 [label="X[22] <= 400.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
6301 -> 6302 ;
6303 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6302 -> 6303 ;
6304 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6302 -> 6304 ;
6305 [label="X[20] <= 7.5\ngini = 0.361\nsamples = 659\nvalue = [156, 503]"] ;
6301 -> 6305 ;
6306 [label="X[17] <= 2025.0\ngini = 0.423\nsamples = 257\nvalue = [78, 179]"] ;
6305 -> 6306 ;
6307 [label="X[18] <= 5100.0\ngini = 0.468\nsamples = 139\nvalue = [52, 87]"] ;
6306 -> 6307 ;
6308 [label="X[19] <= 5690.0\ngini = 0.483\nsamples = 125\nvalue = [51, 74]"] ;
6307 -> 6308 ;
6309 [label="X[7] <= 1.0\ngini = 0.473\nsamples = 117\nvalue = [45, 72]"] ;
6308 -> 6309 ;
6310 [label="X[4] <= 23.0\ngini = 0.33\nsamples = 24\nvalue = [5, 19]"] ;
6309 -> 6310 ;
6311 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6310 -> 6311 ;
6312 [label="X[5] <= 2.5\ngini = 0.236\nsamples = 22\nvalue = [3, 19]"] ;
6310 -> 6312 ;
6313 [label="X[17] <= 1683.0\ngini = 0.172\nsamples = 21\nvalue = [2, 19]"] ;
6312 -> 6313 ;
6314 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
6313 -> 6314 ;
6315 [label="X[18] <= 1401.0\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
6313 -> 6315 ;
6316 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6315 -> 6316 ;
6317 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6315 -> 6317 ;
6318 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6312 -> 6318 ;
6319 [label="X[18] <= 1900.0\ngini = 0.49\nsamples = 93\nvalue = [40, 53]"] ;
6309 -> 6319 ;
6320 [label="X[16] <= 19863.5\ngini = 0.462\nsamples = 69\nvalue = [25, 44]"] ;
6319 -> 6320 ;
6321 [label="X[19] <= 4174.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
6320 -> 6321 ;
6322 [label="X[14] <= 18170.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
6321 -> 6322 ;
6323 [label="X[16] <= 18718.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6322 -> 6323 ;
6324 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6323 -> 6324 ;
6325 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6323 -> 6325 ;
6326 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6322 -> 6326 ;
6327 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6321 -> 6327 ;
6328 [label="X[19] <= 1826.5\ngini = 0.429\nsamples = 61\nvalue = [19, 42]"] ;
6320 -> 6328 ;
6329 [label="X[2] <= 2.5\ngini = 0.48\nsamples = 40\nvalue = [16, 24]"] ;
6328 -> 6329 ;
6330 [label="X[16] <= 39049.5\ngini = 0.42\nsamples = 30\nvalue = [9, 21]"] ;
6329 -> 6330 ;
6331 [label="X[19] <= 1626.5\ngini = 0.32\nsamples = 20\nvalue = [4, 16]"] ;
6330 -> 6331 ;
6332 [label="X[7] <= 5.5\ngini = 0.266\nsamples = 19\nvalue = [3, 16]"] ;
6331 -> 6332 ;
6333 [label="X[22] <= 2050.0\ngini = 0.124\nsamples = 15\nvalue = [1, 14]"] ;
6332 -> 6333 ;
6334 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
6333 -> 6334 ;
6335 [label="X[9] <= 2.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6333 -> 6335 ;
6336 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6335 -> 6336 ;
6337 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6335 -> 6337 ;
6338 [label="X[15] <= 31606.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]"] ;
6332 -> 6338 ;
6339 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6338 -> 6339 ;
6340 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6338 -> 6340 ;
6341 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6331 -> 6341 ;
6342 [label="X[16] <= 142028.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
6330 -> 6342 ;
6343 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6342 -> 6343 ;
6344 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6342 -> 6344 ;
6345 [label="X[5] <= 5.0\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
6329 -> 6345 ;
6346 [label="X[13] <= 30852.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
6345 -> 6346 ;
6347 [label="X[4] <= 25.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
6346 -> 6347 ;
6348 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6347 -> 6348 ;
6349 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6347 -> 6349 ;
6350 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6346 -> 6350 ;
6351 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6345 -> 6351 ;
6352 [label="X[4] <= 23.5\ngini = 0.245\nsamples = 21\nvalue = [3, 18]"] ;
6328 -> 6352 ;
6353 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6352 -> 6353 ;
6354 [label="X[14] <= 20155.5\ngini = 0.1\nsamples = 19\nvalue = [1, 18]"] ;
6352 -> 6354 ;
6355 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6354 -> 6355 ;
6356 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
6354 -> 6356 ;
6357 [label="X[4] <= 23.5\ngini = 0.469\nsamples = 24\nvalue = [15, 9]"] ;
6319 -> 6357 ;
6358 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6357 -> 6358 ;
6359 [label="X[2] <= 2.5\ngini = 0.434\nsamples = 22\nvalue = [15, 7]"] ;
6357 -> 6359 ;
6360 [label="X[19] <= 2150.0\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
6359 -> 6360 ;
6361 [label="X[15] <= 45890.0\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
6360 -> 6361 ;
6362 [label="X[13] <= 26394.0\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
6361 -> 6362 ;
6363 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6362 -> 6363 ;
6364 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
6362 -> 6364 ;
6365 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6361 -> 6365 ;
6366 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
6360 -> 6366 ;
6367 [label="X[4] <= 48.0\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
6359 -> 6367 ;
6368 [label="X[14] <= 33482.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
6367 -> 6368 ;
6369 [label="X[19] <= 2944.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6368 -> 6369 ;
6370 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6369 -> 6370 ;
6371 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6369 -> 6371 ;
6372 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6368 -> 6372 ;
6373 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6367 -> 6373 ;
6374 [label="X[16] <= 86506.0\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
6308 -> 6374 ;
6375 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
6374 -> 6375 ;
6376 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6374 -> 6376 ;
6377 [label="X[15] <= 191079.0\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
6307 -> 6377 ;
6378 [label="gini = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
6377 -> 6378 ;
6379 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6377 -> 6379 ;
6380 [label="X[22] <= 5755.5\ngini = 0.344\nsamples = 118\nvalue = [26, 92]"] ;
6306 -> 6380 ;
6381 [label="X[0] <= 35000.0\ngini = 0.3\nsamples = 109\nvalue = [20, 89]"] ;
6380 -> 6381 ;
6382 [label="X[16] <= 20182.5\ngini = 0.484\nsamples = 17\nvalue = [7, 10]"] ;
6381 -> 6382 ;
6383 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6382 -> 6383 ;
6384 [label="X[22] <= 1125.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]"] ;
6382 -> 6384 ;
6385 [label="X[2] <= 2.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
6384 -> 6385 ;
6386 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6385 -> 6386 ;
6387 [label="X[14] <= 23116.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
6385 -> 6387 ;
6388 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6387 -> 6388 ;
6389 [label="X[9] <= 3.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6387 -> 6389 ;
6390 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6389 -> 6390 ;
6391 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6389 -> 6391 ;
6392 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6384 -> 6392 ;
6393 [label="X[18] <= 3107.0\ngini = 0.243\nsamples = 92\nvalue = [13, 79]"] ;
6381 -> 6393 ;
6394 [label="X[17] <= 2320.5\ngini = 0.103\nsamples = 55\nvalue = [3, 52]"] ;
6393 -> 6394 ;
6395 [label="X[17] <= 2256.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
6394 -> 6395 ;
6396 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6395 -> 6396 ;
6397 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6395 -> 6397 ;
6398 [label="X[11] <= 138745.5\ngini = 0.04\nsamples = 49\nvalue = [1, 48]"] ;
6394 -> 6398 ;
6399 [label="gini = 0.0\nsamples = 45\nvalue = [0, 45]"] ;
6398 -> 6399 ;
6400 [label="X[14] <= 130965.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
6398 -> 6400 ;
6401 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6400 -> 6401 ;
6402 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6400 -> 6402 ;
6403 [label="X[21] <= 4350.0\ngini = 0.394\nsamples = 37\nvalue = [10, 27]"] ;
6393 -> 6403 ;
6404 [label="X[16] <= 87084.5\ngini = 0.498\nsamples = 17\nvalue = [9, 8]"] ;
6403 -> 6404 ;
6405 [label="X[22] <= 930.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
6404 -> 6405 ;
6406 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6405 -> 6406 ;
6407 [label="X[0] <= 125000.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
6405 -> 6407 ;
6408 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6407 -> 6408 ;
6409 [label="X[11] <= 73243.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6407 -> 6409 ;
6410 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6409 -> 6410 ;
6411 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6409 -> 6411 ;
6412 [label="X[16] <= 107566.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
6404 -> 6412 ;
6413 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6412 -> 6413 ;
6414 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6412 -> 6414 ;
6415 [label="X[22] <= 5050.0\ngini = 0.095\nsamples = 20\nvalue = [1, 19]"] ;
6403 -> 6415 ;
6416 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
6415 -> 6416 ;
6417 [label="X[16] <= 141277.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6415 -> 6417 ;
6418 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6417 -> 6418 ;
6419 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6417 -> 6419 ;
6420 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]"] ;
6380 -> 6420 ;
6421 [label="X[8] <= 1.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
6420 -> 6421 ;
6422 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6421 -> 6422 ;
6423 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6421 -> 6423 ;
6424 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6420 -> 6424 ;
6425 [label="X[17] <= 27750.0\ngini = 0.313\nsamples = 402\nvalue = [78, 324]"] ;
6305 -> 6425 ;
6426 [label="X[19] <= 3452.5\ngini = 0.308\nsamples = 400\nvalue = [76, 324]"] ;
6425 -> 6426 ;
6427 [label="X[4] <= 36.5\ngini = 0.264\nsamples = 288\nvalue = [45, 243]"] ;
6426 -> 6427 ;
6428 [label="X[22] <= 0.5\ngini = 0.324\nsamples = 162\nvalue = [33, 129]"] ;
6427 -> 6428 ;
6429 [label="X[5] <= 3.5\ngini = 0.465\nsamples = 38\nvalue = [14, 24]"] ;
6428 -> 6429 ;
6430 [label="X[17] <= 2950.0\ngini = 0.431\nsamples = 35\nvalue = [11, 24]"] ;
6429 -> 6430 ;
6431 [label="X[4] <= 33.5\ngini = 0.337\nsamples = 28\nvalue = [6, 22]"] ;
6430 -> 6431 ;
6432 [label="X[20] <= 6250.0\ngini = 0.269\nsamples = 25\nvalue = [4, 21]"] ;
6431 -> 6432 ;
6433 [label="X[0] <= 145000.0\ngini = 0.219\nsamples = 24\nvalue = [3, 21]"] ;
6432 -> 6433 ;
6434 [label="X[20] <= 1625.0\ngini = 0.159\nsamples = 23\nvalue = [2, 21]"] ;
6433 -> 6434 ;
6435 [label="X[0] <= 70000.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
6434 -> 6435 ;
6436 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6435 -> 6436 ;
6437 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6435 -> 6437 ;
6438 [label="gini = 0.0\nsamples = 15\nvalue = [0, 15]"] ;
6434 -> 6438 ;
6439 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6433 -> 6439 ;
6440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6432 -> 6440 ;
6441 [label="X[17] <= 2250.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6431 -> 6441 ;
6442 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6441 -> 6442 ;
6443 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6441 -> 6443 ;
6444 [label="X[20] <= 5950.0\ngini = 0.408\nsamples = 7\nvalue = [5, 2]"] ;
6430 -> 6444 ;
6445 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6444 -> 6445 ;
6446 [label="X[3] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6444 -> 6446 ;
6447 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6446 -> 6447 ;
6448 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6446 -> 6448 ;
6449 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6429 -> 6449 ;
6450 [label="X[19] <= 1850.0\ngini = 0.259\nsamples = 124\nvalue = [19, 105]"] ;
6428 -> 6450 ;
6451 [label="X[4] <= 27.5\ngini = 0.151\nsamples = 85\nvalue = [7, 78]"] ;
6450 -> 6451 ;
6452 [label="X[20] <= 7100.0\ngini = 0.049\nsamples = 40\nvalue = [1, 39]"] ;
6451 -> 6452 ;
6453 [label="gini = 0.0\nsamples = 38\nvalue = [0, 38]"] ;
6452 -> 6453 ;
6454 [label="X[20] <= 8750.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6452 -> 6454 ;
6455 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6454 -> 6455 ;
6456 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6454 -> 6456 ;
6457 [label="X[12] <= 34468.5\ngini = 0.231\nsamples = 45\nvalue = [6, 39]"] ;
6451 -> 6457 ;
6458 [label="X[15] <= 33781.0\ngini = 0.43\nsamples = 16\nvalue = [5, 11]"] ;
6457 -> 6458 ;
6459 [label="X[4] <= 35.5\ngini = 0.165\nsamples = 11\nvalue = [1, 10]"] ;
6458 -> 6459 ;
6460 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
6459 -> 6460 ;
6461 [label="X[20] <= 1677.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6459 -> 6461 ;
6462 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6461 -> 6462 ;
6463 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6461 -> 6463 ;
6464 [label="X[4] <= 34.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
6458 -> 6464 ;
6465 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6464 -> 6465 ;
6466 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6464 -> 6466 ;
6467 [label="X[21] <= 2700.0\ngini = 0.067\nsamples = 29\nvalue = [1, 28]"] ;
6457 -> 6467 ;
6468 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]"] ;
6467 -> 6468 ;
6469 [label="X[21] <= 3050.0\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
6467 -> 6469 ;
6470 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6469 -> 6470 ;
6471 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
6469 -> 6471 ;
6472 [label="X[0] <= 130000.0\ngini = 0.426\nsamples = 39\nvalue = [12, 27]"] ;
6450 -> 6472 ;
6473 [label="X[2] <= 1.5\ngini = 0.394\nsamples = 37\nvalue = [10, 27]"] ;
6472 -> 6473 ;
6474 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
6473 -> 6474 ;
6475 [label="X[22] <= 4673.0\ngini = 0.473\nsamples = 26\nvalue = [10, 16]"] ;
6473 -> 6475 ;
6476 [label="X[19] <= 2225.0\ngini = 0.444\nsamples = 24\nvalue = [8, 16]"] ;
6475 -> 6476 ;
6477 [label="X[20] <= 1950.0\ngini = 0.48\nsamples = 10\nvalue = [6, 4]"] ;
6476 -> 6477 ;
6478 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6477 -> 6478 ;
6479 [label="X[4] <= 32.0\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
6477 -> 6479 ;
6480 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6479 -> 6480 ;
6481 [label="X[0] <= 65000.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
6479 -> 6481 ;
6482 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6481 -> 6482 ;
6483 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6481 -> 6483 ;
6484 [label="X[11] <= 27183.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
6476 -> 6484 ;
6485 [label="X[0] <= 40000.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
6484 -> 6485 ;
6486 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6485 -> 6486 ;
6487 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6485 -> 6487 ;
6488 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
6484 -> 6488 ;
6489 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6475 -> 6489 ;
6490 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6472 -> 6490 ;
6491 [label="X[0] <= 35000.0\ngini = 0.172\nsamples = 126\nvalue = [12, 114]"] ;
6427 -> 6491 ;
6492 [label="X[1] <= 1.5\ngini = 0.397\nsamples = 22\nvalue = [6, 16]"] ;
6491 -> 6492 ;
6493 [label="X[14] <= 25374.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
6492 -> 6493 ;
6494 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6493 -> 6494 ;
6495 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6493 -> 6495 ;
6496 [label="X[6] <= 3.5\ngini = 0.219\nsamples = 16\nvalue = [2, 14]"] ;
6492 -> 6496 ;
6497 [label="X[16] <= 30302.5\ngini = 0.124\nsamples = 15\nvalue = [1, 14]"] ;
6496 -> 6497 ;
6498 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
6497 -> 6498 ;
6499 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6497 -> 6499 ;
6500 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6496 -> 6500 ;
6501 [label="X[21] <= 1950.0\ngini = 0.109\nsamples = 104\nvalue = [6, 98]"] ;
6491 -> 6501 ;
6502 [label="X[0] <= 335000.0\ngini = 0.177\nsamples = 61\nvalue = [6, 55]"] ;
6501 -> 6502 ;
6503 [label="X[22] <= 3324.5\ngini = 0.155\nsamples = 59\nvalue = [5, 54]"] ;
6502 -> 6503 ;
6504 [label="X[21] <= 1876.5\ngini = 0.081\nsamples = 47\nvalue = [2, 45]"] ;
6503 -> 6504 ;
6505 [label="X[22] <= 500.0\ngini = 0.044\nsamples = 44\nvalue = [1, 43]"] ;
6504 -> 6505 ;
6506 [label="X[0] <= 60000.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
6505 -> 6506 ;
6507 [label="X[4] <= 59.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6506 -> 6507 ;
6508 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6507 -> 6508 ;
6509 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6507 -> 6509 ;
6510 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6506 -> 6510 ;
6511 [label="gini = 0.0\nsamples = 37\nvalue = [0, 37]"] ;
6505 -> 6511 ;
6512 [label="X[16] <= 48534.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6504 -> 6512 ;
6513 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6512 -> 6513 ;
6514 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6512 -> 6514 ;
6515 [label="X[22] <= 4300.0\ngini = 0.375\nsamples = 12\nvalue = [3, 9]"] ;
6503 -> 6515 ;
6516 [label="X[20] <= 2985.0\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
6515 -> 6516 ;
6517 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6516 -> 6517 ;
6518 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6516 -> 6518 ;
6519 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
6515 -> 6519 ;
6520 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6502 -> 6520 ;
6521 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6520 -> 6521 ;
6522 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6520 -> 6522 ;
6523 [label="gini = 0.0\nsamples = 43\nvalue = [0, 43]"] ;
6501 -> 6523 ;
6524 [label="X[7] <= 3.5\ngini = 0.4\nsamples = 112\nvalue = [31, 81]"] ;
6426 -> 6524 ;
6525 [label="X[15] <= 124518.0\ngini = 0.388\nsamples = 110\nvalue = [29, 81]"] ;
6524 -> 6525 ;
6526 [label="X[12] <= 116520.5\ngini = 0.455\nsamples = 63\nvalue = [22, 41]"] ;
6525 -> 6526 ;
6527 [label="X[21] <= 4450.0\ngini = 0.414\nsamples = 58\nvalue = [17, 41]"] ;
6526 -> 6527 ;
6528 [label="X[0] <= 105000.0\ngini = 0.375\nsamples = 52\nvalue = [13, 39]"] ;
6527 -> 6528 ;
6529 [label="X[8] <= 1.0\ngini = 0.472\nsamples = 21\nvalue = [8, 13]"] ;
6528 -> 6529 ;
6530 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6529 -> 6530 ;
6531 [label="X[4] <= 39.0\ngini = 0.432\nsamples = 19\nvalue = [6, 13]"] ;
6529 -> 6531 ;
6532 [label="X[11] <= 86259.5\ngini = 0.49\nsamples = 14\nvalue = [6, 8]"] ;
6531 -> 6532 ;
6533 [label="X[18] <= 1800.0\ngini = 0.444\nsamples = 12\nvalue = [4, 8]"] ;
6532 -> 6533 ;
6534 [label="X[3] <= 1.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]"] ;
6533 -> 6534 ;
6535 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6534 -> 6535 ;
6536 [label="X[12] <= 50516.0\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
6534 -> 6536 ;
6537 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6536 -> 6537 ;
6538 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6536 -> 6538 ;
6539 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6533 -> 6539 ;
6540 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6532 -> 6540 ;
6541 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
6531 -> 6541 ;
6542 [label="X[20] <= 4950.0\ngini = 0.271\nsamples = 31\nvalue = [5, 26]"] ;
6528 -> 6542 ;
6543 [label="X[4] <= 25.0\ngini = 0.231\nsamples = 30\nvalue = [4, 26]"] ;
6542 -> 6543 ;
6544 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6543 -> 6544 ;
6545 [label="X[21] <= 4100.0\ngini = 0.185\nsamples = 29\nvalue = [3, 26]"] ;
6543 -> 6545 ;
6546 [label="X[6] <= 2.5\ngini = 0.08\nsamples = 24\nvalue = [1, 23]"] ;
6545 -> 6546 ;
6547 [label="gini = 0.0\nsamples = 22\nvalue = [0, 22]"] ;
6546 -> 6547 ;
6548 [label="X[12] <= 93220.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6546 -> 6548 ;
6549 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6548 -> 6549 ;
6550 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6548 -> 6550 ;
6551 [label="X[14] <= 109678.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
6545 -> 6551 ;
6552 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6551 -> 6552 ;
6553 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
6551 -> 6553 ;
6554 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6542 -> 6554 ;
6555 [label="X[0] <= 145000.0\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
6527 -> 6555 ;
6556 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
6555 -> 6556 ;
6557 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6555 -> 6557 ;
6558 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
6526 -> 6558 ;
6559 [label="X[22] <= 6250.0\ngini = 0.254\nsamples = 47\nvalue = [7, 40]"] ;
6525 -> 6559 ;
6560 [label="X[21] <= 22250.0\ngini = 0.064\nsamples = 30\nvalue = [1, 29]"] ;
6559 -> 6560 ;
6561 [label="gini = 0.0\nsamples = 29\nvalue = [0, 29]"] ;
6560 -> 6561 ;
6562 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6560 -> 6562 ;
6563 [label="X[19] <= 6450.0\ngini = 0.457\nsamples = 17\nvalue = [6, 11]"] ;
6559 -> 6563 ;
6564 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
6563 -> 6564 ;
6565 [label="X[22] <= 73510.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
6563 -> 6565 ;
6566 [label="X[18] <= 8400.0\ngini = 0.26\nsamples = 13\nvalue = [2, 11]"] ;
6565 -> 6566 ;
6567 [label="X[18] <= 7250.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
6566 -> 6567 ;
6568 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
6567 -> 6568 ;
6569 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6567 -> 6569 ;
6570 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
6566 -> 6570 ;
6571 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6565 -> 6571 ;
6572 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6524 -> 6572 ;
6573 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6425 -> 6573 ;
6574 [label="X[20] <= 3500.0\ngini = 0.461\nsamples = 25\nvalue = [16, 9]"] ;
6234 -> 6574 ;
6575 [label="X[12] <= 182904.5\ngini = 0.48\nsamples = 10\nvalue = [4, 6]"] ;
6574 -> 6575 ;
6576 [label="X[14] <= 68943.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
6575 -> 6576 ;
6577 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6576 -> 6577 ;
6578 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
6576 -> 6578 ;
6579 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
6575 -> 6579 ;
6580 [label="X[6] <= 1.0\ngini = 0.32\nsamples = 15\nvalue = [12, 3]"] ;
6574 -> 6580 ;
6581 [label="X[2] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
6580 -> 6581 ;
6582 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6581 -> 6582 ;
6583 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
6581 -> 6583 ;
6584 [label="X[5] <= 2.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
6580 -> 6584 ;
6585 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
6584 -> 6585 ;
6586 [label="X[13] <= 299572.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
6584 -> 6586 ;
6587 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
6586 -> 6587 ;
6588 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6586 -> 6588 ;
}