ModeloArvore.dot

digraph Tree {
node [shape=box] ;
0 [label="X[0] <= 0.5\ngini = 0.425\nsamples = 700\nvalue = [214, 486]"] ;
1 [label="X[13] <= 0.5\ngini = 0.219\nsamples = 272\nvalue = [34, 238]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[3] <= 3.5\ngini = 0.466\nsamples = 27\nvalue = [10, 17]"] ;
1 -> 2 ;
3 [label="X[5] <= 0.5\ngini = 0.473\nsamples = 13\nvalue = [8, 5]"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3 -> 4 ;
5 [label="X[12] <= 47.0\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
3 -> 5 ;
6 [label="X[7] <= 1.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
6 -> 7 ;
8 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
6 -> 8 ;
9 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
5 -> 9 ;
10 [label="X[4] <= 1137.5\ngini = 0.245\nsamples = 14\nvalue = [2, 12]"] ;
2 -> 10 ;
11 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
10 -> 11 ;
12 [label="X[5] <= 2.5\ngini = 0.142\nsamples = 13\nvalue = [1, 12]"] ;
10 -> 12 ;
13 [label="X[10] <= 3.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
12 -> 13 ;
14 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
13 -> 15 ;
16 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
12 -> 16 ;
17 [label="X[12] <= 28.5\ngini = 0.177\nsamples = 245\nvalue = [24, 221]"] ;
1 -> 17 ;
18 [label="X[1] <= 34.5\ngini = 0.316\nsamples = 66\nvalue = [13, 53]"] ;
17 -> 18 ;
19 [label="X[9] <= 1.5\ngini = 0.226\nsamples = 54\nvalue = [7, 47]"] ;
18 -> 19 ;
20 [label="X[12] <= 27.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
19 -> 20 ;
21 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
20 -> 21 ;
22 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
20 -> 22 ;
23 [label="X[4] <= 1349.5\ngini = 0.177\nsamples = 51\nvalue = [5, 46]"] ;
19 -> 23 ;
24 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]"] ;
23 -> 24 ;
25 [label="X[4] <= 1523.0\ngini = 0.264\nsamples = 32\nvalue = [5, 27]"] ;
23 -> 25 ;
26 [label="X[1] <= 18.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
25 -> 26 ;
27 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
26 -> 27 ;
28 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
26 -> 28 ;
29 [label="X[3] <= 7.5\ngini = 0.185\nsamples = 29\nvalue = [3, 26]"] ;
25 -> 29 ;
30 [label="X[7] <= 2.5\ngini = 0.133\nsamples = 28\nvalue = [2, 26]"] ;
29 -> 30 ;
31 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
30 -> 31 ;
32 [label="X[12] <= 22.0\ngini = 0.298\nsamples = 11\nvalue = [2, 9]"] ;
30 -> 32 ;
33 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
32 -> 33 ;
34 [label="X[4] <= 2226.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]"] ;
32 -> 34 ;
35 [label="X[8] <= 1.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
34 -> 35 ;
36 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
35 -> 36 ;
37 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
35 -> 37 ;
38 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
34 -> 38 ;
39 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
29 -> 39 ;
40 [label="X[3] <= 6.0\ngini = 0.5\nsamples = 12\nvalue = [6, 6]"] ;
18 -> 40 ;
41 [label="X[4] <= 2959.0\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
40 -> 41 ;
42 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
41 -> 42 ;
43 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
41 -> 43 ;
44 [label="X[16] <= 1.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
40 -> 44 ;
45 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
44 -> 45 ;
46 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
44 -> 46 ;
47 [label="X[4] <= 3607.5\ngini = 0.115\nsamples = 179\nvalue = [11, 168]"] ;
17 -> 47 ;
48 [label="X[14] <= 0.5\ngini = 0.061\nsamples = 127\nvalue = [4, 123]"] ;
47 -> 48 ;
49 [label="X[1] <= 30.0\ngini = 0.346\nsamples = 9\nvalue = [2, 7]"] ;
48 -> 49 ;
50 [label="X[5] <= 3.5\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
49 -> 50 ;
51 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
50 -> 51 ;
52 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
50 -> 52 ;
53 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
49 -> 53 ;
54 [label="X[9] <= 0.5\ngini = 0.033\nsamples = 118\nvalue = [2, 116]"] ;
48 -> 54 ;
55 [label="X[10] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
54 -> 55 ;
56 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
55 -> 56 ;
57 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
55 -> 57 ;
58 [label="X[17] <= 1.5\ngini = 0.017\nsamples = 114\nvalue = [1, 113]"] ;
54 -> 58 ;
59 [label="gini = 0.0\nsamples = 95\nvalue = [0, 95]"] ;
58 -> 59 ;
60 [label="X[12] <= 45.5\ngini = 0.1\nsamples = 19\nvalue = [1, 18]"] ;
58 -> 60 ;
61 [label="gini = 0.0\nsamples = 17\nvalue = [0, 17]"] ;
60 -> 61 ;
62 [label="X[12] <= 49.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
60 -> 62 ;
63 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
62 -> 63 ;
64 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
62 -> 64 ;
65 [label="X[1] <= 25.5\ngini = 0.233\nsamples = 52\nvalue = [7, 45]"] ;
47 -> 65 ;
66 [label="X[5] <= 1.5\ngini = 0.384\nsamples = 27\nvalue = [7, 20]"] ;
65 -> 66 ;
67 [label="X[12] <= 40.5\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
66 -> 67 ;
68 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
67 -> 68 ;
69 [label="X[15] <= 1.5\ngini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
67 -> 69 ;
70 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
69 -> 70 ;
71 [label="X[11] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
69 -> 71 ;
72 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
71 -> 72 ;
73 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
71 -> 73 ;
74 [label="X[2] <= 3.5\ngini = 0.208\nsamples = 17\nvalue = [2, 15]"] ;
66 -> 74 ;
75 [label="X[15] <= 2.5\ngini = 0.117\nsamples = 16\nvalue = [1, 15]"] ;
74 -> 75 ;
76 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
75 -> 76 ;
77 [label="X[3] <= 5.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
75 -> 77 ;
78 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
77 -> 78 ;
79 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
77 -> 79 ;
80 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
74 -> 80 ;
81 [label="gini = 0.0\nsamples = 25\nvalue = [0, 25]"] ;
65 -> 81 ;
82 [label="X[1] <= 43.5\ngini = 0.487\nsamples = 428\nvalue = [180, 248]"] ;
0 -> 82 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
83 [label="X[1] <= 8.5\ngini = 0.476\nsamples = 396\nvalue = [155, 241]"] ;
82 -> 83 ;
84 [label="X[2] <= 0.5\ngini = 0.188\nsamples = 38\nvalue = [4, 34]"] ;
83 -> 84 ;
85 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
84 -> 85 ;
86 [label="X[4] <= 9286.0\ngini = 0.105\nsamples = 36\nvalue = [2, 34]"] ;
84 -> 86 ;
87 [label="X[4] <= 3015.5\ngini = 0.056\nsamples = 35\nvalue = [1, 34]"] ;
86 -> 87 ;
88 [label="gini = 0.0\nsamples = 32\nvalue = [0, 32]"] ;
87 -> 88 ;
89 [label="X[16] <= 1.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
87 -> 89 ;
90 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
89 -> 90 ;
91 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
89 -> 91 ;
92 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
86 -> 92 ;
93 [label="X[4] <= 1381.5\ngini = 0.488\nsamples = 358\nvalue = [151, 207]"] ;
83 -> 93 ;
94 [label="X[11] <= 2.5\ngini = 0.496\nsamples = 101\nvalue = [55, 46]"] ;
93 -> 94 ;
95 [label="X[1] <= 22.5\ngini = 0.489\nsamples = 73\nvalue = [31, 42]"] ;
94 -> 95 ;
96 [label="X[4] <= 773.5\ngini = 0.461\nsamples = 61\nvalue = [22, 39]"] ;
95 -> 96 ;
97 [label="X[4] <= 590.0\ngini = 0.488\nsamples = 19\nvalue = [11, 8]"] ;
96 -> 97 ;
98 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
97 -> 98 ;
99 [label="X[0] <= 1.5\ngini = 0.391\nsamples = 15\nvalue = [11, 4]"] ;
97 -> 99 ;
100 [label="X[4] <= 760.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
99 -> 100 ;
101 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
100 -> 101 ;
102 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
100 -> 102 ;
103 [label="X[14] <= 1.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]"] ;
99 -> 103 ;
104 [label="X[12] <= 37.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
103 -> 104 ;
105 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
104 -> 105 ;
106 [label="X[6] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
104 -> 106 ;
107 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
106 -> 107 ;
108 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
106 -> 108 ;
109 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
103 -> 109 ;
110 [label="X[3] <= 7.5\ngini = 0.387\nsamples = 42\nvalue = [11, 31]"] ;
96 -> 110 ;
111 [label="X[3] <= 4.5\ngini = 0.326\nsamples = 39\nvalue = [8, 31]"] ;
110 -> 111 ;
112 [label="X[12] <= 27.5\ngini = 0.472\nsamples = 21\nvalue = [8, 13]"] ;
111 -> 112 ;
113 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
112 -> 113 ;
114 [label="X[8] <= 2.5\ngini = 0.498\nsamples = 15\nvalue = [8, 7]"] ;
112 -> 114 ;
115 [label="X[16] <= 1.0\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
114 -> 115 ;
116 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
115 -> 116 ;
117 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
115 -> 117 ;
118 [label="X[12] <= 37.5\ngini = 0.245\nsamples = 7\nvalue = [1, 6]"] ;
114 -> 118 ;
119 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
118 -> 119 ;
120 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
118 -> 120 ;
121 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
111 -> 121 ;
122 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
110 -> 122 ;
123 [label="X[18] <= 0.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
95 -> 123 ;
124 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
123 -> 124 ;
125 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
123 -> 125 ;
126 [label="X[10] <= 1.5\ngini = 0.245\nsamples = 28\nvalue = [24, 4]"] ;
94 -> 126 ;
127 [label="X[12] <= 24.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
126 -> 127 ;
128 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
127 -> 128 ;
129 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
127 -> 129 ;
130 [label="X[14] <= 0.5\ngini = 0.147\nsamples = 25\nvalue = [23, 2]"] ;
126 -> 130 ;
131 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
130 -> 131 ;
132 [label="X[1] <= 10.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]"] ;
130 -> 132 ;
133 [label="X[10] <= 3.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
132 -> 133 ;
134 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
133 -> 134 ;
135 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
133 -> 135 ;
136 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
132 -> 136 ;
137 [label="X[0] <= 2.5\ngini = 0.468\nsamples = 257\nvalue = [96, 161]"] ;
93 -> 137 ;
138 [label="X[4] <= 8150.5\ngini = 0.481\nsamples = 233\nvalue = [94, 139]"] ;
137 -> 138 ;
139 [label="X[2] <= 0.5\ngini = 0.471\nsamples = 216\nvalue = [82, 134]"] ;
138 -> 139 ;
140 [label="X[12] <= 23.0\ngini = 0.408\nsamples = 14\nvalue = [10, 4]"] ;
139 -> 140 ;
141 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
140 -> 141 ;
142 [label="X[1] <= 30.0\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
140 -> 142 ;
143 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
142 -> 143 ;
144 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
142 -> 144 ;
145 [label="X[1] <= 26.5\ngini = 0.459\nsamples = 202\nvalue = [72, 130]"] ;
139 -> 145 ;
146 [label="X[14] <= 1.5\ngini = 0.426\nsamples = 153\nvalue = [47, 106]"] ;
145 -> 146 ;
147 [label="X[5] <= 2.5\ngini = 0.371\nsamples = 114\nvalue = [28, 86]"] ;
146 -> 147 ;
148 [label="X[6] <= 3.5\ngini = 0.117\nsamples = 32\nvalue = [2, 30]"] ;
147 -> 148 ;
149 [label="X[2] <= 3.5\ngini = 0.062\nsamples = 31\nvalue = [1, 30]"] ;
148 -> 149 ;
150 [label="gini = 0.0\nsamples = 29\nvalue = [0, 29]"] ;
149 -> 150 ;
151 [label="X[3] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
149 -> 151 ;
152 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
151 -> 152 ;
153 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
151 -> 153 ;
154 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
148 -> 154 ;
155 [label="X[4] <= 5306.5\ngini = 0.433\nsamples = 82\nvalue = [26, 56]"] ;
147 -> 155 ;
156 [label="X[4] <= 3915.5\ngini = 0.459\nsamples = 70\nvalue = [25, 45]"] ;
155 -> 156 ;
157 [label="X[10] <= 3.5\ngini = 0.414\nsamples = 58\nvalue = [17, 41]"] ;
156 -> 157 ;
158 [label="X[6] <= 1.5\ngini = 0.463\nsamples = 44\nvalue = [16, 28]"] ;
157 -> 158 ;
159 [label="X[15] <= 1.5\ngini = 0.365\nsamples = 25\nvalue = [6, 19]"] ;
158 -> 159 ;
160 [label="X[12] <= 24.5\ngini = 0.255\nsamples = 20\nvalue = [3, 17]"] ;
159 -> 160 ;
161 [label="X[1] <= 15.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
160 -> 161 ;
162 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
161 -> 162 ;
163 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
161 -> 163 ;
164 [label="X[12] <= 35.5\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
160 -> 164 ;
165 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
164 -> 165 ;
166 [label="X[7] <= 3.0\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
164 -> 166 ;
167 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
166 -> 167 ;
168 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
166 -> 168 ;
169 [label="X[8] <= 2.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
159 -> 169 ;
170 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
169 -> 170 ;
171 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
169 -> 171 ;
172 [label="X[3] <= 3.5\ngini = 0.499\nsamples = 19\nvalue = [10, 9]"] ;
158 -> 172 ;
173 [label="X[2] <= 2.0\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
172 -> 173 ;
174 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
173 -> 174 ;
175 [label="X[10] <= 2.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
173 -> 175 ;
176 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
175 -> 176 ;
177 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
175 -> 177 ;
178 [label="X[10] <= 1.5\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
172 -> 178 ;
179 [label="X[7] <= 3.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
178 -> 179 ;
180 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
179 -> 180 ;
181 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
179 -> 181 ;
182 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
178 -> 182 ;
183 [label="X[4] <= 1951.0\ngini = 0.133\nsamples = 14\nvalue = [1, 13]"] ;
157 -> 183 ;
184 [label="X[0] <= 1.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
183 -> 184 ;
185 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
184 -> 185 ;
186 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
184 -> 186 ;
187 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
183 -> 187 ;
188 [label="X[12] <= 24.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
156 -> 188 ;
189 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
188 -> 189 ;
190 [label="X[10] <= 1.5\ngini = 0.32\nsamples = 10\nvalue = [8, 2]"] ;
188 -> 190 ;
191 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
190 -> 191 ;
192 [label="X[12] <= 28.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]"] ;
190 -> 192 ;
193 [label="X[2] <= 2.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
192 -> 193 ;
194 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
193 -> 194 ;
195 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
193 -> 195 ;
196 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
192 -> 196 ;
197 [label="X[12] <= 48.5\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
155 -> 197 ;
198 [label="gini = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
197 -> 198 ;
199 [label="X[0] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
197 -> 199 ;
200 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
199 -> 200 ;
201 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
199 -> 201 ;
202 [label="X[2] <= 3.5\ngini = 0.5\nsamples = 39\nvalue = [19, 20]"] ;
146 -> 202 ;
203 [label="X[7] <= 2.5\ngini = 0.484\nsamples = 34\nvalue = [14, 20]"] ;
202 -> 203 ;
204 [label="X[4] <= 2059.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]"] ;
203 -> 204 ;
205 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
204 -> 205 ;
206 [label="X[11] <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [1, 11]"] ;
204 -> 206 ;
207 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
206 -> 207 ;
208 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
206 -> 208 ;
209 [label="X[4] <= 1870.0\ngini = 0.495\nsamples = 20\nvalue = [11, 9]"] ;
203 -> 209 ;
210 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
209 -> 210 ;
211 [label="X[4] <= 5551.5\ngini = 0.43\nsamples = 16\nvalue = [11, 5]"] ;
209 -> 211 ;
212 [label="X[12] <= 62.5\ngini = 0.337\nsamples = 14\nvalue = [11, 3]"] ;
211 -> 212 ;
213 [label="X[4] <= 2662.0\ngini = 0.26\nsamples = 13\nvalue = [11, 2]"] ;
212 -> 213 ;
214 [label="X[18] <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
213 -> 214 ;
215 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
214 -> 215 ;
216 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
214 -> 216 ;
217 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
213 -> 217 ;
218 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
212 -> 218 ;
219 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
211 -> 219 ;
220 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
202 -> 220 ;
221 [label="X[7] <= 3.5\ngini = 0.5\nsamples = 49\nvalue = [25, 24]"] ;
145 -> 221 ;
222 [label="X[12] <= 26.5\ngini = 0.423\nsamples = 23\nvalue = [7, 16]"] ;
221 -> 222 ;
223 [label="X[5] <= 1.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
222 -> 223 ;
224 [label="X[12] <= 22.5\ngini = 0.375\nsamples = 4\nvalue = [1, 3]"] ;
223 -> 224 ;
225 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
224 -> 225 ;
226 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
224 -> 226 ;
227 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
223 -> 227 ;
228 [label="X[6] <= 2.0\ngini = 0.231\nsamples = 15\nvalue = [2, 13]"] ;
222 -> 228 ;
229 [label="gini = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
228 -> 229 ;
230 [label="X[7] <= 1.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
228 -> 230 ;
231 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
230 -> 231 ;
232 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
230 -> 232 ;
233 [label="X[4] <= 3713.0\ngini = 0.426\nsamples = 26\nvalue = [18, 8]"] ;
221 -> 233 ;
234 [label="X[6] <= 2.5\ngini = 0.5\nsamples = 16\nvalue = [8, 8]"] ;
233 -> 234 ;
235 [label="X[10] <= 1.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
234 -> 235 ;
236 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
235 -> 236 ;
237 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
235 -> 237 ;
238 [label="X[15] <= 1.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
234 -> 238 ;
239 [label="X[3] <= 6.0\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
238 -> 239 ;
240 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
239 -> 240 ;
241 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
239 -> 241 ;
242 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
238 -> 242 ;
243 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
233 -> 243 ;
244 [label="X[2] <= 2.5\ngini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
138 -> 244 ;
245 [label="X[7] <= 1.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
244 -> 245 ;
246 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
245 -> 246 ;
247 [label="X[11] <= 2.0\ngini = 0.48\nsamples = 5\nvalue = [3, 2]"] ;
245 -> 247 ;
248 [label="X[12] <= 43.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
247 -> 248 ;
249 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
248 -> 249 ;
250 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
248 -> 250 ;
251 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
247 -> 251 ;
252 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
244 -> 252 ;
253 [label="X[17] <= 1.5\ngini = 0.153\nsamples = 24\nvalue = [2, 22]"] ;
137 -> 253 ;
254 [label="X[12] <= 61.0\ngini = 0.087\nsamples = 22\nvalue = [1, 21]"] ;
253 -> 254 ;
255 [label="gini = 0.0\nsamples = 20\nvalue = [0, 20]"] ;
254 -> 255 ;
256 [label="X[11] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
254 -> 256 ;
257 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
256 -> 257 ;
258 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
256 -> 258 ;
259 [label="X[9] <= 1.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
253 -> 259 ;
260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
259 -> 260 ;
261 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
259 -> 261 ;
262 [label="X[5] <= 0.5\ngini = 0.342\nsamples = 32\nvalue = [25, 7]"] ;
82 -> 262 ;
263 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
262 -> 263 ;
264 [label="X[10] <= 1.5\ngini = 0.238\nsamples = 29\nvalue = [25, 4]"] ;
262 -> 264 ;
265 [label="X[16] <= 2.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
264 -> 265 ;
266 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
265 -> 266 ;
267 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
265 -> 267 ;
268 [label="X[6] <= 3.5\ngini = 0.142\nsamples = 26\nvalue = [24, 2]"] ;
264 -> 268 ;
269 [label="X[17] <= 1.5\ngini = 0.077\nsamples = 25\nvalue = [24, 1]"] ;
268 -> 269 ;
270 [label="gini = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
269 -> 270 ;
271 [label="X[11] <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
269 -> 271 ;
272 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
271 -> 272 ;
273 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
271 -> 273 ;
274 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
268 -> 274 ;
}