classtree2.dot

digraph Tree {
0 [label="X[6] <= 24.7500\ngini = 0.0317248696112\nsamples = 7966", shape="box"] ;
1 [label="X[6] <= 20.1500\ngini = 0.0174063170594\nsamples = 7877", shape="box"] ;
0 -> 1 ;
2 [label="X[10] <= 0.0650\ngini = 0.0137476834819\nsamples = 7671", shape="box"] ;
1 -> 2 ;
3 [label="X[1] <= 26.0000\ngini = 0.375\nsamples = 8", shape="box"] ;
2 -> 3 ;
4 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
3 -> 4 ;
5 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
3 -> 5 ;
6 [label="X[6] <= 13.2500\ngini = 0.0132448777041\nsamples = 7663", shape="box"] ;
2 -> 6 ;
7 [label="X[0] <= 8.5000\ngini = 0.00689596775559\nsamples = 6075", shape="box"] ;
6 -> 7 ;
8 [label="X[5] <= 93.5000\ngini = 0.000964203802982\nsamples = 4147", shape="box"] ;
7 -> 8 ;
9 [label="X[1] <= 5.5000\ngini = 0.00049925109219\nsamples = 4005", shape="box"] ;
8 -> 9 ;
10 [label="X[8] <= 25.0000\ngini = 0.00327867968432\nsamples = 609", shape="box"] ;
9 -> 10 ;
11 [label="X[8] <= 15.0000\ngini = 0.0168055156564\nsamples = 118", shape="box"] ;
10 -> 11 ;
12 [label="gini = 0.0000\nsamples = 103\nvalue = [   0.    0.    0.  103.]", shape="box"] ;
11 -> 12 ;
13 [label="X[5] <= 66.5000\ngini = 0.124444444444\nsamples = 15", shape="box"] ;
11 -> 13 ;
14 [label="gini = 0.0000\nsamples = 12\nvalue = [  0.   0.   0.  12.]", shape="box"] ;
13 -> 14 ;
15 [label="X[6] <= 10.9500\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
13 -> 15 ;
16 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
15 -> 16 ;
17 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
15 -> 17 ;
18 [label="gini = 0.0000\nsamples = 491\nvalue = [   0.    0.    0.  491.]", shape="box"] ;
10 -> 18 ;
19 [label="gini = 0.0000\nsamples = 3396\nvalue = [    0.     0.     0.  3396.]", shape="box"] ;
9 -> 19 ;
20 [label="X[0] <= 1.5000\ngini = 0.0139853203729\nsamples = 142", shape="box"] ;
8 -> 20 ;
21 [label="X[8] <= 160.0000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
20 -> 21 ;
22 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
21 -> 22 ;
23 [label="gini = 0.0000\nsamples = 5\nvalue = [ 0.  0.  0.  5.]", shape="box"] ;
21 -> 23 ;
24 [label="gini = 0.0000\nsamples = 136\nvalue = [   0.    0.    0.  136.]", shape="box"] ;
20 -> 24 ;
25 [label="X[0] <= 10.5000\ngini = 0.0195664244762\nsamples = 1928", shape="box"] ;
7 -> 25 ;
26 [label="X[7] <= 34.5500\ngini = 0.0328659893306\nsamples = 1022", shape="box"] ;
25 -> 26 ;
27 [label="X[12] <= 15.4500\ngini = 0.5\nsamples = 2", shape="box"] ;
26 -> 27 ;
28 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
27 -> 28 ;
29 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.  0.  0.]", shape="box"] ;
27 -> 29 ;
30 [label="X[1] <= 7.5000\ngini = 0.0310015378701\nsamples = 1020", shape="box"] ;
26 -> 30 ;
31 [label="X[12] <= 46.0500\ngini = 0.0744378698225\nsamples = 260", shape="box"] ;
30 -> 31 ;
32 [label="X[7] <= 63.0500\ngini = 0.497041420118\nsamples = 13", shape="box"] ;
31 -> 32 ;
33 [label="X[5] <= 66.0000\ngini = 0.5\nsamples = 12", shape="box"] ;
32 -> 33 ;
34 [label="X[5] <= 46.0000\ngini = 0.5\nsamples = 8", shape="box"] ;
33 -> 34 ;
35 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
34 -> 35 ;
36 [label="X[11] <= 5000.0000\ngini = 0.5\nsamples = 6", shape="box"] ;
34 -> 36 ;
37 [label="X[5] <= 50.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
36 -> 37 ;
38 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
37 -> 38 ;
39 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
37 -> 39 ;
40 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
36 -> 40 ;
41 [label="X[12] <= 41.4500\ngini = 0.5\nsamples = 4", shape="box"] ;
33 -> 41 ;
42 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
41 -> 42 ;
43 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
41 -> 43 ;
44 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
32 -> 44 ;
45 [label="X[12] <= 55.2000\ngini = 0.0240620236359\nsamples = 247", shape="box"] ;
31 -> 45 ;
46 [label="X[8] <= 95.0000\ngini = 0.129132231405\nsamples = 44", shape="box"] ;
45 -> 46 ;
47 [label="X[1] <= 1.5000\ngini = 0.277777777778\nsamples = 12", shape="box"] ;
46 -> 47 ;
48 [label="X[3] <= 18.5000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
47 -> 48 ;
49 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
48 -> 49 ;
50 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  2.  0.]", shape="box"] ;
48 -> 50 ;
51 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
47 -> 51 ;
52 [label="X[11] <= 6500.0000\ngini = 0.060546875\nsamples = 32", shape="box"] ;
46 -> 52 ;
53 [label="gini = 0.0000\nsamples = 26\nvalue = [  0.   0.   0.  26.]", shape="box"] ;
52 -> 53 ;
54 [label="X[11] <= 7750.0000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
52 -> 54 ;
55 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
54 -> 55 ;
56 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
54 -> 56 ;
57 [label="gini = 0.0000\nsamples = 203\nvalue = [   0.    0.    0.  203.]", shape="box"] ;
45 -> 57 ;
58 [label="X[6] <= 10.9500\ngini = 0.015682132964\nsamples = 760", shape="box"] ;
30 -> 58 ;
59 [label="gini = 0.0000\nsamples = 639\nvalue = [   0.    0.    0.  639.]", shape="box"] ;
58 -> 59 ;
60 [label="X[1] <= 27.5000\ngini = 0.0949388702957\nsamples = 121", shape="box"] ;
58 -> 60 ;
61 [label="X[8] <= 55.0000\ngini = 0.0373696145125\nsamples = 105", shape="box"] ;
60 -> 61 ;
62 [label="X[5] <= 52.5000\ngini = 0.172335600907\nsamples = 21", shape="box"] ;
61 -> 62 ;
63 [label="X[12] <= 48.4500\ngini = 0.48\nsamples = 5", shape="box"] ;
62 -> 63 ;
64 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
63 -> 64 ;
65 [label="X[7] <= 69.5500\ngini = 0.5\nsamples = 4", shape="box"] ;
63 -> 65 ;
66 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
65 -> 66 ;
67 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
65 -> 67 ;
68 [label="gini = 0.0000\nsamples = 16\nvalue = [  0.   0.   0.  16.]", shape="box"] ;
62 -> 68 ;
69 [label="gini = 0.0000\nsamples = 84\nvalue = [  0.   0.   0.  84.]", shape="box"] ;
61 -> 69 ;
70 [label="X[8] <= 105.0000\ngini = 0.3984375\nsamples = 16", shape="box"] ;
60 -> 70 ;
71 [label="gini = 0.4444\nsamples = 3\nvalue = [ 0.  0.  2.  1.]", shape="box"] ;
70 -> 71 ;
72 [label="X[10] <= 8.5000\ngini = 0.272189349112\nsamples = 13", shape="box"] ;
70 -> 72 ;
73 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
72 -> 73 ;
74 [label="X[5] <= 70.5000\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
72 -> 74 ;
75 [label="X[6] <= 12.1000\ngini = 0.375\nsamples = 4", shape="box"] ;
74 -> 75 ;
76 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
75 -> 76 ;
77 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
75 -> 77 ;
78 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
74 -> 78 ;
79 [label="X[4] <= 22.5000\ngini = 0.0044052648763\nsamples = 906", shape="box"] ;
25 -> 79 ;
80 [label="X[1] <= 25.0000\ngini = 0.095\nsamples = 40", shape="box"] ;
79 -> 80 ;
81 [label="gini = 0.0000\nsamples = 36\nvalue = [  0.   0.   0.  36.]", shape="box"] ;
80 -> 81 ;
82 [label="X[1] <= 28.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
80 -> 82 ;
83 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
82 -> 83 ;
84 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
82 -> 84 ;
85 [label="gini = 0.0000\nsamples = 866\nvalue = [   0.    0.    0.  866.]", shape="box"] ;
79 -> 85 ;
86 [label="X[12] <= 47.4500\ngini = 0.0372147212405\nsamples = 1588", shape="box"] ;
6 -> 86 ;
87 [label="X[7] <= 25.5500\ngini = 0.0105349794239\nsamples = 945", shape="box"] ;
86 -> 87 ;
88 [label="X[12] <= 11.0500\ngini = 0.18\nsamples = 20", shape="box"] ;
87 -> 88 ;
89 [label="gini = 0.0000\nsamples = 18\nvalue = [  0.   0.   0.  18.]", shape="box"] ;
88 -> 89 ;
90 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
88 -> 90 ;
91 [label="X[3] <= 17.5000\ngini = 0.00647012417823\nsamples = 925", shape="box"] ;
87 -> 91 ;
92 [label="X[6] <= 19.0000\ngini = 0.00245699873973\nsamples = 813", shape="box"] ;
91 -> 92 ;
93 [label="gini = 0.0000\nsamples = 748\nvalue = [   0.    0.    0.  748.]", shape="box"] ;
92 -> 93 ;
94 [label="X[11] <= 4300.0000\ngini = 0.0302958579882\nsamples = 65", shape="box"] ;
92 -> 94 ;
95 [label="gini = 0.0000\nsamples = 57\nvalue = [  0.   0.   0.  57.]", shape="box"] ;
94 -> 95 ;
96 [label="X[8] <= 295.0000\ngini = 0.21875\nsamples = 8", shape="box"] ;
94 -> 96 ;
97 [label="X[8] <= 230.0000\ngini = 0.375\nsamples = 4", shape="box"] ;
96 -> 97 ;
98 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
97 -> 98 ;
99 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  1.  0.  1.]", shape="box"] ;
97 -> 99 ;
100 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
96 -> 100 ;
101 [label="X[12] <= 45.5000\ngini = 0.0350765306122\nsamples = 112", shape="box"] ;
91 -> 101 ;
102 [label="X[12] <= 18.5000\ngini = 0.0196059209881\nsamples = 101", shape="box"] ;
101 -> 102 ;
103 [label="X[12] <= 17.5500\ngini = 0.132653061224\nsamples = 14", shape="box"] ;
102 -> 103 ;
104 [label="gini = 0.0000\nsamples = 13\nvalue = [  0.   0.   0.  13.]", shape="box"] ;
103 -> 104 ;
105 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
103 -> 105 ;
106 [label="gini = 0.0000\nsamples = 87\nvalue = [  0.   0.   0.  87.]", shape="box"] ;
102 -> 106 ;
107 [label="X[6] <= 17.8500\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
101 -> 107 ;
108 [label="gini = 0.0000\nsamples = 10\nvalue = [  0.   0.   0.  10.]", shape="box"] ;
107 -> 108 ;
109 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
107 -> 109 ;
110 [label="X[8] <= 155.0000\ngini = 0.0750564156643\nsamples = 643", shape="box"] ;
86 -> 110 ;
111 [label="X[1] <= 28.5000\ngini = 0.163682725694\nsamples = 192", shape="box"] ;
110 -> 111 ;
112 [label="X[12] <= 71.3500\ngini = 0.132700289647\nsamples = 183", shape="box"] ;
111 -> 112 ;
113 [label="X[0] <= 11.0000\ngini = 0.115976405231\nsamples = 179", shape="box"] ;
112 -> 113 ;
114 [label="X[0] <= 8.5000\ngini = 0.106610488685\nsamples = 177", shape="box"] ;
113 -> 114 ;
115 [label="X[11] <= 1900.0000\ngini = 0.0403868636412\nsamples = 97", shape="box"] ;
114 -> 115 ;
116 [label="gini = 0.0000\nsamples = 83\nvalue = [  0.   0.   0.  83.]", shape="box"] ;
115 -> 116 ;
117 [label="X[1] <= 10.5000\ngini = 0.244897959184\nsamples = 14", shape="box"] ;
115 -> 117 ;
118 [label="X[5] <= 68.0000\ngini = 0.444444444444\nsamples = 6", shape="box"] ;
117 -> 118 ;
119 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
118 -> 119 ;
120 [label="X[4] <= 28.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
118 -> 120 ;
121 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
120 -> 121 ;
122 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
120 -> 122 ;
123 [label="gini = 0.0000\nsamples = 8\nvalue = [ 0.  0.  0.  8.]", shape="box"] ;
117 -> 123 ;
124 [label="X[5] <= 59.5000\ngini = 0.18\nsamples = 80", shape="box"] ;
114 -> 124 ;
125 [label="X[11] <= 1450.0000\ngini = 0.408163265306\nsamples = 14", shape="box"] ;
124 -> 125 ;
126 [label="X[7] <= 76.0000\ngini = 0.462809917355\nsamples = 11", shape="box"] ;
125 -> 126 ;
127 [label="X[12] <= 48.4500\ngini = 0.493827160494\nsamples = 9", shape="box"] ;
126 -> 127 ;
128 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
127 -> 128 ;
129 [label="X[7] <= 67.0000\ngini = 0.5\nsamples = 8", shape="box"] ;
127 -> 129 ;
130 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
129 -> 130 ;
131 [label="X[8] <= 75.0000\ngini = 0.5\nsamples = 6", shape="box"] ;
129 -> 131 ;
132 [label="X[5] <= 52.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
131 -> 132 ;
133 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
132 -> 133 ;
134 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
132 -> 134 ;
135 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
131 -> 135 ;
136 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
126 -> 136 ;
137 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
125 -> 137 ;
138 [label="X[10] <= 4.0000\ngini = 0.113865932048\nsamples = 66", shape="box"] ;
124 -> 138 ;
139 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
138 -> 139 ;
140 [label="X[3] <= 11.5000\ngini = 0.08935546875\nsamples = 64", shape="box"] ;
138 -> 140 ;
141 [label="X[3] <= 9.5000\ngini = 0.197530864198\nsamples = 27", shape="box"] ;
140 -> 141 ;
142 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.   0.   0.  15.]", shape="box"] ;
141 -> 142 ;
143 [label="X[0] <= 9.5000\ngini = 0.375\nsamples = 12", shape="box"] ;
141 -> 143 ;
144 [label="X[5] <= 63.5000\ngini = 0.21875\nsamples = 8", shape="box"] ;
143 -> 144 ;
145 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
144 -> 145 ;
146 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
144 -> 146 ;
147 [label="X[3] <= 10.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
143 -> 147 ;
148 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
147 -> 148 ;
149 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
147 -> 149 ;
150 [label="gini = 0.0000\nsamples = 37\nvalue = [  0.   0.   0.  37.]", shape="box"] ;
140 -> 150 ;
151 [label="X[4] <= 35.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
113 -> 151 ;
152 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
151 -> 152 ;
153 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
151 -> 153 ;
154 [label="X[12] <= 71.8000\ngini = 0.5\nsamples = 4", shape="box"] ;
112 -> 154 ;
155 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
154 -> 155 ;
156 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
154 -> 156 ;
157 [label="X[3] <= 19.0000\ngini = 0.592592592593\nsamples = 9", shape="box"] ;
111 -> 157 ;
158 [label="X[5] <= 85.5000\ngini = 0.408163265306\nsamples = 7", shape="box"] ;
157 -> 158 ;
159 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
158 -> 159 ;
160 [label="gini = 0.5000\nsamples = 4\nvalue = [ 0.  0.  2.  2.]", shape="box"] ;
158 -> 160 ;
161 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
157 -> 161 ;
162 [label="X[0] <= 7.5000\ngini = 0.0348474196292\nsamples = 451", shape="box"] ;
110 -> 162 ;
163 [label="gini = 0.0000\nsamples = 210\nvalue = [   0.    0.    0.  210.]", shape="box"] ;
162 -> 163 ;
164 [label="X[3] <= 13.5000\ngini = 0.064186222689\nsamples = 241", shape="box"] ;
162 -> 164 ;
165 [label="gini = 0.0000\nsamples = 113\nvalue = [   0.    0.    0.  113.]", shape="box"] ;
164 -> 165 ;
166 [label="X[1] <= 9.0000\ngini = 0.1171875\nsamples = 128", shape="box"] ;
164 -> 166 ;
167 [label="gini = 0.0000\nsamples = 45\nvalue = [  0.   0.   0.  45.]", shape="box"] ;
166 -> 167 ;
168 [label="X[5] <= 69.5000\ngini = 0.174190738859\nsamples = 83", shape="box"] ;
166 -> 168 ;
169 [label="gini = 0.0000\nsamples = 21\nvalue = [  0.   0.   0.  21.]", shape="box"] ;
168 -> 169 ;
170 [label="X[5] <= 70.5000\ngini = 0.224765868887\nsamples = 62", shape="box"] ;
168 -> 170 ;
171 [label="X[3] <= 14.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
170 -> 171 ;
172 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
171 -> 172 ;
173 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
171 -> 173 ;
174 [label="X[8] <= 225.0000\ngini = 0.185493460166\nsamples = 58", shape="box"] ;
170 -> 174 ;
175 [label="X[8] <= 195.0000\ngini = 0.16262755102\nsamples = 56", shape="box"] ;
174 -> 175 ;
176 [label="X[12] <= 65.4500\ngini = 0.287334593573\nsamples = 23", shape="box"] ;
175 -> 176 ;
177 [label="gini = 0.0000\nsamples = 10\nvalue = [  0.   0.   0.  10.]", shape="box"] ;
176 -> 177 ;
178 [label="X[3] <= 20.5000\ngini = 0.426035502959\nsamples = 13", shape="box"] ;
176 -> 178 ;
179 [label="X[7] <= 71.8500\ngini = 0.493827160494\nsamples = 9", shape="box"] ;
178 -> 179 ;
180 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
179 -> 180 ;
181 [label="X[1] <= 14.0000\ngini = 0.5\nsamples = 8", shape="box"] ;
179 -> 181 ;
182 [label="X[6] <= 14.9500\ngini = 0.5\nsamples = 4", shape="box"] ;
181 -> 182 ;
183 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
182 -> 183 ;
184 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
182 -> 184 ;
185 [label="X[5] <= 75.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
181 -> 185 ;
186 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
185 -> 186 ;
187 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
185 -> 187 ;
188 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
178 -> 188 ;
189 [label="X[5] <= 73.5000\ngini = 0.058769513315\nsamples = 33", shape="box"] ;
175 -> 189 ;
190 [label="X[0] <= 9.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
189 -> 190 ;
191 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
190 -> 191 ;
192 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
190 -> 192 ;
193 [label="gini = 0.0000\nsamples = 29\nvalue = [  0.   0.   0.  29.]", shape="box"] ;
189 -> 193 ;
194 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
174 -> 194 ;
195 [label="X[10] <= 2.7500\ngini = 0.144594212461\nsamples = 206", shape="box"] ;
1 -> 195 ;
196 [label="X[5] <= 90.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
195 -> 196 ;
197 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
196 -> 197 ;
198 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
196 -> 198 ;
199 [label="X[7] <= 26.5500\ngini = 0.129583343444\nsamples = 203", shape="box"] ;
195 -> 199 ;
200 [label="X[0] <= 7.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
199 -> 200 ;
201 [label="X[7] <= 22.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
200 -> 201 ;
202 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
201 -> 202 ;
203 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
201 -> 203 ;
204 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
200 -> 204 ;
205 [label="X[12] <= 60.4500\ngini = 0.114340546956\nsamples = 199", shape="box"] ;
199 -> 205 ;
206 [label="X[7] <= 46.2000\ngini = 0.0814848347669\nsamples = 188", shape="box"] ;
205 -> 206 ;
207 [label="X[1] <= 10.0000\ngini = 0.176085663296\nsamples = 82", shape="box"] ;
206 -> 207 ;
208 [label="X[12] <= 34.1000\ngini = 0.5\nsamples = 6", shape="box"] ;
207 -> 208 ;
209 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
208 -> 209 ;
210 [label="X[3] <= 11.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
208 -> 210 ;
211 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
210 -> 211 ;
212 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
210 -> 212 ;
213 [label="X[0] <= 2.5000\ngini = 0.122922437673\nsamples = 76", shape="box"] ;
207 -> 213 ;
214 [label="X[1] <= 21.5000\ngini = 0.270551508845\nsamples = 31", shape="box"] ;
213 -> 214 ;
215 [label="gini = 0.0000\nsamples = 13\nvalue = [  0.   0.   0.  13.]", shape="box"] ;
214 -> 215 ;
216 [label="X[12] <= 25.1000\ngini = 0.401234567901\nsamples = 18", shape="box"] ;
214 -> 216 ;
217 [label="X[6] <= 22.4500\ngini = 0.359861591696\nsamples = 17", shape="box"] ;
216 -> 217 ;
218 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
217 -> 218 ;
219 [label="X[8] <= 255.0000\ngini = 0.48\nsamples = 10", shape="box"] ;
217 -> 219 ;
220 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
219 -> 220 ;
221 [label="X[6] <= 23.6000\ngini = 0.5\nsamples = 8", shape="box"] ;
219 -> 221 ;
222 [label="X[7] <= 39.5500\ngini = 0.5\nsamples = 4", shape="box"] ;
221 -> 222 ;
223 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
222 -> 223 ;
224 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
222 -> 224 ;
225 [label="X[12] <= 17.0500\ngini = 0.5\nsamples = 4", shape="box"] ;
221 -> 225 ;
226 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
225 -> 226 ;
227 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
225 -> 227 ;
228 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
216 -> 228 ;
229 [label="gini = 0.0000\nsamples = 45\nvalue = [  0.   0.   0.  45.]", shape="box"] ;
213 -> 229 ;
230 [label="gini = 0.0000\nsamples = 106\nvalue = [   0.    0.    0.  106.]", shape="box"] ;
206 -> 230 ;
231 [label="X[1] <= 23.5000\ngini = 0.528925619835\nsamples = 11", shape="box"] ;
205 -> 231 ;
232 [label="X[7] <= 75.4500\ngini = 0.345679012346\nsamples = 9", shape="box"] ;
231 -> 232 ;
233 [label="X[3] <= 13.5000\ngini = 0.48\nsamples = 5", shape="box"] ;
232 -> 233 ;
234 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
233 -> 234 ;
235 [label="X[7] <= 69.7000\ngini = 0.5\nsamples = 4", shape="box"] ;
233 -> 235 ;
236 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
235 -> 236 ;
237 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
235 -> 237 ;
238 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
232 -> 238 ;
239 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
231 -> 239 ;
240 [label="X[11] <= 550.0000\ngini = 0.461557884106\nsamples = 89", shape="box"] ;
0 -> 240 ;
241 [label="X[6] <= 28.2000\ngini = 0.110726643599\nsamples = 17", shape="box"] ;
240 -> 241 ;
242 [label="gini = 0.0000\nsamples = 14\nvalue = [  0.   0.   0.  14.]", shape="box"] ;
241 -> 242 ;
243 [label="X[12] <= 24.5500\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
241 -> 243 ;
244 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
243 -> 244 ;
245 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
243 -> 245 ;
246 [label="X[12] <= 46.2000\ngini = 0.335262345679\nsamples = 72", shape="box"] ;
240 -> 246 ;
247 [label="X[1] <= 7.5000\ngini = 0.200783196867\nsamples = 53", shape="box"] ;
246 -> 247 ;
248 [label="X[11] <= 1900.0000\ngini = 0.432132963989\nsamples = 19", shape="box"] ;
247 -> 248 ;
249 [label="gini = 0.0000\nsamples = 6\nvalue = [ 6.  0.  0.  0.]", shape="box"] ;
248 -> 249 ;
250 [label="X[11] <= 2850.0000\ngini = 0.497041420118\nsamples = 13", shape="box"] ;
248 -> 250 ;
251 [label="X[6] <= 27.6500\ngini = 0.5\nsamples = 10", shape="box"] ;
250 -> 251 ;
252 [label="X[11] <= 2500.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
251 -> 252 ;
253 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
252 -> 253 ;
254 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
252 -> 254 ;
255 [label="X[10] <= 8.0000\ngini = 0.5\nsamples = 6", shape="box"] ;
251 -> 255 ;
256 [label="X[7] <= 43.5500\ngini = 0.5\nsamples = 4", shape="box"] ;
255 -> 256 ;
257 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
256 -> 257 ;
258 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
256 -> 258 ;
259 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
255 -> 259 ;
260 [label="X[8] <= 45.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
250 -> 260 ;
261 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
260 -> 261 ;
262 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
260 -> 262 ;
263 [label="gini = 0.0000\nsamples = 34\nvalue = [ 34.   0.   0.   0.]", shape="box"] ;
247 -> 263 ;
264 [label="X[6] <= 28.7500\ngini = 0.542936288089\nsamples = 19", shape="box"] ;
246 -> 264 ;
265 [label="X[3] <= 7.0000\ngini = 0.34\nsamples = 10", shape="box"] ;
264 -> 265 ;
266 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
265 -> 266 ;
267 [label="X[6] <= 27.0500\ngini = 0.197530864198\nsamples = 9", shape="box"] ;
265 -> 267 ;
268 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
267 -> 268 ;
269 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
267 -> 269 ;
270 [label="gini = 0.0000\nsamples = 9\nvalue = [ 9.  0.  0.  0.]", shape="box"] ;
264 -> 270 ;
}