classtree3.dot

digraph Tree {
0 [label="X[5] <= 6.0000\ngini = 0.0334198399941\nsamples = 7966", shape="box"] ;
1 [label="X[10] <= 300.0000\ngini = 0.197530864198\nsamples = 9", shape="box"] ;
0 -> 1 ;
2 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
1 -> 2 ;
3 [label="gini = 0.0000\nsamples = 8\nvalue = [ 8.  0.  0.  0.]", shape="box"] ;
1 -> 3 ;
4 [label="X[9] <= 6.5000\ngini = 0.0315049239859\nsamples = 7957", shape="box"] ;
0 -> 4 ;
5 [label="X[10] <= 850.0000\ngini = 0.145498230061\nsamples = 649", shape="box"] ;
4 -> 5 ;
6 [label="X[9] <= 0.0650\ngini = 0.0446151859504\nsamples = 528", shape="box"] ;
5 -> 6 ;
7 [label="X[11] <= 51.4500\ngini = 0.48\nsamples = 5", shape="box"] ;
6 -> 7 ;
8 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
7 -> 8 ;
9 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
7 -> 9 ;
10 [label="X[10] <= 550.0000\ngini = 0.0376632825039\nsamples = 523", shape="box"] ;
6 -> 10 ;
11 [label="X[0] <= 1.5000\ngini = 0.0133031728316\nsamples = 448", shape="box"] ;
10 -> 11 ;
12 [label="X[1] <= 16.5000\ngini = 0.156734693878\nsamples = 35", shape="box"] ;
11 -> 12 ;
13 [label="X[11] <= 50.9000\ngini = 0.5\nsamples = 6", shape="box"] ;
12 -> 13 ;
14 [label="X[3] <= 11.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
13 -> 14 ;
15 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
14 -> 15 ;
16 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
14 -> 16 ;
17 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
13 -> 17 ;
18 [label="gini = 0.0000\nsamples = 29\nvalue = [  0.   0.   0.  29.]", shape="box"] ;
12 -> 18 ;
19 [label="gini = 0.0000\nsamples = 413\nvalue = [   0.    0.    0.  413.]", shape="box"] ;
11 -> 19 ;
20 [label="X[7] <= 320.0000\ngini = 0.173511111111\nsamples = 75", shape="box"] ;
10 -> 20 ;
21 [label="X[1] <= 28.5000\ngini = 0.107518349534\nsamples = 71", shape="box"] ;
20 -> 21 ;
22 [label="X[5] <= 88.5000\ngini = 0.0344721452755\nsamples = 57", shape="box"] ;
21 -> 22 ;
23 [label="X[7] <= 65.0000\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
22 -> 23 ;
24 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
23 -> 24 ;
25 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
23 -> 25 ;
26 [label="gini = 0.0000\nsamples = 46\nvalue = [  0.   0.   0.  46.]", shape="box"] ;
22 -> 26 ;
27 [label="X[9] <= 2.2500\ngini = 0.357142857143\nsamples = 14", shape="box"] ;
21 -> 27 ;
28 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
27 -> 28 ;
29 [label="X[9] <= 2.7500\ngini = 0.260355029586\nsamples = 13", shape="box"] ;
27 -> 29 ;
30 [label="gini = 0.4444\nsamples = 6\nvalue = [ 0.  0.  2.  4.]", shape="box"] ;
29 -> 30 ;
31 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
29 -> 31 ;
32 [label="X[4] <= 43.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
20 -> 32 ;
33 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
32 -> 33 ;
34 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.  0.  0.]", shape="box"] ;
32 -> 34 ;
35 [label="X[0] <= 9.5000\ngini = 0.436855406051\nsamples = 121", shape="box"] ;
5 -> 35 ;
36 [label="gini = 0.0000\nsamples = 42\nvalue = [  0.   0.   0.  42.]", shape="box"] ;
35 -> 36 ;
37 [label="X[1] <= 8.5000\ngini = 0.499919884634\nsamples = 79", shape="box"] ;
35 -> 37 ;
38 [label="X[11] <= 37.6500\ngini = 0.263671875\nsamples = 32", shape="box"] ;
37 -> 38 ;
39 [label="X[1] <= 4.0000\ngini = 0.408163265306\nsamples = 7", shape="box"] ;
38 -> 39 ;
40 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
39 -> 40 ;
41 [label="X[11] <= 37.2000\ngini = 0.5\nsamples = 4", shape="box"] ;
39 -> 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 = 25\nvalue = [ 25.   0.   0.   0.]", shape="box"] ;
38 -> 44 ;
45 [label="X[6] <= 61.5500\ngini = 0.380262562245\nsamples = 47", shape="box"] ;
37 -> 45 ;
46 [label="X[4] <= 22.5000\ngini = 0.145429362881\nsamples = 38", shape="box"] ;
45 -> 46 ;
47 [label="X[4] <= 15.5000\ngini = 0.444444444444\nsamples = 9", shape="box"] ;
46 -> 47 ;
48 [label="gini = 0.0000\nsamples = 5\nvalue = [ 0.  0.  0.  5.]", shape="box"] ;
47 -> 48 ;
49 [label="X[0] <= 11.0000\ngini = 0.375\nsamples = 4", shape="box"] ;
47 -> 49 ;
50 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
49 -> 50 ;
51 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.  0.  0.]", shape="box"] ;
49 -> 51 ;
52 [label="gini = 0.0000\nsamples = 29\nvalue = [  0.   0.   0.  29.]", shape="box"] ;
46 -> 52 ;
53 [label="gini = 0.0000\nsamples = 9\nvalue = [ 9.  0.  0.  0.]", shape="box"] ;
45 -> 53 ;
54 [label="X[0] <= 8.5000\ngini = 0.0206333403137\nsamples = 7308", shape="box"] ;
4 -> 54 ;
55 [label="X[0] <= 2.5000\ngini = 0.0112789748101\nsamples = 4943", shape="box"] ;
54 -> 55 ;
56 [label="X[4] <= 12.0000\ngini = 0.0281399609864\nsamples = 1191", shape="box"] ;
55 -> 56 ;
57 [label="X[4] <= 10.5000\ngini = 0.260355029586\nsamples = 13", shape="box"] ;
56 -> 57 ;
58 [label="gini = 0.0000\nsamples = 11\nvalue = [  0.   0.   0.  11.]", shape="box"] ;
57 -> 58 ;
59 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
57 -> 59 ;
60 [label="X[5] <= 50.5000\ngini = 0.0251426117185\nsamples = 1178", shape="box"] ;
56 -> 60 ;
61 [label="X[3] <= 6.5000\ngini = 0.0596449704142\nsamples = 390", shape="box"] ;
60 -> 61 ;
62 [label="X[11] <= 10.4500\ngini = 0.375\nsamples = 12", shape="box"] ;
61 -> 62 ;
63 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
62 -> 63 ;
64 [label="X[7] <= 265.0000\ngini = 0.18\nsamples = 10", shape="box"] ;
62 -> 64 ;
65 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
64 -> 65 ;
66 [label="gini = 0.0000\nsamples = 8\nvalue = [ 0.  0.  0.  8.]", shape="box"] ;
64 -> 66 ;
67 [label="X[10] <= 3600.0000\ngini = 0.046485260771\nsamples = 378", shape="box"] ;
61 -> 67 ;
68 [label="X[1] <= 24.0000\ngini = 0.0282427894681\nsamples = 349", shape="box"] ;
67 -> 68 ;
69 [label="gini = 0.0000\nsamples = 262\nvalue = [   0.    0.    0.  262.]", shape="box"] ;
68 -> 69 ;
70 [label="X[1] <= 25.5000\ngini = 0.10833663628\nsamples = 87", shape="box"] ;
68 -> 70 ;
71 [label="X[3] <= 11.5000\ngini = 0.459183673469\nsamples = 14", shape="box"] ;
70 -> 71 ;
72 [label="X[11] <= 24.5500\ngini = 0.5\nsamples = 8", shape="box"] ;
71 -> 72 ;
73 [label="X[7] <= 265.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
72 -> 73 ;
74 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
73 -> 74 ;
75 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
73 -> 75 ;
76 [label="X[5] <= 47.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
72 -> 76 ;
77 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
76 -> 77 ;
78 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
76 -> 78 ;
79 [label="X[5] <= 47.0000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
71 -> 79 ;
80 [label="X[6] <= 41.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
79 -> 80 ;
81 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
80 -> 81 ;
82 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
80 -> 82 ;
83 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
79 -> 83 ;
84 [label="gini = 0.0000\nsamples = 73\nvalue = [  0.   0.   0.  73.]", shape="box"] ;
70 -> 84 ;
85 [label="X[5] <= 49.5000\ngini = 0.237812128419\nsamples = 29", shape="box"] ;
67 -> 85 ;
86 [label="X[10] <= 4050.0000\ngini = 0.0739644970414\nsamples = 26", shape="box"] ;
85 -> 86 ;
87 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
86 -> 87 ;
88 [label="gini = 0.0000\nsamples = 25\nvalue = [  0.   0.   0.  25.]", shape="box"] ;
86 -> 88 ;
89 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.  0.  0.]", shape="box"] ;
85 -> 89 ;
90 [label="X[9] <= 7.5000\ngini = 0.00758522507666\nsamples = 788", shape="box"] ;
60 -> 90 ;
91 [label="X[6] <= 47.4500\ngini = 0.152777777778\nsamples = 12", shape="box"] ;
90 -> 91 ;
92 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
91 -> 92 ;
93 [label="X[6] <= 51.2500\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
91 -> 93 ;
94 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
93 -> 94 ;
95 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
93 -> 95 ;
96 [label="X[3] <= 19.5000\ngini = 0.00514135402274\nsamples = 776", shape="box"] ;
90 -> 96 ;
97 [label="gini = 0.0000\nsamples = 663\nvalue = [   0.    0.    0.  663.]", shape="box"] ;
96 -> 97 ;
98 [label="X[11] <= 22.4500\ngini = 0.0347717127418\nsamples = 113", shape="box"] ;
96 -> 98 ;
99 [label="X[11] <= 20.4500\ngini = 0.18836565097\nsamples = 19", shape="box"] ;
98 -> 99 ;
100 [label="gini = 0.0000\nsamples = 16\nvalue = [  0.   0.   0.  16.]", shape="box"] ;
99 -> 100 ;
101 [label="X[7] <= 130.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
99 -> 101 ;
102 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
101 -> 102 ;
103 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
101 -> 103 ;
104 [label="gini = 0.0000\nsamples = 94\nvalue = [  0.   0.   0.  94.]", shape="box"] ;
98 -> 104 ;
105 [label="X[5] <= 93.5000\ngini = 0.00584890616973\nsamples = 3752", shape="box"] ;
55 -> 105 ;
106 [label="X[1] <= 5.5000\ngini = 0.00484592721111\nsamples = 3707", shape="box"] ;
105 -> 106 ;
107 [label="X[10] <= 1450.0000\ngini = 0.0206163194444\nsamples = 576", shape="box"] ;
106 -> 107 ;
108 [label="X[5] <= 92.5000\ngini = 0.00454543095978\nsamples = 439", shape="box"] ;
107 -> 108 ;
109 [label="gini = 0.0000\nsamples = 423\nvalue = [   0.    0.    0.  423.]", shape="box"] ;
108 -> 109 ;
110 [label="X[1] <= 2.5000\ngini = 0.1171875\nsamples = 16", shape="box"] ;
108 -> 110 ;
111 [label="X[3] <= 9.5000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
110 -> 111 ;
112 [label="X[11] <= 49.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
111 -> 112 ;
113 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
112 -> 113 ;
114 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
112 -> 114 ;
115 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
111 -> 115 ;
116 [label="gini = 0.0000\nsamples = 10\nvalue = [  0.   0.   0.  10.]", shape="box"] ;
110 -> 116 ;
117 [label="X[10] <= 2050.0000\ngini = 0.07032873355\nsamples = 137", shape="box"] ;
107 -> 117 ;
118 [label="X[6] <= 55.6500\ngini = 0.228531855956\nsamples = 38", shape="box"] ;
117 -> 118 ;
119 [label="gini = 0.0000\nsamples = 23\nvalue = [  0.   0.   0.  23.]", shape="box"] ;
118 -> 119 ;
120 [label="X[3] <= 13.5000\ngini = 0.444444444444\nsamples = 15", shape="box"] ;
118 -> 120 ;
121 [label="gini = 0.0000\nsamples = 5\nvalue = [ 0.  0.  0.  5.]", shape="box"] ;
120 -> 121 ;
122 [label="X[5] <= 71.0000\ngini = 0.5\nsamples = 10", shape="box"] ;
120 -> 122 ;
123 [label="X[10] <= 1900.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
122 -> 123 ;
124 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
123 -> 124 ;
125 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
123 -> 125 ;
126 [label="X[5] <= 80.0000\ngini = 0.5\nsamples = 6", shape="box"] ;
122 -> 126 ;
127 [label="X[11] <= 47.4500\ngini = 0.5\nsamples = 4", shape="box"] ;
126 -> 127 ;
128 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
127 -> 128 ;
129 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
127 -> 129 ;
130 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
126 -> 130 ;
131 [label="gini = 0.0000\nsamples = 99\nvalue = [  0.   0.   0.  99.]", shape="box"] ;
117 -> 131 ;
132 [label="X[1] <= 8.5000\ngini = 0.00191489255353\nsamples = 3131", shape="box"] ;
106 -> 132 ;
133 [label="X[3] <= 19.5000\ngini = 0.010526021108\nsamples = 378", shape="box"] ;
132 -> 133 ;
134 [label="gini = 0.0000\nsamples = 334\nvalue = [   0.    0.    0.  334.]", shape="box"] ;
133 -> 134 ;
135 [label="X[0] <= 3.5000\ngini = 0.0867768595041\nsamples = 44", shape="box"] ;
133 -> 135 ;
136 [label="X[1] <= 7.5000\ngini = 0.444444444444\nsamples = 6", shape="box"] ;
135 -> 136 ;
137 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
136 -> 137 ;
138 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
136 -> 138 ;
139 [label="gini = 0.0000\nsamples = 38\nvalue = [  0.   0.   0.  38.]", shape="box"] ;
135 -> 139 ;
140 [label="X[7] <= 75.0000\ngini = 0.000726216316671\nsamples = 2753", shape="box"] ;
132 -> 140 ;
141 [label="X[7] <= 65.0000\ngini = 0.00306747742455\nsamples = 651", shape="box"] ;
140 -> 141 ;
142 [label="gini = 0.0000\nsamples = 568\nvalue = [   0.    0.    0.  568.]", shape="box"] ;
141 -> 142 ;
143 [label="X[3] <= 16.5000\ngini = 0.0238060676441\nsamples = 83", shape="box"] ;
141 -> 143 ;
144 [label="gini = 0.0000\nsamples = 66\nvalue = [  0.   0.   0.  66.]", shape="box"] ;
143 -> 144 ;
145 [label="X[0] <= 5.5000\ngini = 0.110726643599\nsamples = 17", shape="box"] ;
143 -> 145 ;
146 [label="gini = 0.0000\nsamples = 12\nvalue = [  0.   0.   0.  12.]", shape="box"] ;
145 -> 146 ;
147 [label="X[1] <= 18.5000\ngini = 0.32\nsamples = 5", shape="box"] ;
145 -> 147 ;
148 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
147 -> 148 ;
149 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
147 -> 149 ;
150 [label="gini = 0.0000\nsamples = 2102\nvalue = [    0.     0.     0.  2102.]", shape="box"] ;
140 -> 150 ;
151 [label="X[10] <= 650.0000\ngini = 0.0849382716049\nsamples = 45", shape="box"] ;
105 -> 151 ;
152 [label="gini = 0.0000\nsamples = 35\nvalue = [  0.   0.   0.  35.]", shape="box"] ;
151 -> 152 ;
153 [label="X[4] <= 17.5000\ngini = 0.32\nsamples = 10", shape="box"] ;
151 -> 153 ;
154 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  1.  0.]", shape="box"] ;
153 -> 154 ;
155 [label="X[6] <= 74.5500\ngini = 0.197530864198\nsamples = 9", shape="box"] ;
153 -> 155 ;
156 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
155 -> 156 ;
157 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
155 -> 157 ;
158 [label="X[11] <= 14.5500\ngini = 0.0399672818454\nsamples = 2365", shape="box"] ;
54 -> 158 ;
159 [label="X[5] <= 74.5000\ngini = 0.32\nsamples = 5", shape="box"] ;
158 -> 159 ;
160 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.  0.  0.]", shape="box"] ;
159 -> 160 ;
161 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
159 -> 161 ;
162 [label="X[7] <= 175.0000\ngini = 0.0367670927894\nsamples = 2360", shape="box"] ;
158 -> 162 ;
163 [label="X[7] <= 35.0000\ngini = 0.0673362339671\nsamples = 1012", shape="box"] ;
162 -> 163 ;
164 [label="X[10] <= 9750.0000\ngini = 0.00925905895078\nsamples = 430", shape="box"] ;
163 -> 164 ;
165 [label="X[3] <= 5.5000\ngini = 0.00481924899064\nsamples = 414", shape="box"] ;
164 -> 165 ;
166 [label="X[5] <= 80.5000\ngini = 0.0425330812854\nsamples = 46", shape="box"] ;
165 -> 166 ;
167 [label="X[5] <= 77.5000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
166 -> 167 ;
168 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
167 -> 168 ;
169 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
167 -> 169 ;
170 [label="gini = 0.0000\nsamples = 40\nvalue = [  0.   0.   0.  40.]", shape="box"] ;
166 -> 170 ;
171 [label="gini = 0.0000\nsamples = 368\nvalue = [   0.    0.    0.  368.]", shape="box"] ;
165 -> 171 ;
172 [label="X[5] <= 62.0000\ngini = 0.1171875\nsamples = 16", shape="box"] ;
164 -> 172 ;
173 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
172 -> 173 ;
174 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.   0.   0.  15.]", shape="box"] ;
172 -> 174 ;
175 [label="X[3] <= 6.5000\ngini = 0.108507221218\nsamples = 582", shape="box"] ;
163 -> 175 ;
176 [label="X[1] <= 26.0000\ngini = 0.244897959184\nsamples = 56", shape="box"] ;
175 -> 176 ;
177 [label="X[5] <= 68.5000\ngini = 0.0907029478458\nsamples = 42", shape="box"] ;
176 -> 177 ;
178 [label="X[5] <= 67.5000\ngini = 0.375\nsamples = 8", shape="box"] ;
177 -> 178 ;
179 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
178 -> 179 ;
180 [label="X[3] <= 5.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
178 -> 180 ;
181 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
180 -> 181 ;
182 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
180 -> 182 ;
183 [label="gini = 0.0000\nsamples = 34\nvalue = [  0.   0.   0.  34.]", shape="box"] ;
177 -> 183 ;
184 [label="X[5] <= 83.5000\ngini = 0.489795918367\nsamples = 14", shape="box"] ;
176 -> 184 ;
185 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
184 -> 185 ;
186 [label="X[10] <= 2150.0000\ngini = 0.375\nsamples = 8", shape="box"] ;
184 -> 186 ;
187 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.  0.  0.]", shape="box"] ;
186 -> 187 ;
188 [label="X[5] <= 88.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
186 -> 188 ;
189 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
188 -> 189 ;
190 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
188 -> 190 ;
191 [label="X[1] <= 7.5000\ngini = 0.0916667871445\nsamples = 526", shape="box"] ;
175 -> 191 ;
192 [label="X[7] <= 45.0000\ngini = 0.181408373745\nsamples = 121", shape="box"] ;
191 -> 192 ;
193 [label="X[5] <= 82.5000\ngini = 0.486111111111\nsamples = 12", shape="box"] ;
192 -> 193 ;
194 [label="X[0] <= 10.0000\ngini = 0.408163265306\nsamples = 7", shape="box"] ;
193 -> 194 ;
195 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
194 -> 195 ;
196 [label="X[10] <= 2550.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
194 -> 196 ;
197 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
196 -> 197 ;
198 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
196 -> 198 ;
199 [label="gini = 0.0000\nsamples = 5\nvalue = [ 5.  0.  0.  0.]", shape="box"] ;
193 -> 199 ;
200 [label="X[5] <= 45.0000\ngini = 0.0885447352916\nsamples = 109", shape="box"] ;
192 -> 200 ;
201 [label="X[7] <= 75.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
200 -> 201 ;
202 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
201 -> 202 ;
203 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
201 -> 203 ;
204 [label="X[7] <= 75.0000\ngini = 0.055873015873\nsamples = 105", shape="box"] ;
200 -> 204 ;
205 [label="X[11] <= 54.9500\ngini = 0.37037037037\nsamples = 9", shape="box"] ;
204 -> 205 ;
206 [label="X[3] <= 18.5000\ngini = 0.625\nsamples = 4", shape="box"] ;
205 -> 206 ;
207 [label="X[5] <= 64.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
206 -> 207 ;
208 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
207 -> 208 ;
209 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
207 -> 209 ;
210 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  1.  0.]", shape="box"] ;
206 -> 210 ;
211 [label="gini = 0.0000\nsamples = 5\nvalue = [ 0.  0.  0.  5.]", shape="box"] ;
205 -> 211 ;
212 [label="X[3] <= 19.5000\ngini = 0.0206163194444\nsamples = 96", shape="box"] ;
204 -> 212 ;
213 [label="gini = 0.0000\nsamples = 81\nvalue = [  0.   0.   0.  81.]", shape="box"] ;
212 -> 213 ;
214 [label="X[5] <= 69.5000\ngini = 0.124444444444\nsamples = 15", shape="box"] ;
212 -> 214 ;
215 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
214 -> 215 ;
216 [label="gini = 0.0000\nsamples = 13\nvalue = [  0.   0.   0.  13.]", shape="box"] ;
214 -> 216 ;
217 [label="X[0] <= 9.5000\ngini = 0.0624051211706\nsamples = 405", shape="box"] ;
191 -> 217 ;
218 [label="X[5] <= 53.0000\ngini = 0.190131281123\nsamples = 94", shape="box"] ;
217 -> 218 ;
219 [label="X[3] <= 13.0000\ngini = 0.444444444444\nsamples = 9", shape="box"] ;
218 -> 219 ;
220 [label="X[3] <= 10.5000\ngini = 0.48\nsamples = 5", shape="box"] ;
219 -> 220 ;
221 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  1.  0.]", shape="box"] ;
220 -> 221 ;
222 [label="X[6] <= 69.5500\ngini = 0.5\nsamples = 4", shape="box"] ;
220 -> 222 ;
223 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
222 -> 223 ;
224 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
222 -> 224 ;
225 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  0.  0.  4.]", shape="box"] ;
219 -> 225 ;
226 [label="X[3] <= 16.5000\ngini = 0.151141868512\nsamples = 85", shape="box"] ;
218 -> 226 ;
227 [label="X[5] <= 70.5000\ngini = 0.206111111111\nsamples = 60", shape="box"] ;
226 -> 227 ;
228 [label="X[11] <= 52.5500\ngini = 0.102264426589\nsamples = 37", shape="box"] ;
227 -> 228 ;
229 [label="X[7] <= 135.0000\ngini = 0.207612456747\nsamples = 17", shape="box"] ;
228 -> 229 ;
230 [label="X[1] <= 20.5000\ngini = 0.124444444444\nsamples = 15", shape="box"] ;
229 -> 230 ;
231 [label="X[6] <= 64.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
230 -> 231 ;
232 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
231 -> 232 ;
233 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
231 -> 233 ;
234 [label="gini = 0.0000\nsamples = 11\nvalue = [  0.   0.   0.  11.]", shape="box"] ;
230 -> 234 ;
235 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
229 -> 235 ;
236 [label="gini = 0.0000\nsamples = 20\nvalue = [  0.   0.   0.  20.]", shape="box"] ;
228 -> 236 ;
237 [label="X[1] <= 13.0000\ngini = 0.340264650284\nsamples = 23", shape="box"] ;
227 -> 237 ;
238 [label="gini = 0.0000\nsamples = 14\nvalue = [  0.   0.   0.  14.]", shape="box"] ;
237 -> 238 ;
239 [label="X[5] <= 82.5000\ngini = 0.493827160494\nsamples = 9", shape="box"] ;
237 -> 239 ;
240 [label="X[3] <= 15.5000\ngini = 0.46875\nsamples = 8", shape="box"] ;
239 -> 240 ;
241 [label="X[11] <= 60.9500\ngini = 0.489795918367\nsamples = 7", shape="box"] ;
240 -> 241 ;
242 [label="gini = 0.4444\nsamples = 3\nvalue = [ 0.  0.  2.  1.]", shape="box"] ;
241 -> 242 ;
243 [label="X[10] <= 1850.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
241 -> 243 ;
244 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
243 -> 244 ;
245 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
243 -> 245 ;
246 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  1.  0.]", shape="box"] ;
240 -> 246 ;
247 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
239 -> 247 ;
248 [label="gini = 0.0000\nsamples = 25\nvalue = [  0.   0.   0.  25.]", shape="box"] ;
226 -> 248 ;
249 [label="X[11] <= 60.4500\ngini = 0.0191478582728\nsamples = 311", shape="box"] ;
217 -> 249 ;
250 [label="X[11] <= 53.8000\ngini = 0.00677958258133\nsamples = 294", shape="box"] ;
249 -> 250 ;
251 [label="gini = 0.0000\nsamples = 264\nvalue = [   0.    0.    0.  264.]", shape="box"] ;
250 -> 251 ;
252 [label="X[7] <= 55.0000\ngini = 0.0644444444444\nsamples = 30", shape="box"] ;
250 -> 252 ;
253 [label="X[10] <= 700.0000\ngini = 0.32\nsamples = 5", shape="box"] ;
252 -> 253 ;
254 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
253 -> 254 ;
255 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
253 -> 255 ;
256 [label="gini = 0.0000\nsamples = 25\nvalue = [  0.   0.   0.  25.]", shape="box"] ;
252 -> 256 ;
257 [label="X[6] <= 65.3000\ngini = 0.207612456747\nsamples = 17", shape="box"] ;
249 -> 257 ;
258 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
257 -> 258 ;
259 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.   0.   0.  15.]", shape="box"] ;
257 -> 259 ;
260 [label="X[11] <= 57.5500\ngini = 0.0132903785364\nsamples = 1348", shape="box"] ;
162 -> 260 ;
261 [label="X[1] <= 8.5000\ngini = 0.00938776126589\nsamples = 1061", shape="box"] ;
260 -> 261 ;
262 [label="X[1] <= 6.5000\ngini = 0.0350765306122\nsamples = 224", shape="box"] ;
261 -> 262 ;
263 [label="gini = 0.0000\nsamples = 195\nvalue = [   0.    0.    0.  195.]", shape="box"] ;
262 -> 263 ;
264 [label="X[6] <= 42.5500\ngini = 0.237812128419\nsamples = 29", shape="box"] ;
262 -> 264 ;
265 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
264 -> 265 ;
266 [label="X[1] <= 7.5000\ngini = 0.191326530612\nsamples = 28", shape="box"] ;
264 -> 266 ;
267 [label="X[5] <= 81.5000\ngini = 0.444444444444\nsamples = 9", shape="box"] ;
266 -> 267 ;
268 [label="X[11] <= 40.0000\ngini = 0.489795918367\nsamples = 7", shape="box"] ;
267 -> 268 ;
269 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
268 -> 269 ;
270 [label="X[3] <= 12.5000\ngini = 0.5\nsamples = 6", shape="box"] ;
268 -> 270 ;
271 [label="X[7] <= 335.0000\ngini = 0.5\nsamples = 4", shape="box"] ;
270 -> 271 ;
272 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
271 -> 272 ;
273 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
271 -> 273 ;
274 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
270 -> 274 ;
275 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
267 -> 275 ;
276 [label="gini = 0.0000\nsamples = 19\nvalue = [  0.   0.   0.  19.]", shape="box"] ;
266 -> 276 ;
277 [label="X[7] <= 355.0000\ngini = 0.00238663143816\nsamples = 837", shape="box"] ;
261 -> 277 ;
278 [label="gini = 0.0000\nsamples = 782\nvalue = [   0.    0.    0.  782.]", shape="box"] ;
277 -> 278 ;
279 [label="X[6] <= 35.0000\ngini = 0.0357024793388\nsamples = 55", shape="box"] ;
277 -> 279 ;
280 [label="X[11] <= 28.5000\ngini = 0.32\nsamples = 5", shape="box"] ;
279 -> 280 ;
281 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
280 -> 281 ;
282 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  1.  0.  1.]", shape="box"] ;
280 -> 282 ;
283 [label="gini = 0.0000\nsamples = 50\nvalue = [  0.   0.   0.  50.]", shape="box"] ;
279 -> 283 ;
284 [label="X[11] <= 58.4500\ngini = 0.027486068788\nsamples = 287", shape="box"] ;
260 -> 284 ;
285 [label="X[1] <= 13.5000\ngini = 0.213039485767\nsamples = 33", shape="box"] ;
284 -> 285 ;
286 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.   0.   0.  15.]", shape="box"] ;
285 -> 286 ;
287 [label="X[1] <= 14.5000\ngini = 0.345679012346\nsamples = 18", shape="box"] ;
285 -> 287 ;
288 [label="X[6] <= 66.4500\ngini = 0.5\nsamples = 8", shape="box"] ;
287 -> 288 ;
289 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
288 -> 289 ;
290 [label="X[10] <= 3000.0000\ngini = 0.5\nsamples = 6", shape="box"] ;
288 -> 290 ;
291 [label="X[3] <= 15.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
290 -> 291 ;
292 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
291 -> 292 ;
293 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
291 -> 293 ;
294 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
290 -> 294 ;
295 [label="gini = 0.0000\nsamples = 10\nvalue = [  0.   0.   0.  10.]", shape="box"] ;
287 -> 295 ;
296 [label="gini = 0.0000\nsamples = 254\nvalue = [   0.    0.    0.  254.]", shape="box"] ;
284 -> 296 ;
}