classtree6.dot

digraph Tree {
0 [label="X[1] <= 40.8500\ngini = 0.0314768912745\nsamples = 7966", shape="box"] ;
1 [label="X[1] <= 32.8000\ngini = 0.0191048523884\nsamples = 7899", shape="box"] ;
0 -> 1 ;
2 [label="X[0] <= 23.6000\ngini = 0.0145721552642\nsamples = 7781", shape="box"] ;
1 -> 2 ;
3 [label="X[0] <= 13.2500\ngini = 0.0140831730793\nsamples = 7770", shape="box"] ;
2 -> 3 ;
4 [label="X[0] <= 10.9500\ngini = 0.00752344236172\nsamples = 6097", shape="box"] ;
3 -> 4 ;
5 [label="X[0] <= 1.7500\ngini = 0.00606612285962\nsamples = 4933", shape="box"] ;
4 -> 5 ;
6 [label="gini = 0.0153\nsamples = 650\nvalue = [   5.    0.    0.  645.]", shape="box"] ;
5 -> 6 ;
7 [label="X[0] <= 5.2000\ngini = 0.00466122902042\nsamples = 4283", shape="box"] ;
5 -> 7 ;
8 [label="X[0] <= 4.0500\ngini = 0.00871211442563\nsamples = 915", shape="box"] ;
7 -> 8 ;
9 [label="gini = 0.0098\nsamples = 408\nvalue = [   1.    1.    0.  406.]", shape="box"] ;
8 -> 9 ;
10 [label="X[1] <= 8.0500\ngini = 0.00785842388027\nsamples = 507", shape="box"] ;
8 -> 10 ;
11 [label="gini = 0.0079\nsamples = 505\nvalue = [   2.    0.    0.  503.]", shape="box"] ;
10 -> 11 ;
12 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
10 -> 12 ;
13 [label="X[0] <= 9.8000\ngini = 0.00355800858718\nsamples = 3368", shape="box"] ;
7 -> 13 ;
14 [label="X[0] <= 7.5000\ngini = 0.00371580542797\nsamples = 2687", shape="box"] ;
13 -> 14 ;
15 [label="X[0] <= 6.3500\ngini = 0.00313111113295\nsamples = 1276", shape="box"] ;
14 -> 15 ;
16 [label="X[1] <= 8.0500\ngini = 0.00314959846351\nsamples = 634", shape="box"] ;
15 -> 16 ;
17 [label="gini = 0.0032\nsamples = 628\nvalue = [   1.    0.    0.  627.]", shape="box"] ;
16 -> 17 ;
18 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
16 -> 18 ;
19 [label="X[1] <= 8.0500\ngini = 0.00311041236013\nsamples = 642", shape="box"] ;
15 -> 19 ;
20 [label="gini = 0.0032\nsamples = 633\nvalue = [   0.    0.    1.  632.]", shape="box"] ;
19 -> 20 ;
21 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
19 -> 21 ;
22 [label="X[0] <= 8.6500\ngini = 0.00424326228916\nsamples = 1411", shape="box"] ;
14 -> 22 ;
23 [label="X[1] <= 8.0500\ngini = 0.00560219669234\nsamples = 712", shape="box"] ;
22 -> 23 ;
24 [label="gini = 0.0058\nsamples = 683\nvalue = [   2.    0.    0.  681.]", shape="box"] ;
23 -> 24 ;
25 [label="gini = 0.0000\nsamples = 29\nvalue = [  0.   0.   0.  29.]", shape="box"] ;
23 -> 25 ;
26 [label="X[1] <= 8.0500\ngini = 0.00285713700954\nsamples = 699", shape="box"] ;
22 -> 26 ;
27 [label="gini = 0.0032\nsamples = 618\nvalue = [   1.    0.    0.  617.]", shape="box"] ;
26 -> 27 ;
28 [label="gini = 0.0000\nsamples = 81\nvalue = [  0.   0.   0.  81.]", shape="box"] ;
26 -> 28 ;
29 [label="X[1] <= 8.0500\ngini = 0.00293254499624\nsamples = 681", shape="box"] ;
13 -> 29 ;
30 [label="gini = 0.0037\nsamples = 546\nvalue = [   0.    0.    1.  545.]", shape="box"] ;
29 -> 30 ;
31 [label="gini = 0.0000\nsamples = 135\nvalue = [   0.    0.    0.  135.]", shape="box"] ;
29 -> 31 ;
32 [label="X[1] <= 19.0000\ngini = 0.0136689458084\nsamples = 1164", shape="box"] ;
4 -> 32 ;
33 [label="X[1] <= 17.8500\ngini = 0.0143705046701\nsamples = 829", shape="box"] ;
32 -> 33 ;
34 [label="X[0] <= 12.1000\ngini = 0.012869473006\nsamples = 772", shape="box"] ;
33 -> 34 ;
35 [label="X[1] <= 8.0500\ngini = 0.00854685111164\nsamples = 466", shape="box"] ;
34 -> 35 ;
36 [label="gini = 0.0089\nsamples = 446\nvalue = [   0.    0.    2.  444.]", shape="box"] ;
35 -> 36 ;
37 [label="gini = 0.0000\nsamples = 20\nvalue = [  0.   0.   0.  20.]", shape="box"] ;
35 -> 37 ;
38 [label="X[1] <= 8.0500\ngini = 0.019415609381\nsamples = 306", shape="box"] ;
34 -> 38 ;
39 [label="gini = 0.0203\nsamples = 293\nvalue = [   0.    0.    3.  290.]", shape="box"] ;
38 -> 39 ;
40 [label="gini = 0.0000\nsamples = 13\nvalue = [  0.   0.   0.  13.]", shape="box"] ;
38 -> 40 ;
41 [label="X[0] <= 12.1000\ngini = 0.0344721452755\nsamples = 57", shape="box"] ;
33 -> 41 ;
42 [label="gini = 0.0487\nsamples = 40\nvalue = [  0.   0.   1.  39.]", shape="box"] ;
41 -> 42 ;
43 [label="gini = 0.0000\nsamples = 17\nvalue = [  0.   0.   0.  17.]", shape="box"] ;
41 -> 43 ;
44 [label="X[0] <= 12.1000\ngini = 0.0118690131432\nsamples = 335", shape="box"] ;
32 -> 44 ;
45 [label="gini = 0.0000\nsamples = 138\nvalue = [   0.    0.    0.  138.]", shape="box"] ;
44 -> 45 ;
46 [label="X[1] <= 20.1500\ngini = 0.0200984307764\nsamples = 197", shape="box"] ;
44 -> 46 ;
47 [label="gini = 0.0377\nsamples = 52\nvalue = [  1.   0.   0.  51.]", shape="box"] ;
46 -> 47 ;
48 [label="X[1] <= 22.4500\ngini = 0.0136979785969\nsamples = 145", shape="box"] ;
46 -> 48 ;
49 [label="gini = 0.0000\nsamples = 81\nvalue = [  0.   0.   0.  81.]", shape="box"] ;
48 -> 49 ;
50 [label="X[1] <= 23.6000\ngini = 0.03076171875\nsamples = 64", shape="box"] ;
48 -> 50 ;
51 [label="gini = 0.0713\nsamples = 27\nvalue = [  1.   0.   0.  26.]", shape="box"] ;
50 -> 51 ;
52 [label="gini = 0.0000\nsamples = 37\nvalue = [  0.   0.   0.  37.]", shape="box"] ;
50 -> 52 ;
53 [label="X[1] <= 31.6500\ngini = 0.0376865579656\nsamples = 1673", shape="box"] ;
3 -> 53 ;
54 [label="X[1] <= 22.4500\ngini = 0.0360409539077\nsamples = 1641", shape="box"] ;
53 -> 54 ;
55 [label="X[1] <= 21.3000\ngini = 0.0283081894348\nsamples = 766", shape="box"] ;
54 -> 55 ;
56 [label="X[1] <= 20.1500\ngini = 0.0337841796875\nsamples = 640", shape="box"] ;
55 -> 56 ;
57 [label="X[0] <= 16.7000\ngini = 0.0262126029331\nsamples = 527", shape="box"] ;
56 -> 57 ;
58 [label="X[1] <= 8.6500\ngini = 0.0205739083078\nsamples = 481", shape="box"] ;
57 -> 58 ;
59 [label="X[0] <= 15.5500\ngini = 0.02403490389\nsamples = 411", shape="box"] ;
58 -> 59 ;
60 [label="X[0] <= 14.4000\ngini = 0.0276953667466\nsamples = 356", shape="box"] ;
59 -> 60 ;
61 [label="gini = 0.0249\nsamples = 238\nvalue = [   0.    0.    3.  235.]", shape="box"] ;
60 -> 61 ;
62 [label="gini = 0.0333\nsamples = 118\nvalue = [   0.    0.    2.  116.]", shape="box"] ;
60 -> 62 ;
63 [label="gini = 0.0000\nsamples = 55\nvalue = [  0.   0.   0.  55.]", shape="box"] ;
59 -> 63 ;
64 [label="gini = 0.0000\nsamples = 70\nvalue = [  0.   0.   0.  70.]", shape="box"] ;
58 -> 64 ;
65 [label="X[0] <= 17.8500\ngini = 0.0831758034026\nsamples = 46", shape="box"] ;
57 -> 65 ;
66 [label="gini = 0.1327\nsamples = 28\nvalue = [  0.   0.   2.  26.]", shape="box"] ;
65 -> 66 ;
67 [label="gini = 0.0000\nsamples = 18\nvalue = [  0.   0.   0.  18.]", shape="box"] ;
65 -> 67 ;
68 [label="X[0] <= 15.5500\ngini = 0.0682903907902\nsamples = 113", shape="box"] ;
56 -> 68 ;
69 [label="X[0] <= 14.4000\ngini = 0.0555102040816\nsamples = 105", shape="box"] ;
68 -> 69 ;
70 [label="gini = 0.0644\nsamples = 60\nvalue = [  0.   0.   2.  58.]", shape="box"] ;
69 -> 70 ;
71 [label="gini = 0.0435\nsamples = 45\nvalue = [  0.   0.   1.  44.]", shape="box"] ;
69 -> 71 ;
72 [label="X[0] <= 16.7000\ngini = 0.21875\nsamples = 8", shape="box"] ;
68 -> 72 ;
73 [label="gini = 0.2449\nsamples = 7\nvalue = [ 0.  0.  1.  6.]", shape="box"] ;
72 -> 73 ;
74 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
72 -> 74 ;
75 [label="gini = 0.0000\nsamples = 126\nvalue = [   0.    0.    0.  126.]", shape="box"] ;
55 -> 75 ;
76 [label="X[1] <= 30.5000\ngini = 0.0427415510204\nsamples = 875", shape="box"] ;
54 -> 76 ;
77 [label="X[0] <= 16.7000\ngini = 0.043437088336\nsamples = 815", shape="box"] ;
76 -> 77 ;
78 [label="X[1] <= 28.2000\ngini = 0.0454241705369\nsamples = 346", shape="box"] ;
77 -> 78 ;
79 [label="X[1] <= 23.6000\ngini = 0.0420839996633\nsamples = 327", shape="box"] ;
78 -> 79 ;
80 [label="X[0] <= 15.5500\ngini = 0.06103515625\nsamples = 128", shape="box"] ;
79 -> 80 ;
81 [label="X[0] <= 14.4000\ngini = 0.0439338467365\nsamples = 89", shape="box"] ;
80 -> 81 ;
82 [label="gini = 0.0555\nsamples = 35\nvalue = [  0.   0.   1.  34.]", shape="box"] ;
81 -> 82 ;
83 [label="gini = 0.0364\nsamples = 54\nvalue = [  0.   0.   1.  53.]", shape="box"] ;
81 -> 83 ;
84 [label="gini = 0.0973\nsamples = 39\nvalue = [  2.   0.   0.  37.]", shape="box"] ;
80 -> 84 ;
85 [label="X[0] <= 14.4000\ngini = 0.0296962197924\nsamples = 199", shape="box"] ;
79 -> 85 ;
86 [label="gini = 0.0000\nsamples = 43\nvalue = [  0.   0.   0.  43.]", shape="box"] ;
85 -> 86 ;
87 [label="X[0] <= 15.5500\ngini = 0.0377218934911\nsamples = 156", shape="box"] ;
85 -> 87 ;
88 [label="X[1] <= 25.9000\ngini = 0.0570934256055\nsamples = 68", shape="box"] ;
87 -> 88 ;
89 [label="X[1] <= 24.7500\ngini = 0.0726237095052\nsamples = 53", shape="box"] ;
88 -> 89 ;
90 [label="gini = 0.0740\nsamples = 26\nvalue = [  1.   0.   0.  25.]", shape="box"] ;
89 -> 90 ;
91 [label="gini = 0.0713\nsamples = 27\nvalue = [  1.   0.   0.  26.]", shape="box"] ;
89 -> 91 ;
92 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.   0.   0.  15.]", shape="box"] ;
88 -> 92 ;
93 [label="X[1] <= 25.9000\ngini = 0.0224690082645\nsamples = 88", shape="box"] ;
87 -> 93 ;
94 [label="gini = 0.0000\nsamples = 58\nvalue = [  0.   0.   0.  58.]", shape="box"] ;
93 -> 94 ;
95 [label="X[1] <= 27.0500\ngini = 0.0644444444444\nsamples = 30", shape="box"] ;
93 -> 95 ;
96 [label="gini = 0.0997\nsamples = 19\nvalue = [  1.   0.   0.  18.]", shape="box"] ;
95 -> 96 ;
97 [label="gini = 0.0000\nsamples = 11\nvalue = [  0.   0.   0.  11.]", shape="box"] ;
95 -> 97 ;
98 [label="X[0] <= 15.5500\ngini = 0.0997229916898\nsamples = 19", shape="box"] ;
78 -> 98 ;
99 [label="gini = 0.0000\nsamples = 11\nvalue = [  0.   0.   0.  11.]", shape="box"] ;
98 -> 99 ;
100 [label="X[1] <= 29.3500\ngini = 0.21875\nsamples = 8", shape="box"] ;
98 -> 100 ;
101 [label="gini = 0.3200\nsamples = 5\nvalue = [ 0.  0.  1.  4.]", shape="box"] ;
100 -> 101 ;
102 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
100 -> 102 ;
103 [label="X[1] <= 24.7500\ngini = 0.0419256140861\nsamples = 469", shape="box"] ;
77 -> 103 ;
104 [label="gini = 0.0000\nsamples = 79\nvalue = [  0.   0.   0.  79.]", shape="box"] ;
103 -> 104 ;
105 [label="X[0] <= 17.8500\ngini = 0.0502432610125\nsamples = 390", shape="box"] ;
103 -> 105 ;
106 [label="X[1] <= 29.3500\ngini = 0.0746535960034\nsamples = 103", shape="box"] ;
105 -> 106 ;
107 [label="X[1] <= 25.9000\ngini = 0.0790732277607\nsamples = 97", shape="box"] ;
106 -> 107 ;
108 [label="gini = 0.0555\nsamples = 35\nvalue = [  0.   0.   1.  34.]", shape="box"] ;
107 -> 108 ;
109 [label="X[1] <= 27.0500\ngini = 0.0920915712799\nsamples = 62", shape="box"] ;
107 -> 109 ;
110 [label="gini = 0.0799\nsamples = 24\nvalue = [  0.   0.   1.  23.]", shape="box"] ;
109 -> 110 ;
111 [label="X[1] <= 28.2000\ngini = 0.0997229916898\nsamples = 38", shape="box"] ;
109 -> 111 ;
112 [label="gini = 0.0950\nsamples = 20\nvalue = [  0.   0.   1.  19.]", shape="box"] ;
111 -> 112 ;
113 [label="gini = 0.1049\nsamples = 18\nvalue = [  0.   0.   1.  17.]", shape="box"] ;
111 -> 113 ;
114 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
106 -> 114 ;
115 [label="X[1] <= 25.9000\ngini = 0.0411562602435\nsamples = 287", shape="box"] ;
105 -> 115 ;
116 [label="X[0] <= 19.0000\ngini = 0.0886965927528\nsamples = 43", shape="box"] ;
115 -> 116 ;
117 [label="gini = 0.0666\nsamples = 29\nvalue = [  0.   0.   1.  28.]", shape="box"] ;
116 -> 117 ;
118 [label="X[0] <= 20.1500\ngini = 0.132653061224\nsamples = 14", shape="box"] ;
116 -> 118 ;
119 [label="gini = 0.1528\nsamples = 12\nvalue = [  0.   0.   1.  11.]", shape="box"] ;
118 -> 119 ;
120 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
118 -> 120 ;
121 [label="X[0] <= 19.0000\ngini = 0.0323501746842\nsamples = 244", shape="box"] ;
115 -> 121 ;
122 [label="X[1] <= 27.0500\ngini = 0.046485260771\nsamples = 84", shape="box"] ;
121 -> 122 ;
123 [label="gini = 0.0799\nsamples = 24\nvalue = [  1.   0.   0.  23.]", shape="box"] ;
122 -> 123 ;
124 [label="X[1] <= 28.2000\ngini = 0.0327777777778\nsamples = 60", shape="box"] ;
122 -> 124 ;
125 [label="gini = 0.0000\nsamples = 25\nvalue = [  0.   0.   0.  25.]", shape="box"] ;
124 -> 125 ;
126 [label="X[1] <= 29.3500\ngini = 0.0555102040816\nsamples = 35", shape="box"] ;
124 -> 126 ;
127 [label="gini = 0.0768\nsamples = 25\nvalue = [  1.   0.   0.  24.]", shape="box"] ;
126 -> 127 ;
128 [label="gini = 0.0000\nsamples = 10\nvalue = [  0.   0.   0.  10.]", shape="box"] ;
126 -> 128 ;
129 [label="X[0] <= 20.1500\ngini = 0.024765625\nsamples = 160", shape="box"] ;
121 -> 129 ;
130 [label="gini = 0.0000\nsamples = 78\nvalue = [  0.   0.   0.  78.]", shape="box"] ;
129 -> 130 ;
131 [label="X[1] <= 29.3500\ngini = 0.0478881618084\nsamples = 82", shape="box"] ;
129 -> 131 ;
132 [label="X[0] <= 21.3000\ngini = 0.0384467512495\nsamples = 51", shape="box"] ;
131 -> 132 ;
133 [label="gini = 0.0000\nsamples = 32\nvalue = [  0.   0.   0.  32.]", shape="box"] ;
132 -> 133 ;
134 [label="X[1] <= 28.2000\ngini = 0.0997229916898\nsamples = 19", shape="box"] ;
132 -> 134 ;
135 [label="X[0] <= 22.4500\ngini = 0.18\nsamples = 10", shape="box"] ;
134 -> 135 ;
136 [label="gini = 0.2449\nsamples = 7\nvalue = [ 1.  0.  0.  6.]", shape="box"] ;
135 -> 136 ;
137 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
135 -> 137 ;
138 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
134 -> 138 ;
139 [label="X[0] <= 21.3000\ngini = 0.0624349635796\nsamples = 31", shape="box"] ;
131 -> 139 ;
140 [label="gini = 0.1528\nsamples = 12\nvalue = [  0.   0.   1.  11.]", shape="box"] ;
139 -> 140 ;
141 [label="gini = 0.0000\nsamples = 19\nvalue = [  0.   0.   0.  19.]", shape="box"] ;
139 -> 141 ;
142 [label="X[0] <= 19.0000\ngini = 0.0327777777778\nsamples = 60", shape="box"] ;
76 -> 142 ;
143 [label="gini = 0.0000\nsamples = 26\nvalue = [  0.   0.   0.  26.]", shape="box"] ;
142 -> 143 ;
144 [label="X[0] <= 20.1500\ngini = 0.0570934256055\nsamples = 34", shape="box"] ;
142 -> 144 ;
145 [label="gini = 0.1107\nsamples = 17\nvalue = [  0.   1.   0.  16.]", shape="box"] ;
144 -> 145 ;
146 [label="gini = 0.0000\nsamples = 17\nvalue = [  0.   0.   0.  17.]", shape="box"] ;
144 -> 146 ;
147 [label="X[0] <= 22.4500\ngini = 0.119140625\nsamples = 32", shape="box"] ;
53 -> 147 ;
148 [label="X[0] <= 19.0000\ngini = 0.0907029478458\nsamples = 21", shape="box"] ;
147 -> 148 ;
149 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  0.  0.  9.]", shape="box"] ;
148 -> 149 ;
150 [label="X[0] <= 20.1500\ngini = 0.152777777778\nsamples = 12", shape="box"] ;
148 -> 150 ;
151 [label="gini = 0.3750\nsamples = 4\nvalue = [ 1.  0.  0.  3.]", shape="box"] ;
150 -> 151 ;
152 [label="gini = 0.0000\nsamples = 8\nvalue = [ 0.  0.  0.  8.]", shape="box"] ;
150 -> 152 ;
153 [label="gini = 0.1653\nsamples = 11\nvalue = [  0.   0.   1.  10.]", shape="box"] ;
147 -> 153 ;
154 [label="X[1] <= 31.6500\ngini = 0.297520661157\nsamples = 11", shape="box"] ;
2 -> 154 ;
155 [label="gini = 0.4444\nsamples = 3\nvalue = [ 1.  0.  0.  2.]", shape="box"] ;
154 -> 155 ;
156 [label="X[0] <= 24.7500\ngini = 0.21875\nsamples = 8", shape="box"] ;
154 -> 156 ;
157 [label="gini = 0.2778\nsamples = 6\nvalue = [ 1.  0.  0.  5.]", shape="box"] ;
156 -> 157 ;
158 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
156 -> 158 ;
159 [label="X[0] <= 28.2000\ngini = 0.270180982476\nsamples = 118", shape="box"] ;
1 -> 159 ;
160 [label="X[0] <= 24.7500\ngini = 0.25014863258\nsamples = 116", shape="box"] ;
159 -> 160 ;
161 [label="X[1] <= 39.7000\ngini = 0.195628547277\nsamples = 91", shape="box"] ;
160 -> 161 ;
162 [label="X[0] <= 20.1500\ngini = 0.170519031142\nsamples = 85", shape="box"] ;
161 -> 162 ;
163 [label="gini = 0.0000\nsamples = 18\nvalue = [  0.   0.   0.  18.]", shape="box"] ;
162 -> 163 ;
164 [label="X[0] <= 22.4500\ngini = 0.21029182446\nsamples = 67", shape="box"] ;
162 -> 164 ;
165 [label="X[1] <= 35.1000\ngini = 0.328180737218\nsamples = 29", shape="box"] ;
164 -> 165 ;
166 [label="X[0] <= 21.3000\ngini = 0.415224913495\nsamples = 17", shape="box"] ;
165 -> 166 ;
167 [label="X[1] <= 33.9500\ngini = 0.48\nsamples = 5", shape="box"] ;
166 -> 167 ;
168 [label="gini = 0.5000\nsamples = 4\nvalue = [ 2.  0.  0.  2.]", shape="box"] ;
167 -> 168 ;
169 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
167 -> 169 ;
170 [label="X[1] <= 33.9500\ngini = 0.277777777778\nsamples = 12", shape="box"] ;
166 -> 170 ;
171 [label="gini = 0.2188\nsamples = 8\nvalue = [ 1.  0.  0.  7.]", shape="box"] ;
170 -> 171 ;
172 [label="gini = 0.3750\nsamples = 4\nvalue = [ 1.  0.  0.  3.]", shape="box"] ;
170 -> 172 ;
173 [label="X[0] <= 21.3000\ngini = 0.152777777778\nsamples = 12", shape="box"] ;
165 -> 173 ;
174 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
173 -> 174 ;
175 [label="X[1] <= 36.2500\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
173 -> 175 ;
176 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
175 -> 176 ;
177 [label="X[1] <= 37.4000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
175 -> 177 ;
178 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
177 -> 178 ;
179 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  0.  0.  2.]", shape="box"] ;
177 -> 179 ;
180 [label="X[1] <= 33.9500\ngini = 0.0997229916898\nsamples = 38", shape="box"] ;
164 -> 180 ;
181 [label="X[0] <= 23.6000\ngini = 0.21875\nsamples = 8", shape="box"] ;
180 -> 181 ;
182 [label="gini = 0.2449\nsamples = 7\nvalue = [ 1.  0.  0.  6.]", shape="box"] ;
181 -> 182 ;
183 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
181 -> 183 ;
184 [label="X[0] <= 23.6000\ngini = 0.0644444444444\nsamples = 30", shape="box"] ;
180 -> 184 ;
185 [label="gini = 0.0000\nsamples = 14\nvalue = [  0.   0.   0.  14.]", shape="box"] ;
184 -> 185 ;
186 [label="X[1] <= 35.6500\ngini = 0.1171875\nsamples = 16", shape="box"] ;
184 -> 186 ;
187 [label="gini = 0.1975\nsamples = 9\nvalue = [ 1.  0.  0.  8.]", shape="box"] ;
186 -> 187 ;
188 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  0.  0.  7.]", shape="box"] ;
186 -> 188 ;
189 [label="X[0] <= 23.6000\ngini = 0.444444444444\nsamples = 6", shape="box"] ;
161 -> 189 ;
190 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
189 -> 190 ;
191 [label="gini = 0.3200\nsamples = 5\nvalue = [ 1.  0.  0.  4.]", shape="box"] ;
189 -> 191 ;
192 [label="X[1] <= 33.9500\ngini = 0.4032\nsamples = 25", shape="box"] ;
160 -> 192 ;
193 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
192 -> 193 ;
194 [label="X[1] <= 37.4000\ngini = 0.375\nsamples = 24", shape="box"] ;
192 -> 194 ;
195 [label="X[1] <= 35.6500\ngini = 0.459183673469\nsamples = 14", shape="box"] ;
194 -> 195 ;
196 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
195 -> 196 ;
197 [label="X[0] <= 25.9000\ngini = 0.495867768595\nsamples = 11", shape="box"] ;
195 -> 197 ;
198 [label="gini = 0.4800\nsamples = 5\nvalue = [ 3.  0.  0.  2.]", shape="box"] ;
197 -> 198 ;
199 [label="gini = 0.4444\nsamples = 6\nvalue = [ 2.  0.  0.  4.]", shape="box"] ;
197 -> 199 ;
200 [label="X[1] <= 38.5500\ngini = 0.18\nsamples = 10", shape="box"] ;
194 -> 200 ;
201 [label="gini = 0.0000\nsamples = 6\nvalue = [ 0.  0.  0.  6.]", shape="box"] ;
200 -> 201 ;
202 [label="X[1] <= 39.7000\ngini = 0.375\nsamples = 4", shape="box"] ;
200 -> 202 ;
203 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
202 -> 203 ;
204 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  0.  0.  3.]", shape="box"] ;
202 -> 204 ;
205 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
159 -> 205 ;
206 [label="X[0] <= 28.2000\ngini = 0.385832033861\nsamples = 67", shape="box"] ;
0 -> 206 ;
207 [label="X[1] <= 45.4500\ngini = 0.510288065844\nsamples = 27", shape="box"] ;
206 -> 207 ;
208 [label="X[0] <= 17.8500\ngini = 0.548476454294\nsamples = 19", shape="box"] ;
207 -> 208 ;
209 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
208 -> 209 ;
210 [label="X[1] <= 43.1500\ngini = 0.549382716049\nsamples = 18", shape="box"] ;
208 -> 210 ;
211 [label="X[0] <= 20.1500\ngini = 0.497041420118\nsamples = 13", shape="box"] ;
210 -> 211 ;
212 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
211 -> 212 ;
213 [label="X[1] <= 42.0000\ngini = 0.486111111111\nsamples = 12", shape="box"] ;
211 -> 213 ;
214 [label="X[0] <= 24.7500\ngini = 0.46875\nsamples = 8", shape="box"] ;
213 -> 214 ;
215 [label="X[0] <= 23.6000\ngini = 0.5\nsamples = 4", shape="box"] ;
214 -> 215 ;
216 [label="X[0] <= 22.4500\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
215 -> 216 ;
217 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
216 -> 217 ;
218 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
216 -> 218 ;
219 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
215 -> 219 ;
220 [label="X[0] <= 26.4500\ngini = 0.375\nsamples = 4", shape="box"] ;
214 -> 220 ;
221 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
220 -> 221 ;
222 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
220 -> 222 ;
223 [label="X[0] <= 26.4500\ngini = 0.5\nsamples = 4", shape="box"] ;
213 -> 223 ;
224 [label="gini = 0.4444\nsamples = 3\nvalue = [ 1.  0.  0.  2.]", shape="box"] ;
223 -> 224 ;
225 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
223 -> 225 ;
226 [label="X[0] <= 27.0500\ngini = 0.56\nsamples = 5", shape="box"] ;
210 -> 226 ;
227 [label="X[0] <= 24.7500\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
226 -> 227 ;
228 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
227 -> 228 ;
229 [label="X[1] <= 44.3000\ngini = 0.5\nsamples = 2", shape="box"] ;
227 -> 229 ;
230 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
229 -> 230 ;
231 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
229 -> 231 ;
232 [label="gini = 0.5000\nsamples = 2\nvalue = [ 0.  0.  1.  1.]", shape="box"] ;
226 -> 232 ;
233 [label="X[0] <= 25.9000\ngini = 0.21875\nsamples = 8", shape="box"] ;
207 -> 233 ;
234 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.  0.  0.]", shape="box"] ;
233 -> 234 ;
235 [label="X[0] <= 27.0500\ngini = 0.375\nsamples = 4", shape="box"] ;
233 -> 235 ;
236 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
235 -> 236 ;
237 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.  0.  0.]", shape="box"] ;
235 -> 237 ;
238 [label="X[0] <= 40.8500\ngini = 0.255\nsamples = 40", shape="box"] ;
206 -> 238 ;
239 [label="X[1] <= 54.6500\ngini = 0.228531855956\nsamples = 38", shape="box"] ;
238 -> 239 ;
240 [label="X[1] <= 52.9500\ngini = 0.285374554102\nsamples = 29", shape="box"] ;
239 -> 240 ;
241 [label="X[0] <= 32.2500\ngini = 0.252400548697\nsamples = 27", shape="box"] ;
240 -> 241 ;
242 [label="X[1] <= 43.1500\ngini = 0.32\nsamples = 20", shape="box"] ;
241 -> 242 ;
243 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.  0.  0.]", shape="box"] ;
242 -> 243 ;
244 [label="X[1] <= 47.7500\ngini = 0.375\nsamples = 16", shape="box"] ;
242 -> 244 ;
245 [label="X[1] <= 46.0500\ngini = 0.48\nsamples = 5", shape="box"] ;
244 -> 245 ;
246 [label="X[0] <= 30.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
245 -> 246 ;
247 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.  0.  0.]", shape="box"] ;
246 -> 247 ;
248 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
246 -> 248 ;
249 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
245 -> 249 ;
250 [label="X[0] <= 30.5000\ngini = 0.297520661157\nsamples = 11", shape="box"] ;
244 -> 250 ;
251 [label="X[0] <= 29.3500\ngini = 0.444444444444\nsamples = 6", shape="box"] ;
250 -> 251 ;
252 [label="X[1] <= 48.9000\ngini = 0.32\nsamples = 5", shape="box"] ;
251 -> 252 ;
253 [label="gini = 0.3750\nsamples = 4\nvalue = [ 3.  0.  0.  1.]", shape="box"] ;
252 -> 253 ;
254 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.  0.  0.]", shape="box"] ;
252 -> 254 ;
255 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  0.  0.  1.]", shape="box"] ;
251 -> 255 ;
256 [label="gini = 0.0000\nsamples = 5\nvalue = [ 5.  0.  0.  0.]", shape="box"] ;
250 -> 256 ;
257 [label="gini = 0.0000\nsamples = 7\nvalue = [ 7.  0.  0.  0.]", shape="box"] ;
241 -> 257 ;
258 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
240 -> 258 ;
259 [label="gini = 0.0000\nsamples = 9\nvalue = [ 9.  0.  0.  0.]", shape="box"] ;
239 -> 259 ;
260 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  0.  0.  1.]", shape="box"] ;
238 -> 260 ;
}