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Source.gv
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Source.gv
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digraph Tree {
node [shape=box] ;
0 [label="X[1] <= 0.5\ngini = 0.484\nsamples = 400\nvalue = [236, 164]"] ;
1 [label="X[9] <= 92.5\ngini = 0.429\nsamples = 315\nvalue = [217, 98]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[6] <= 57.0\ngini = 0.423\nsamples = 46\nvalue = [14, 32]"] ;
1 -> 2 ;
3 [label="X[2] <= 0.5\ngini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
3 -> 4 ;
5 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
3 -> 5 ;
6 [label="X[8] <= 207.5\ngini = 0.313\nsamples = 36\nvalue = [7, 29]"] ;
2 -> 6 ;
7 [label="X[10] <= 56.5\ngini = 0.469\nsamples = 16\nvalue = [6, 10]"] ;
6 -> 7 ;
8 [label="X[9] <= 88.0\ngini = 0.219\nsamples = 8\nvalue = [1, 7]"] ;
7 -> 8 ;
9 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
8 -> 9 ;
10 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
8 -> 10 ;
11 [label="X[8] <= 38.5\ngini = 0.469\nsamples = 8\nvalue = [5, 3]"] ;
7 -> 11 ;
12 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
11 -> 12 ;
13 [label="X[9] <= 68.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
11 -> 13 ;
14 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
13 -> 15 ;
16 [label="X[6] <= 115.0\ngini = 0.095\nsamples = 20\nvalue = [1, 19]"] ;
6 -> 16 ;
17 [label="gini = 0.0\nsamples = 19\nvalue = [0, 19]"] ;
16 -> 17 ;
18 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
16 -> 18 ;
19 [label="X[7] <= 13.5\ngini = 0.37\nsamples = 269\nvalue = [203, 66]"] ;
1 -> 19 ;
20 [label="X[5] <= 124.5\ngini = 0.299\nsamples = 224\nvalue = [183, 41]"] ;
19 -> 20 ;
21 [label="X[9] <= 106.5\ngini = 0.117\nsamples = 96\nvalue = [90, 6]"] ;
20 -> 21 ;
22 [label="X[8] <= 177.0\ngini = 0.266\nsamples = 38\nvalue = [32, 6]"] ;
21 -> 22 ;
23 [label="X[7] <= 0.5\ngini = 0.486\nsamples = 12\nvalue = [7, 5]"] ;
22 -> 23 ;
24 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
23 -> 24 ;
25 [label="X[10] <= 70.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
23 -> 25 ;
26 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
25 -> 26 ;
27 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
25 -> 27 ;
28 [label="X[11] <= 10.5\ngini = 0.074\nsamples = 26\nvalue = [25, 1]"] ;
22 -> 28 ;
29 [label="X[10] <= 66.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
28 -> 29 ;
30 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
29 -> 30 ;
31 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
29 -> 31 ;
32 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]"] ;
28 -> 32 ;
33 [label="gini = 0.0\nsamples = 58\nvalue = [58, 0]"] ;
21 -> 33 ;
34 [label="X[9] <= 109.5\ngini = 0.397\nsamples = 128\nvalue = [93, 35]"] ;
20 -> 34 ;
35 [label="X[2] <= 0.5\ngini = 0.408\nsamples = 21\nvalue = [6, 15]"] ;
34 -> 35 ;
36 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
35 -> 36 ;
37 [label="X[5] <= 127.5\ngini = 0.117\nsamples = 16\nvalue = [1, 15]"] ;
35 -> 37 ;
38 [label="X[5] <= 126.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
37 -> 38 ;
39 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
38 -> 39 ;
40 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
38 -> 40 ;
41 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]"] ;
37 -> 41 ;
42 [label="X[9] <= 126.5\ngini = 0.304\nsamples = 107\nvalue = [87, 20]"] ;
34 -> 42 ;
43 [label="X[10] <= 49.5\ngini = 0.444\nsamples = 42\nvalue = [28, 14]"] ;
42 -> 43 ;
44 [label="X[5] <= 137.0\ngini = 0.48\nsamples = 20\nvalue = [8, 12]"] ;
43 -> 44 ;
45 [label="X[6] <= 95.0\ngini = 0.49\nsamples = 14\nvalue = [8, 6]"] ;
44 -> 45 ;
46 [label="X[8] <= 194.0\ngini = 0.397\nsamples = 11\nvalue = [8, 3]"] ;
45 -> 46 ;
47 [label="X[6] <= 72.0\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
46 -> 47 ;
48 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
47 -> 48 ;
49 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
47 -> 49 ;
50 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
46 -> 50 ;
51 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
45 -> 51 ;
52 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
44 -> 52 ;
53 [label="X[7] <= 11.0\ngini = 0.165\nsamples = 22\nvalue = [20, 2]"] ;
43 -> 53 ;
54 [label="X[9] <= 125.0\ngini = 0.095\nsamples = 20\nvalue = [19, 1]"] ;
53 -> 54 ;
55 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]"] ;
54 -> 55 ;
56 [label="X[5] <= 142.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
54 -> 56 ;
57 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
56 -> 57 ;
58 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
56 -> 58 ;
59 [label="X[7] <= 12.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
53 -> 59 ;
60 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
59 -> 60 ;
61 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
59 -> 61 ;
62 [label="X[5] <= 147.5\ngini = 0.168\nsamples = 65\nvalue = [59, 6]"] ;
42 -> 62 ;
63 [label="X[8] <= 97.5\ngini = 0.039\nsamples = 50\nvalue = [49, 1]"] ;
62 -> 63 ;
64 [label="X[9] <= 130.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]"] ;
63 -> 64 ;
65 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
64 -> 65 ;
66 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
64 -> 66 ;
67 [label="gini = 0.0\nsamples = 42\nvalue = [42, 0]"] ;
63 -> 67 ;
68 [label="X[9] <= 147.0\ngini = 0.444\nsamples = 15\nvalue = [10, 5]"] ;
62 -> 68 ;
69 [label="X[2] <= 0.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
68 -> 69 ;
70 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
69 -> 70 ;
71 [label="X[8] <= 172.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]"] ;
69 -> 71 ;
72 [label="X[9] <= 138.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
71 -> 72 ;
73 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
72 -> 73 ;
74 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
72 -> 74 ;
75 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
71 -> 75 ;
76 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
68 -> 76 ;
77 [label="X[10] <= 54.5\ngini = 0.494\nsamples = 45\nvalue = [20, 25]"] ;
19 -> 77 ;
78 [label="X[5] <= 130.5\ngini = 0.32\nsamples = 25\nvalue = [5, 20]"] ;
77 -> 78 ;
79 [label="X[6] <= 100.0\ngini = 0.459\nsamples = 14\nvalue = [5, 9]"] ;
78 -> 79 ;
80 [label="X[5] <= 113.5\ngini = 0.494\nsamples = 9\nvalue = [5, 4]"] ;
79 -> 80 ;
81 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
80 -> 81 ;
82 [label="X[2] <= 0.5\ngini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
80 -> 82 ;
83 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
82 -> 83 ;
84 [label="X[11] <= 17.0\ngini = 0.32\nsamples = 5\nvalue = [1, 4]"] ;
82 -> 84 ;
85 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
84 -> 85 ;
86 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
84 -> 86 ;
87 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
79 -> 87 ;
88 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
78 -> 88 ;
89 [label="X[5] <= 122.5\ngini = 0.375\nsamples = 20\nvalue = [15, 5]"] ;
77 -> 89 ;
90 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]"] ;
89 -> 90 ;
91 [label="X[9] <= 125.0\ngini = 0.5\nsamples = 10\nvalue = [5, 5]"] ;
89 -> 91 ;
92 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
91 -> 92 ;
93 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
91 -> 93 ;
94 [label="X[9] <= 142.5\ngini = 0.347\nsamples = 85\nvalue = [19, 66]"] ;
0 -> 94 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
95 [label="X[6] <= 34.5\ngini = 0.236\nsamples = 73\nvalue = [10, 63]"] ;
94 -> 95 ;
96 [label="X[9] <= 109.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]"] ;
95 -> 96 ;
97 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
96 -> 97 ;
98 [label="X[6] <= 22.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]"] ;
96 -> 98 ;
99 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
98 -> 99 ;
100 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
98 -> 100 ;
101 [label="X[4] <= 0.5\ngini = 0.124\nsamples = 60\nvalue = [4, 56]"] ;
95 -> 101 ;
102 [label="X[9] <= 110.0\ngini = 0.397\nsamples = 11\nvalue = [3, 8]"] ;
101 -> 102 ;
103 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
102 -> 103 ;
104 [label="X[5] <= 129.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
102 -> 104 ;
105 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
104 -> 105 ;
106 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
104 -> 106 ;
107 [label="X[6] <= 98.5\ngini = 0.04\nsamples = 49\nvalue = [1, 48]"] ;
101 -> 107 ;
108 [label="gini = 0.0\nsamples = 40\nvalue = [0, 40]"] ;
107 -> 108 ;
109 [label="X[10] <= 61.5\ngini = 0.198\nsamples = 9\nvalue = [1, 8]"] ;
107 -> 109 ;
110 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
109 -> 110 ;
111 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
109 -> 111 ;
112 [label="X[8] <= 65.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]"] ;
94 -> 112 ;
113 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
112 -> 113 ;
114 [label="X[8] <= 379.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]"] ;
112 -> 114 ;
115 [label="X[3] <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [9, 1]"] ;
114 -> 115 ;
116 [label="X[10] <= 34.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
115 -> 116 ;
117 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
116 -> 117 ;
118 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
116 -> 118 ;
119 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
115 -> 119 ;
120 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
114 -> 120 ;
}