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152 lines (152 loc) · 5.94 KB
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digraph Tree {
node [shape=box] ;
0 [label="X[15] <= 0.0213\ngini = 0.2968\nsamples = 246\nvalue = [203, 7, 36]"] ;
1 [label="X[1] <= 0.0035\ngini = 0.2494\nsamples = 218\nvalue = [187, 5, 26]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[18] <= -0.0227\ngini = 0.1537\nsamples = 143\nvalue = [131, 0, 12]"] ;
1 -> 2 ;
3 [label="X[1] <= -0.0215\ngini = 0.4898\nsamples = 7\nvalue = [4, 0, 3]"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 3]"] ;
3 -> 4 ;
5 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0, 0]"] ;
3 -> 5 ;
6 [label="X[10] <= 0.0248\ngini = 0.1236\nsamples = 136\nvalue = [127, 0, 9]"] ;
2 -> 6 ;
7 [label="X[15] <= -0.0249\ngini = 0.1115\nsamples = 135\nvalue = [127, 0, 8]"] ;
6 -> 7 ;
8 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
7 -> 8 ;
9 [label="X[2] <= 0.0241\ngini = 0.099\nsamples = 134\nvalue = [127, 0, 7]"] ;
7 -> 9 ;
10 [label="X[17] <= 0.0247\ngini = 0.0745\nsamples = 129\nvalue = [124, 0, 5]"] ;
9 -> 10 ;
11 [label="X[0] <= 0.0191\ngini = 0.061\nsamples = 127\nvalue = [123, 0, 4]"] ;
10 -> 11 ;
12 [label="X[1] <= -0.0242\ngini = 0.0342\nsamples = 115\nvalue = [113, 0, 2]"] ;
11 -> 12 ;
13 [label="X[1] <= -0.0245\ngini = 0.4444\nsamples = 3\nvalue = [2, 0, 1]"] ;
12 -> 13 ;
14 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0, 0]"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
13 -> 15 ;
16 [label="X[10] <= 0.0238\ngini = 0.0177\nsamples = 112\nvalue = [111, 0, 1]"] ;
12 -> 16 ;
17 [label="gini = 0.0\nsamples = 109\nvalue = [109, 0, 0]"] ;
16 -> 17 ;
18 [label="X[1] <= -0.0069\ngini = 0.4444\nsamples = 3\nvalue = [2, 0, 1]"] ;
16 -> 18 ;
19 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
18 -> 19 ;
20 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0, 0]"] ;
18 -> 20 ;
21 [label="X[0] <= 0.0196\ngini = 0.2778\nsamples = 12\nvalue = [10, 0, 2]"] ;
11 -> 21 ;
22 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2]"] ;
21 -> 22 ;
23 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0, 0]"] ;
21 -> 23 ;
24 [label="X[5] <= -0.0072\ngini = 0.5\nsamples = 2\nvalue = [1, 0, 1]"] ;
10 -> 24 ;
25 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0]"] ;
24 -> 25 ;
26 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
24 -> 26 ;
27 [label="X[6] <= -0.0023\ngini = 0.48\nsamples = 5\nvalue = [3, 0, 2]"] ;
9 -> 27 ;
28 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0, 0]"] ;
27 -> 28 ;
29 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2]"] ;
27 -> 29 ;
30 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
6 -> 30 ;
31 [label="X[17] <= -0.0146\ngini = 0.4032\nsamples = 75\nvalue = [56, 5, 14]"] ;
1 -> 31 ;
32 [label="X[14] <= 0.0002\ngini = 0.4444\nsamples = 12\nvalue = [4, 0, 8]"] ;
31 -> 32 ;
33 [label="X[17] <= -0.0183\ngini = 0.32\nsamples = 5\nvalue = [4, 0, 1]"] ;
32 -> 33 ;
34 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0, 0]"] ;
33 -> 34 ;
35 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
33 -> 35 ;
36 [label="gini = 0.0\nsamples = 7\nvalue = [0, 0, 7]"] ;
32 -> 36 ;
37 [label="X[14] <= 0.0213\ngini = 0.3034\nsamples = 63\nvalue = [52, 5, 6]"] ;
31 -> 37 ;
38 [label="X[0] <= 0.0238\ngini = 0.2413\nsamples = 59\nvalue = [51, 2, 6]"] ;
37 -> 38 ;
39 [label="X[9] <= 0.0245\ngini = 0.1913\nsamples = 56\nvalue = [50, 0, 6]"] ;
38 -> 39 ;
40 [label="X[16] <= 0.0241\ngini = 0.1653\nsamples = 55\nvalue = [50, 0, 5]"] ;
39 -> 40 ;
41 [label="X[4] <= 0.0249\ngini = 0.1372\nsamples = 54\nvalue = [50, 0, 4]"] ;
40 -> 41 ;
42 [label="X[19] <= 0.0212\ngini = 0.1068\nsamples = 53\nvalue = [50, 0, 3]"] ;
41 -> 42 ;
43 [label="X[7] <= -0.0224\ngini = 0.0768\nsamples = 50\nvalue = [48, 0, 2]"] ;
42 -> 43 ;
44 [label="X[16] <= 0.0049\ngini = 0.375\nsamples = 4\nvalue = [3, 0, 1]"] ;
43 -> 44 ;
45 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
44 -> 45 ;
46 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0, 0]"] ;
44 -> 46 ;
47 [label="X[17] <= -0.0079\ngini = 0.0425\nsamples = 46\nvalue = [45, 0, 1]"] ;
43 -> 47 ;
48 [label="X[17] <= -0.0095\ngini = 0.1975\nsamples = 9\nvalue = [8, 0, 1]"] ;
47 -> 48 ;
49 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0, 0]"] ;
48 -> 49 ;
50 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
48 -> 50 ;
51 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0, 0]"] ;
47 -> 51 ;
52 [label="X[19] <= 0.0217\ngini = 0.4444\nsamples = 3\nvalue = [2, 0, 1]"] ;
42 -> 52 ;
53 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
52 -> 53 ;
54 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0, 0]"] ;
52 -> 54 ;
55 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
41 -> 55 ;
56 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
40 -> 56 ;
57 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
39 -> 57 ;
58 [label="X[3] <= 0.0025\ngini = 0.4444\nsamples = 3\nvalue = [1, 2, 0]"] ;
38 -> 58 ;
59 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0]"] ;
58 -> 59 ;
60 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2, 0]"] ;
58 -> 60 ;
61 [label="X[15] <= -0.0013\ngini = 0.375\nsamples = 4\nvalue = [1, 3, 0]"] ;
37 -> 61 ;
62 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0]"] ;
61 -> 62 ;
63 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3, 0]"] ;
61 -> 63 ;
64 [label="X[6] <= -0.0064\ngini = 0.5408\nsamples = 28\nvalue = [16, 2, 10]"] ;
0 -> 64 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
65 [label="gini = 0.0\nsamples = 5\nvalue = [0, 0, 5]"] ;
64 -> 65 ;
66 [label="X[4] <= -0.0004\ngini = 0.4612\nsamples = 23\nvalue = [16, 2, 5]"] ;
64 -> 66 ;
67 [label="X[7] <= -0.0044\ngini = 0.6281\nsamples = 11\nvalue = [4, 2, 5]"] ;
66 -> 67 ;
68 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 4]"] ;
67 -> 68 ;
69 [label="X[4] <= -0.0126\ngini = 0.5714\nsamples = 7\nvalue = [4, 2, 1]"] ;
67 -> 69 ;
70 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0, 0]"] ;
69 -> 70 ;
71 [label="X[19] <= -0.0095\ngini = 0.4444\nsamples = 3\nvalue = [0, 2, 1]"] ;
69 -> 71 ;
72 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1]"] ;
71 -> 72 ;
73 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2, 0]"] ;
71 -> 73 ;
74 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0, 0]"] ;
66 -> 74 ;
}