-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathtree.txt
124 lines (124 loc) · 5.28 KB
/
tree.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
digraph Tree {
node [shape=box] ;
0 [label="X[21] <= 9.5\ngini = 0.5\nsamples = 5686\nvalue = [2843.0, 2843.0]"] ;
1 [label="X[8] <= 9.5\ngini = 0.4789\nsamples = 3700\nvalue = [2213.582, 1459.3583]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[13] <= 19.5\ngini = 0.3323\nsamples = 1159\nvalue = [249.0642, 934.5286]"] ;
1 -> 2 ;
3 [label="gini = 0.0\nsamples = 610\nvalue = [0.0, 632.6997]"] ;
2 -> 3 ;
4 [label="X[6] <= 13.0\ngini = 0.4954\nsamples = 549\nvalue = [249.0642, 301.8289]"] ;
2 -> 4 ;
5 [label="X[8] <= 4.5\ngini = 0.2666\nsamples = 333\nvalue = [54.0604, 287.3079]"] ;
4 -> 5 ;
6 [label="gini = -0.0\nsamples = 214\nvalue = [0.0, 221.9635]"] ;
5 -> 6 ;
7 [label="X[10] <= 2.5\ngini = 0.4955\nsamples = 119\nvalue = [54.0604, 65.3444]"] ;
5 -> 7 ;
8 [label="gini = 0.0\nsamples = 63\nvalue = [0.0, 65.3444]"] ;
7 -> 8 ;
9 [label="gini = 0.0\nsamples = 56\nvalue = [54.0604, 0.0]"] ;
7 -> 9 ;
10 [label="X[7] <= 8.0\ngini = 0.129\nsamples = 216\nvalue = [195.0037, 14.521]"] ;
4 -> 10 ;
11 [label="gini = 0.0\nsamples = 202\nvalue = [195.0037, 0.0]"] ;
10 -> 11 ;
12 [label="gini = -0.0\nsamples = 14\nvalue = [0.0, 14.521]"] ;
10 -> 12 ;
13 [label="X[19] <= 9.5\ngini = 0.3328\nsamples = 2541\nvalue = [1964.5178, 524.8296]"] ;
1 -> 13 ;
14 [label="X[9] <= 12.5\ngini = 0.1638\nsamples = 281\nvalue = [26.0649, 263.452]"] ;
13 -> 14 ;
15 [label="X[4] <= 10.0\ngini = 0.2023\nsamples = 222\nvalue = [26.0649, 202.2565]"] ;
14 -> 15 ;
16 [label="gini = 0.0\nsamples = 195\nvalue = [0.0, 202.2565]"] ;
15 -> 16 ;
17 [label="gini = 0.0\nsamples = 27\nvalue = [26.0649, 0.0]"] ;
15 -> 17 ;
18 [label="gini = 0.0\nsamples = 59\nvalue = [0.0, 61.1955]"] ;
14 -> 18 ;
19 [label="X[13] <= 5.0\ngini = 0.2094\nsamples = 2260\nvalue = [1938.453, 261.3776]"] ;
13 -> 19 ;
20 [label="gini = 0.0\nsamples = 23\nvalue = [0.0, 23.8559]"] ;
19 -> 20 ;
21 [label="X[3] <= 13.0\ngini = 0.1945\nsamples = 2237\nvalue = [1938.453, 237.5217]"] ;
19 -> 21 ;
22 [label="X[20] <= 20.5\ngini = 0.3119\nsamples = 680\nvalue = [536.743, 128.6144]"] ;
21 -> 22 ;
23 [label="X[21] <= 5.5\ngini = 0.175\nsamples = 606\nvalue = [531.9161, 57.0467]"] ;
22 -> 23 ;
24 [label="gini = 0.0\nsamples = 55\nvalue = [0.0, 57.0467]"] ;
23 -> 24 ;
25 [label="gini = 0.0\nsamples = 551\nvalue = [531.9161, 0.0]"] ;
23 -> 25 ;
26 [label="X[17] <= 17.5\ngini = 0.1184\nsamples = 74\nvalue = [4.8268, 71.5677]"] ;
22 -> 26 ;
27 [label="gini = 0.0\nsamples = 69\nvalue = [0.0, 71.5677]"] ;
26 -> 27 ;
28 [label="gini = 0.0\nsamples = 5\nvalue = [4.8268, 0.0]"] ;
26 -> 28 ;
29 [label="X[21] <= 5.5\ngini = 0.1338\nsamples = 1557\nvalue = [1401.71, 108.9073]"] ;
21 -> 29 ;
30 [label="gini = -0.0\nsamples = 1254\nvalue = [1210.5677, 0.0]"] ;
29 -> 30 ;
31 [label="X[12] <= 22.0\ngini = 0.4624\nsamples = 303\nvalue = [191.1423, 108.9073]"] ;
29 -> 31 ;
32 [label="X[4] <= 13.0\ngini = 0.4978\nsamples = 234\nvalue = [124.5321, 108.9073]"] ;
31 -> 32 ;
33 [label="gini = 0.0\nsamples = 129\nvalue = [124.5321, 0.0]"] ;
32 -> 33 ;
34 [label="gini = -0.0\nsamples = 105\nvalue = [0.0, 108.9073]"] ;
32 -> 34 ;
35 [label="gini = 0.0\nsamples = 69\nvalue = [66.6102, 0.0]"] ;
31 -> 35 ;
36 [label="X[20] <= 20.5\ngini = 0.4298\nsamples = 1986\nvalue = [629.418, 1383.6417]"] ;
0 -> 36 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
37 [label="X[10] <= 2.5\ngini = 0.3351\nsamples = 537\nvalue = [414.1416, 112.019]"] ;
36 -> 37 ;
38 [label="gini = 0.0\nsamples = 54\nvalue = [0.0, 56.0095]"] ;
37 -> 38 ;
39 [label="X[21] <= 18.5\ngini = 0.2099\nsamples = 483\nvalue = [414.1416, 56.0095]"] ;
37 -> 39 ;
40 [label="X[7] <= 8.0\ngini = 0.0428\nsamples = 294\nvalue = [278.0251, 6.2233]"] ;
39 -> 40 ;
41 [label="gini = -0.0\nsamples = 288\nvalue = [278.0251, 0.0]"] ;
40 -> 41 ;
42 [label="gini = 0.0\nsamples = 6\nvalue = [0.0, 6.2233]"] ;
40 -> 42 ;
43 [label="X[13] <= 14.0\ngini = 0.3922\nsamples = 189\nvalue = [136.1165, 49.7862]"] ;
39 -> 43 ;
44 [label="gini = 0.0\nsamples = 76\nvalue = [73.3677, 0.0]"] ;
43 -> 44 ;
45 [label="X[21] <= 22.0\ngini = 0.4934\nsamples = 113\nvalue = [62.7487, 49.7862]"] ;
43 -> 45 ;
46 [label="gini = 0.0\nsamples = 48\nvalue = [0.0, 49.7862]"] ;
45 -> 46 ;
47 [label="gini = 0.0\nsamples = 65\nvalue = [62.7487, 0.0]"] ;
45 -> 47 ;
48 [label="X[6] <= 13.0\ngini = 0.2476\nsamples = 1449\nvalue = [215.2764, 1271.6228]"] ;
36 -> 48 ;
49 [label="X[18] <= 14.0\ngini = 0.2229\nsamples = 1419\nvalue = [186.3154, 1271.6228]"] ;
48 -> 49 ;
50 [label="gini = 0.0\nsamples = 1104\nvalue = [0.0, 1145.0828]"] ;
49 -> 50 ;
51 [label="X[3] <= 13.0\ngini = 0.4817\nsamples = 315\nvalue = [186.3154, 126.5399]"] ;
49 -> 51 ;
52 [label="gini = 0.0\nsamples = 134\nvalue = [129.3589, 0.0]"] ;
51 -> 52 ;
53 [label="X[21] <= 18.5\ngini = 0.4281\nsamples = 181\nvalue = [56.9565, 126.5399]"] ;
51 -> 53 ;
54 [label="X[20] <= 23.5\ngini = 0.4233\nsamples = 83\nvalue = [56.9565, 24.8931]"] ;
53 -> 54 ;
55 [label="X[19] <= 20.5\ngini = 0.4192\nsamples = 35\nvalue = [10.619, 24.8931]"] ;
54 -> 55 ;
56 [label="gini = -0.0\nsamples = 24\nvalue = [0.0, 24.8931]"] ;
55 -> 56 ;
57 [label="gini = 0.0\nsamples = 11\nvalue = [10.619, 0.0]"] ;
55 -> 57 ;
58 [label="gini = 0.0\nsamples = 48\nvalue = [46.3375, 0.0]"] ;
54 -> 58 ;
59 [label="gini = -0.0\nsamples = 98\nvalue = [0.0, 101.6468]"] ;
53 -> 59 ;
60 [label="gini = -0.0\nsamples = 30\nvalue = [28.961, 0.0]"] ;
48 -> 60 ;
}