tree.dot

digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname=helvetica] ;
edge [fontname=helvetica] ;
0 [label="X <= 0.01\ngini = 0.43\nsamples = 7488\nvalue = [3677, 8189]\nclass = 1", fillcolor="#399de58d"] ;
1 [label="X <= -0.56\ngini = 0.25\nsamples = 4752\nvalue = [1103, 6400]\nclass = 1", fillcolor="#399de5d3"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X <= -0.91\ngini = 0.13\nsamples = 2926\nvalue = [335, 4292]\nclass = 1", fillcolor="#399de5eb"] ;
1 -> 2 ;
3 [label="X <= -1.54\ngini = 0.08\nsamples = 1961\nvalue = [136, 2948]\nclass = 1", fillcolor="#399de5f3"] ;
2 -> 3 ;
4 [label="X <= -1.65\ngini = 0.03\nsamples = 727\nvalue = [17, 1147]\nclass = 1", fillcolor="#399de5fb"] ;
3 -> 4 ;
5 [label="X <= -2.68\ngini = 0.02\nsamples = 585\nvalue = [8, 902]\nclass = 1", fillcolor="#399de5fd"] ;
4 -> 5 ;
6 [label="X <= -2.69\ngini = 0.06\nsamples = 44\nvalue = [2, 62]\nclass = 1", fillcolor="#399de5f7"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 43\nvalue = [0, 62]\nclass = 1", fillcolor="#399de5ff"] ;
6 -> 7 ;
8 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
6 -> 8 ;
9 [label="X <= -1.8\ngini = 0.01\nsamples = 541\nvalue = [6, 840]\nclass = 1", fillcolor="#399de5fd"] ;
5 -> 9 ;
10 [label="X <= -1.81\ngini = 0.02\nsamples = 382\nvalue = [6, 585]\nclass = 1", fillcolor="#399de5fc"] ;
9 -> 10 ;
11 [label="gini = 0.02\nsamples = 381\nvalue = [5, 585]\nclass = 1", fillcolor="#399de5fd"] ;
10 -> 11 ;
12 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
10 -> 12 ;
13 [label="gini = 0.0\nsamples = 159\nvalue = [0, 255]\nclass = 1", fillcolor="#399de5ff"] ;
9 -> 13 ;
14 [label="X <= -1.65\ngini = 0.07\nsamples = 142\nvalue = [9, 245]\nclass = 1", fillcolor="#399de5f6"] ;
4 -> 14 ;
15 [label="gini = 0.0\nsamples = 1\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
14 -> 15 ;
16 [label="X <= -1.62\ngini = 0.05\nsamples = 141\nvalue = [6, 245]\nclass = 1", fillcolor="#399de5f9"] ;
14 -> 16 ;
17 [label="X <= -1.62\ngini = 0.17\nsamples = 39\nvalue = [6, 58]\nclass = 1", fillcolor="#399de5e5"] ;
16 -> 17 ;
18 [label="gini = 0.15\nsamples = 38\nvalue = [5, 58]\nclass = 1", fillcolor="#399de5e9"] ;
17 -> 18 ;
19 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
17 -> 19 ;
20 [label="gini = 0.0\nsamples = 102\nvalue = [0, 187]\nclass = 1", fillcolor="#399de5ff"] ;
16 -> 20 ;
21 [label="X <= -1.54\ngini = 0.12\nsamples = 1234\nvalue = [119, 1801]\nclass = 1", fillcolor="#399de5ee"] ;
3 -> 21 ;
22 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
21 -> 22 ;
23 [label="X <= -1.52\ngini = 0.11\nsamples = 1232\nvalue = [117, 1801]\nclass = 1", fillcolor="#399de5ee"] ;
21 -> 23 ;
24 [label="X <= -1.52\ngini = 0.27\nsamples = 34\nvalue = [9, 47]\nclass = 1", fillcolor="#399de5ce"] ;
23 -> 24 ;
25 [label="X <= -1.53\ngini = 0.17\nsamples = 33\nvalue = [5, 47]\nclass = 1", fillcolor="#399de5e4"] ;
24 -> 25 ;
26 [label="gini = 0.05\nsamples = 23\nvalue = [1, 35]\nclass = 1", fillcolor="#399de5f8"] ;
25 -> 26 ;
27 [label="gini = 0.38\nsamples = 10\nvalue = [4, 12]\nclass = 1", fillcolor="#399de5aa"] ;
25 -> 27 ;
28 [label="gini = 0.0\nsamples = 1\nvalue = [4, 0]\nclass = 0", fillcolor="#e58139ff"] ;
24 -> 28 ;
29 [label="X <= -0.98\ngini = 0.11\nsamples = 1198\nvalue = [108, 1754]\nclass = 1", fillcolor="#399de5ef"] ;
23 -> 29 ;
30 [label="X <= -0.98\ngini = 0.12\nsamples = 997\nvalue = [96, 1440]\nclass = 1", fillcolor="#399de5ee"] ;
29 -> 30 ;
31 [label="gini = 0.12\nsamples = 996\nvalue = [94, 1440]\nclass = 1", fillcolor="#399de5ee"] ;
30 -> 31 ;
32 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
30 -> 32 ;
33 [label="X <= -0.98\ngini = 0.07\nsamples = 201\nvalue = [12, 314]\nclass = 1", fillcolor="#399de5f5"] ;
29 -> 33 ;
34 [label="gini = 0.0\nsamples = 26\nvalue = [0, 47]\nclass = 1", fillcolor="#399de5ff"] ;
33 -> 34 ;
35 [label="gini = 0.08\nsamples = 175\nvalue = [12, 267]\nclass = 1", fillcolor="#399de5f4"] ;
33 -> 35 ;
36 [label="X <= -0.91\ngini = 0.22\nsamples = 965\nvalue = [199, 1344]\nclass = 1", fillcolor="#399de5d9"] ;
2 -> 36 ;
37 [label="X <= -0.91\ngini = 0.5\nsamples = 12\nvalue = [10, 11]\nclass = 1", fillcolor="#399de517"] ;
36 -> 37 ;
38 [label="gini = 0.0\nsamples = 2\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
37 -> 38 ;
39 [label="X <= -0.91\ngini = 0.48\nsamples = 10\nvalue = [7, 11]\nclass = 1", fillcolor="#399de55d"] ;
37 -> 39 ;
40 [label="gini = 0.0\nsamples = 5\nvalue = [0, 6]\nclass = 1", fillcolor="#399de5ff"] ;
39 -> 40 ;
41 [label="X <= -0.91\ngini = 0.49\nsamples = 5\nvalue = [7, 5]\nclass = 0", fillcolor="#e5813949"] ;
39 -> 41 ;
42 [label="gini = 0.0\nsamples = 1\nvalue = [4, 0]\nclass = 0", fillcolor="#e58139ff"] ;
41 -> 42 ;
43 [label="X <= -0.91\ngini = 0.47\nsamples = 4\nvalue = [3, 5]\nclass = 1", fillcolor="#399de566"] ;
41 -> 43 ;
44 [label="gini = 0.0\nsamples = 3\nvalue = [0, 5]\nclass = 1", fillcolor="#399de5ff"] ;
43 -> 44 ;
45 [label="gini = 0.0\nsamples = 1\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
43 -> 45 ;
46 [label="X <= -0.76\ngini = 0.22\nsamples = 953\nvalue = [189, 1333]\nclass = 1", fillcolor="#399de5db"] ;
36 -> 46 ;
47 [label="X <= -0.79\ngini = 0.17\nsamples = 389\nvalue = [58, 571]\nclass = 1", fillcolor="#399de5e5"] ;
46 -> 47 ;
48 [label="X <= -0.79\ngini = 0.19\nsamples = 307\nvalue = [52, 440]\nclass = 1", fillcolor="#399de5e1"] ;
47 -> 48 ;
49 [label="X <= -0.9\ngini = 0.19\nsamples = 306\nvalue = [51, 440]\nclass = 1", fillcolor="#399de5e1"] ;
48 -> 49 ;
50 [label="gini = 0.0\nsamples = 12\nvalue = [0, 16]\nclass = 1", fillcolor="#399de5ff"] ;
49 -> 50 ;
51 [label="gini = 0.19\nsamples = 294\nvalue = [51, 424]\nclass = 1", fillcolor="#399de5e0"] ;
49 -> 51 ;
52 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
48 -> 52 ;
53 [label="X <= -0.78\ngini = 0.08\nsamples = 82\nvalue = [6, 131]\nclass = 1", fillcolor="#399de5f3"] ;
47 -> 53 ;
54 [label="gini = 0.0\nsamples = 44\nvalue = [0, 66]\nclass = 1", fillcolor="#399de5ff"] ;
53 -> 54 ;
55 [label="X <= -0.78\ngini = 0.15\nsamples = 38\nvalue = [6, 65]\nclass = 1", fillcolor="#399de5e7"] ;
53 -> 55 ;
56 [label="gini = 0.0\nsamples = 1\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
55 -> 56 ;
57 [label="gini = 0.08\nsamples = 37\nvalue = [3, 65]\nclass = 1", fillcolor="#399de5f3"] ;
55 -> 57 ;
58 [label="X <= -0.76\ngini = 0.25\nsamples = 564\nvalue = [131, 762]\nclass = 1", fillcolor="#399de5d3"] ;
46 -> 58 ;
59 [label="gini = 0.0\nsamples = 2\nvalue = [5, 0]\nclass = 0", fillcolor="#e58139ff"] ;
58 -> 59 ;
60 [label="X <= -0.74\ngini = 0.24\nsamples = 562\nvalue = [126, 762]\nclass = 1", fillcolor="#399de5d5"] ;
58 -> 60 ;
61 [label="X <= -0.75\ngini = 0.41\nsamples = 51\nvalue = [21, 52]\nclass = 1", fillcolor="#399de598"] ;
60 -> 61 ;
62 [label="gini = 0.36\nsamples = 46\nvalue = [16, 51]\nclass = 1", fillcolor="#399de5af"] ;
61 -> 62 ;
63 [label="gini = 0.28\nsamples = 5\nvalue = [5, 1]\nclass = 0", fillcolor="#e58139cc"] ;
61 -> 63 ;
64 [label="X <= -0.58\ngini = 0.22\nsamples = 511\nvalue = [105, 710]\nclass = 1", fillcolor="#399de5d9"] ;
60 -> 64 ;
65 [label="gini = 0.24\nsamples = 476\nvalue = [104, 648]\nclass = 1", fillcolor="#399de5d6"] ;
64 -> 65 ;
66 [label="gini = 0.03\nsamples = 35\nvalue = [1, 62]\nclass = 1", fillcolor="#399de5fb"] ;
64 -> 66 ;
67 [label="X <= -0.3\ngini = 0.39\nsamples = 1826\nvalue = [768, 2108]\nclass = 1", fillcolor="#399de5a2"] ;
1 -> 67 ;
68 [label="X <= -0.56\ngini = 0.34\nsamples = 855\nvalue = [292, 1060]\nclass = 1", fillcolor="#399de5b9"] ;
67 -> 68 ;
69 [label="X <= -0.56\ngini = 0.45\nsamples = 12\nvalue = [17, 9]\nclass = 0", fillcolor="#e5813978"] ;
68 -> 69 ;
70 [label="X <= -0.56\ngini = 0.44\nsamples = 3\nvalue = [2, 4]\nclass = 1", fillcolor="#399de57f"] ;
69 -> 70 ;
71 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
70 -> 71 ;
72 [label="gini = 0.0\nsamples = 1\nvalue = [0, 4]\nclass = 1", fillcolor="#399de5ff"] ;
70 -> 72 ;
73 [label="X <= -0.56\ngini = 0.38\nsamples = 9\nvalue = [15, 5]\nclass = 0", fillcolor="#e58139aa"] ;
69 -> 73 ;
74 [label="gini = 0.0\nsamples = 1\nvalue = [7, 0]\nclass = 0", fillcolor="#e58139ff"] ;
73 -> 74 ;
75 [label="X <= -0.56\ngini = 0.47\nsamples = 8\nvalue = [8, 5]\nclass = 0", fillcolor="#e5813960"] ;
73 -> 75 ;
76 [label="X <= -0.56\ngini = 0.5\nsamples = 7\nvalue = [5, 5]\nclass = 0", fillcolor="#e5813900"] ;
75 -> 76 ;
77 [label="gini = 0.41\nsamples = 5\nvalue = [5, 2]\nclass = 0", fillcolor="#e5813999"] ;
76 -> 77 ;
78 [label="gini = 0.0\nsamples = 2\nvalue = [0, 3]\nclass = 1", fillcolor="#399de5ff"] ;
76 -> 78 ;
79 [label="gini = 0.0\nsamples = 1\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
75 -> 79 ;
80 [label="X <= -0.31\ngini = 0.33\nsamples = 843\nvalue = [275, 1051]\nclass = 1", fillcolor="#399de5bc"] ;
68 -> 80 ;
81 [label="X <= -0.31\ngini = 0.33\nsamples = 819\nvalue = [273, 1015]\nclass = 1", fillcolor="#399de5ba"] ;
80 -> 81 ;
82 [label="X <= -0.44\ngini = 0.33\nsamples = 818\nvalue = [271, 1015]\nclass = 1", fillcolor="#399de5bb"] ;
81 -> 82 ;
83 [label="X <= -0.51\ngini = 0.3\nsamples = 382\nvalue = [107, 484]\nclass = 1", fillcolor="#399de5c7"] ;
82 -> 83 ;
84 [label="gini = 0.36\nsamples = 173\nvalue = [64, 205]\nclass = 1", fillcolor="#399de5af"] ;
83 -> 84 ;
85 [label="gini = 0.23\nsamples = 209\nvalue = [43, 279]\nclass = 1", fillcolor="#399de5d8"] ;
83 -> 85 ;
86 [label="X <= -0.44\ngini = 0.36\nsamples = 436\nvalue = [164, 531]\nclass = 1", fillcolor="#399de5b0"] ;
82 -> 86 ;
87 [label="gini = 0.0\nsamples = 1\nvalue = [4, 0]\nclass = 0", fillcolor="#e58139ff"] ;
86 -> 87 ;
88 [label="gini = 0.36\nsamples = 435\nvalue = [160, 531]\nclass = 1", fillcolor="#399de5b2"] ;
86 -> 88 ;
89 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
81 -> 89 ;
90 [label="X <= -0.3\ngini = 0.1\nsamples = 24\nvalue = [2, 36]\nclass = 1", fillcolor="#399de5f1"] ;
80 -> 90 ;
91 [label="gini = 0.0\nsamples = 15\nvalue = [0, 28]\nclass = 1", fillcolor="#399de5ff"] ;
90 -> 91 ;
92 [label="X <= -0.3\ngini = 0.32\nsamples = 9\nvalue = [2, 8]\nclass = 1", fillcolor="#399de5bf"] ;
90 -> 92 ;
93 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
92 -> 93 ;
94 [label="X <= -0.3\ngini = 0.2\nsamples = 8\nvalue = [1, 8]\nclass = 1", fillcolor="#399de5df"] ;
92 -> 94 ;
95 [label="gini = 0.0\nsamples = 3\nvalue = [0, 4]\nclass = 1", fillcolor="#399de5ff"] ;
94 -> 95 ;
96 [label="gini = 0.32\nsamples = 5\nvalue = [1, 4]\nclass = 1", fillcolor="#399de5bf"] ;
94 -> 96 ;
97 [label="X <= -0.02\ngini = 0.43\nsamples = 971\nvalue = [476, 1048]\nclass = 1", fillcolor="#399de58b"] ;
67 -> 97 ;
98 [label="X <= -0.3\ngini = 0.44\nsamples = 873\nvalue = [445, 914]\nclass = 1", fillcolor="#399de583"] ;
97 -> 98 ;
99 [label="gini = 0.0\nsamples = 1\nvalue = [3, 0]\nclass = 0", fillcolor="#e58139ff"] ;
98 -> 99 ;
100 [label="X <= -0.03\ngini = 0.44\nsamples = 872\nvalue = [442, 914]\nclass = 1", fillcolor="#399de584"] ;
98 -> 100 ;
101 [label="X <= -0.04\ngini = 0.44\nsamples = 859\nvalue = [430, 905]\nclass = 1", fillcolor="#399de586"] ;
100 -> 101 ;
102 [label="X <= -0.04\ngini = 0.44\nsamples = 807\nvalue = [413, 845]\nclass = 1", fillcolor="#399de582"] ;
101 -> 102 ;
103 [label="gini = 0.44\nsamples = 794\nvalue = [402, 839]\nclass = 1", fillcolor="#399de585"] ;
102 -> 103 ;
104 [label="gini = 0.46\nsamples = 13\nvalue = [11, 6]\nclass = 0", fillcolor="#e5813974"] ;
102 -> 104 ;
105 [label="X <= -0.04\ngini = 0.34\nsamples = 52\nvalue = [17, 60]\nclass = 1", fillcolor="#399de5b7"] ;
101 -> 105 ;
106 [label="gini = 0.0\nsamples = 10\nvalue = [0, 18]\nclass = 1", fillcolor="#399de5ff"] ;
105 -> 106 ;
107 [label="gini = 0.41\nsamples = 42\nvalue = [17, 42]\nclass = 1", fillcolor="#399de598"] ;
105 -> 107 ;
108 [label="X <= -0.02\ngini = 0.49\nsamples = 13\nvalue = [12, 9]\nclass = 0", fillcolor="#e5813940"] ;
100 -> 108 ;
109 [label="X <= -0.02\ngini = 0.18\nsamples = 5\nvalue = [9, 1]\nclass = 0", fillcolor="#e58139e3"] ;
108 -> 109 ;
110 [label="gini = 0.0\nsamples = 3\nvalue = [7, 0]\nclass = 0", fillcolor="#e58139ff"] ;
109 -> 110 ;
111 [label="gini = 0.44\nsamples = 2\nvalue = [2, 1]\nclass = 0", fillcolor="#e581397f"] ;
109 -> 111 ;
112 [label="X <= -0.02\ngini = 0.4\nsamples = 8\nvalue = [3, 8]\nclass = 1", fillcolor="#399de59f"] ;
108 -> 112 ;
113 [label="gini = 0.2\nsamples = 7\nvalue = [1, 8]\nclass = 1", fillcolor="#399de5df"] ;
112 -> 113 ;
114 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
112 -> 114 ;
115 [label="X <= 0.01\ngini = 0.31\nsamples = 98\nvalue = [31, 134]\nclass = 1", fillcolor="#399de5c4"] ;
97 -> 115 ;
116 [label="X <= 0.01\ngini = 0.32\nsamples = 92\nvalue = [31, 121]\nclass = 1", fillcolor="#399de5be"] ;
115 -> 116 ;
117 [label="X <= -0.02\ngini = 0.31\nsamples = 91\nvalue = [29, 121]\nclass = 1", fillcolor="#399de5c2"] ;
116 -> 117 ;
118 [label="gini = 0.0\nsamples = 5\nvalue = [0, 9]\nclass = 1", fillcolor="#399de5ff"] ;
117 -> 118 ;
119 [label="X <= -0.02\ngini = 0.33\nsamples = 86\nvalue = [29, 112]\nclass = 1", fillcolor="#399de5bd"] ;
117 -> 119 ;
120 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
119 -> 120 ;
121 [label="gini = 0.31\nsamples = 84\nvalue = [27, 112]\nclass = 1", fillcolor="#399de5c2"] ;
119 -> 121 ;
122 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
116 -> 122 ;
123 [label="gini = 0.0\nsamples = 6\nvalue = [0, 13]\nclass = 1", fillcolor="#399de5ff"] ;
115 -> 123 ;
124 [label="X <= 0.68\ngini = 0.48\nsamples = 2736\nvalue = [2574, 1789]\nclass = 0", fillcolor="#e581394e"] ;
0 -> 124 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
125 [label="X <= 0.21\ngini = 0.5\nsamples = 1638\nvalue = [1243, 1375]\nclass = 1", fillcolor="#399de518"] ;
124 -> 125 ;
126 [label="X <= 0.16\ngini = 0.48\nsamples = 602\nvalue = [391, 579]\nclass = 1", fillcolor="#399de553"] ;
125 -> 126 ;
127 [label="X <= 0.15\ngini = 0.49\nsamples = 423\nvalue = [302, 391]\nclass = 1", fillcolor="#399de53a"] ;
126 -> 127 ;
128 [label="X <= 0.01\ngini = 0.49\nsamples = 414\nvalue = [289, 387]\nclass = 1", fillcolor="#399de541"] ;
127 -> 128 ;
129 [label="gini = 0.0\nsamples = 3\nvalue = [5, 0]\nclass = 0", fillcolor="#e58139ff"] ;
128 -> 129 ;
130 [label="X <= 0.11\ngini = 0.49\nsamples = 411\nvalue = [284, 387]\nclass = 1", fillcolor="#399de544"] ;
128 -> 130 ;
131 [label="X <= 0.1\ngini = 0.49\nsamples = 275\nvalue = [199, 245]\nclass = 1", fillcolor="#399de530"] ;
130 -> 131 ;
132 [label="gini = 0.49\nsamples = 267\nvalue = [189, 243]\nclass = 1", fillcolor="#399de539"] ;
131 -> 132 ;
133 [label="gini = 0.28\nsamples = 8\nvalue = [10, 2]\nclass = 0", fillcolor="#e58139cc"] ;
131 -> 133 ;
134 [label="X <= 0.11\ngini = 0.47\nsamples = 136\nvalue = [85, 142]\nclass = 1", fillcolor="#399de566"] ;
130 -> 134 ;
135 [label="gini = 0.15\nsamples = 6\nvalue = [1, 11]\nclass = 1", fillcolor="#399de5e8"] ;
134 -> 135 ;
136 [label="gini = 0.48\nsamples = 130\nvalue = [84, 131]\nclass = 1", fillcolor="#399de55b"] ;
134 -> 136 ;
137 [label="X <= 0.15\ngini = 0.36\nsamples = 9\nvalue = [13, 4]\nclass = 0", fillcolor="#e58139b1"] ;
127 -> 137 ;
138 [label="gini = 0.0\nsamples = 4\nvalue = [9, 0]\nclass = 0", fillcolor="#e58139ff"] ;
137 -> 138 ;
139 [label="X <= 0.15\ngini = 0.5\nsamples = 5\nvalue = [4, 4]\nclass = 0", fillcolor="#e5813900"] ;
137 -> 139 ;
140 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
139 -> 140 ;
141 [label="X <= 0.16\ngini = 0.44\nsamples = 4\nvalue = [4, 2]\nclass = 0", fillcolor="#e581397f"] ;
139 -> 141 ;
142 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
141 -> 142 ;
143 [label="gini = 0.5\nsamples = 3\nvalue = [2, 2]\nclass = 0", fillcolor="#e5813900"] ;
141 -> 143 ;
144 [label="X <= 0.17\ngini = 0.44\nsamples = 179\nvalue = [89, 188]\nclass = 1", fillcolor="#399de586"] ;
126 -> 144 ;
145 [label="X <= 0.16\ngini = 0.22\nsamples = 41\nvalue = [8, 54]\nclass = 1", fillcolor="#399de5d9"] ;
144 -> 145 ;
146 [label="X <= 0.16\ngini = 0.38\nsamples = 12\nvalue = [4, 12]\nclass = 1", fillcolor="#399de5aa"] ;
145 -> 146 ;
147 [label="X <= 0.16\ngini = 0.26\nsamples = 9\nvalue = [2, 11]\nclass = 1", fillcolor="#399de5d1"] ;
146 -> 147 ;
148 [label="gini = 0.44\nsamples = 6\nvalue = [2, 4]\nclass = 1", fillcolor="#399de57f"] ;
147 -> 148 ;
149 [label="gini = 0.0\nsamples = 3\nvalue = [0, 7]\nclass = 1", fillcolor="#399de5ff"] ;
147 -> 149 ;
150 [label="X <= 0.16\ngini = 0.44\nsamples = 3\nvalue = [2, 1]\nclass = 0", fillcolor="#e581397f"] ;
146 -> 150 ;
151 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
150 -> 151 ;
152 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0", fillcolor="#e5813900"] ;
150 -> 152 ;
153 [label="X <= 0.16\ngini = 0.16\nsamples = 29\nvalue = [4, 42]\nclass = 1", fillcolor="#399de5e7"] ;
145 -> 153 ;
154 [label="gini = 0.0\nsamples = 9\nvalue = [0, 16]\nclass = 1", fillcolor="#399de5ff"] ;
153 -> 154 ;
155 [label="X <= 0.16\ngini = 0.23\nsamples = 20\nvalue = [4, 26]\nclass = 1", fillcolor="#399de5d8"] ;
153 -> 155 ;
156 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
155 -> 156 ;
157 [label="gini = 0.19\nsamples = 19\nvalue = [3, 26]\nclass = 1", fillcolor="#399de5e2"] ;
155 -> 157 ;
158 [label="X <= 0.21\ngini = 0.47\nsamples = 138\nvalue = [81, 134]\nclass = 1", fillcolor="#399de565"] ;
144 -> 158 ;
159 [label="X <= 0.21\ngini = 0.49\nsamples = 114\nvalue = [75, 104]\nclass = 1", fillcolor="#399de547"] ;
158 -> 159 ;
160 [label="X <= 0.17\ngini = 0.48\nsamples = 111\nvalue = [69, 104]\nclass = 1", fillcolor="#399de556"] ;
159 -> 160 ;
161 [label="gini = 0.0\nsamples = 1\nvalue = [4, 0]\nclass = 0", fillcolor="#e58139ff"] ;
160 -> 161 ;
162 [label="gini = 0.47\nsamples = 110\nvalue = [65, 104]\nclass = 1", fillcolor="#399de560"] ;
160 -> 162 ;
163 [label="gini = 0.0\nsamples = 3\nvalue = [6, 0]\nclass = 0", fillcolor="#e58139ff"] ;
159 -> 163 ;
164 [label="X <= 0.21\ngini = 0.28\nsamples = 24\nvalue = [6, 30]\nclass = 1", fillcolor="#399de5cc"] ;
158 -> 164 ;
165 [label="gini = 0.0\nsamples = 2\nvalue = [0, 6]\nclass = 1", fillcolor="#399de5ff"] ;
164 -> 165 ;
166 [label="X <= 0.21\ngini = 0.32\nsamples = 22\nvalue = [6, 24]\nclass = 1", fillcolor="#399de5bf"] ;
164 -> 166 ;
167 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
166 -> 167 ;
168 [label="gini = 0.29\nsamples = 21\nvalue = [5, 24]\nclass = 1", fillcolor="#399de5ca"] ;
166 -> 168 ;
169 [label="X <= 0.22\ngini = 0.5\nsamples = 1036\nvalue = [852, 796]\nclass = 0", fillcolor="#e5813911"] ;
125 -> 169 ;
170 [label="X <= 0.22\ngini = 0.1\nsamples = 11\nvalue = [18, 1]\nclass = 0", fillcolor="#e58139f1"] ;
169 -> 170 ;
171 [label="X <= 0.22\ngini = 0.24\nsamples = 7\nvalue = [6, 1]\nclass = 0", fillcolor="#e58139d4"] ;
170 -> 171 ;
172 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]\nclass = 0", fillcolor="#e58139ff"] ;
171 -> 172 ;
173 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1", fillcolor="#399de5ff"] ;
171 -> 173 ;
174 [label="gini = 0.0\nsamples = 4\nvalue = [12, 0]\nclass = 0", fillcolor="#e58139ff"] ;
170 -> 174 ;
175 [label="X <= 0.51\ngini = 0.5\nsamples = 1025\nvalue = [834, 795]\nclass = 0", fillcolor="#e581390c"] ;
169 -> 175 ;
176 [label="X <= 0.51\ngini = 0.5\nsamples = 716\nvalue = [561, 583]\nclass = 1", fillcolor="#399de50a"] ;
175 -> 176 ;
177 [label="X <= 0.24\ngini = 0.5\nsamples = 711\nvalue = [560, 569]\nclass = 1", fillcolor="#399de504"] ;
176 -> 177 ;
178 [label="X <= 0.24\ngini = 0.47\nsamples = 62\nvalue = [34, 54]\nclass = 1", fillcolor="#399de55e"] ;
177 -> 178 ;
179 [label="gini = 0.49\nsamples = 57\nvalue = [34, 42]\nclass = 1", fillcolor="#399de531"] ;
178 -> 179 ;
180 [label="gini = 0.0\nsamples = 5\nvalue = [0, 12]\nclass = 1", fillcolor="#399de5ff"] ;
178 -> 180 ;
181 [label="X <= 0.25\ngini = 0.5\nsamples = 649\nvalue = [526, 515]\nclass = 0", fillcolor="#e5813905"] ;
177 -> 181 ;
182 [label="gini = 0.2\nsamples = 16\nvalue = [24, 3]\nclass = 0", fillcolor="#e58139df"] ;
181 -> 182 ;
183 [label="gini = 0.5\nsamples = 633\nvalue = [502, 512]\nclass = 1", fillcolor="#399de505"] ;
181 -> 183 ;
184 [label="X <= 0.51\ngini = 0.12\nsamples = 5\nvalue = [1, 14]\nclass = 1", fillcolor="#399de5ed"] ;
176 -> 184 ;
185 [label="X <= 0.51\ngini = 0.32\nsamples = 2\nvalue = [1, 4]\nclass = 1", fillcolor="#399de5bf"] ;
184 -> 185 ;
186 [label="gini = 0.0\nsamples = 1\nvalue = [0, 4]\nclass = 1", fillcolor="#399de5ff"] ;
185 -> 186 ;
187 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0", fillcolor="#e58139ff"] ;
185 -> 187 ;
188 [label="gini = 0.0\nsamples = 3\nvalue = [0, 10]\nclass = 1", fillcolor="#399de5ff"] ;
184 -> 188 ;
189 [label="X <= 0.53\ngini = 0.49\nsamples = 309\nvalue = [273, 212]\nclass = 0", fillcolor="#e5813939"] ;
175 -> 189 ;
190 [label="X <= 0.52\ngini = 0.32\nsamples = 28\nvalue = [32, 8]\nclass = 0", fillcolor="#e58139bf"] ;
189 -> 190 ;
191 [label="X <= 0.51\ngini = 0.42\nsamples = 17\nvalue = [16, 7]\nclass = 0", fillcolor="#e581398f"] ;
190 -> 191 ;
192 [label="gini = 0.0\nsamples = 5\nvalue = [8, 0]\nclass = 0", fillcolor="#e58139ff"] ;
191 -> 192 ;
193 [label="gini = 0.5\nsamples = 12\nvalue = [8, 7]\nclass = 0", fillcolor="#e5813920"] ;
191 -> 193 ;
194 [label="X <= 0.53\ngini = 0.11\nsamples = 11\nvalue = [16, 1]\nclass = 0", fillcolor="#e58139ef"] ;
190 -> 194 ;
195 [label="gini = 0.0\nsamples = 6\nvalue = [10, 0]\nclass = 0", fillcolor="#e58139ff"] ;
194 -> 195 ;
196 [label="gini = 0.24\nsamples = 5\nvalue = [6, 1]\nclass = 0", fillcolor="#e58139d4"] ;
194 -> 196 ;
197 [label="X <= 0.53\ngini = 0.5\nsamples = 281\nvalue = [241, 204]\nclass = 0", fillcolor="#e5813927"] ;
189 -> 197 ;
198 [label="X <= 0.53\ngini = 0.27\nsamples = 11\nvalue = [3, 16]\nclass = 1", fillcolor="#399de5cf"] ;
197 -> 198 ;
199 [label="gini = 0.32\nsamples = 9\nvalue = [3, 12]\nclass = 1", fillcolor="#399de5bf"] ;
198 -> 199 ;
200 [label="gini = 0.0\nsamples = 2\nvalue = [0, 4]\nclass = 1", fillcolor="#399de5ff"] ;
198 -> 200 ;
201 [label="X <= 0.67\ngini = 0.49\nsamples = 270\nvalue = [238, 188]\nclass = 0", fillcolor="#e5813936"] ;
197 -> 201 ;
202 [label="gini = 0.49\nsamples = 260\nvalue = [233, 176]\nclass = 0", fillcolor="#e581393e"] ;
201 -> 202 ;
203 [label="gini = 0.42\nsamples = 10\nvalue = [5, 12]\nclass = 1", fillcolor="#399de595"] ;
201 -> 203 ;
204 [label="X <= 1.12\ngini = 0.36\nsamples = 1098\nvalue = [1331, 414]\nclass = 0", fillcolor="#e58139b0"] ;
124 -> 204 ;
205 [label="X <= 0.85\ngini = 0.42\nsamples = 614\nvalue = [678, 296]\nclass = 0", fillcolor="#e5813990"] ;
204 -> 205 ;
206 [label="X <= 0.73\ngini = 0.39\nsamples = 291\nvalue = [340, 124]\nclass = 0", fillcolor="#e58139a2"] ;
205 -> 206 ;
207 [label="X <= 0.68\ngini = 0.46\nsamples = 86\nvalue = [85, 46]\nclass = 0", fillcolor="#e5813975"] ;
206 -> 207 ;
208 [label="X <= 0.68\ngini = 0.2\nsamples = 10\nvalue = [16, 2]\nclass = 0", fillcolor="#e58139df"] ;
207 -> 208 ;
209 [label="gini = 0.0\nsamples = 4\nvalue = [8, 0]\nclass = 0", fillcolor="#e58139ff"] ;
208 -> 209 ;
210 [label="X <= 0.68\ngini = 0.32\nsamples = 6\nvalue = [8, 2]\nclass = 0", fillcolor="#e58139bf"] ;
208 -> 210 ;
211 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
210 -> 211 ;
212 [label="gini = 0.0\nsamples = 5\nvalue = [8, 0]\nclass = 0", fillcolor="#e58139ff"] ;
210 -> 212 ;
213 [label="X <= 0.69\ngini = 0.48\nsamples = 76\nvalue = [69, 44]\nclass = 0", fillcolor="#e581395c"] ;
207 -> 213 ;
214 [label="X <= 0.68\ngini = 0.38\nsamples = 4\nvalue = [2, 6]\nclass = 1", fillcolor="#399de5aa"] ;
213 -> 214 ;
215 [label="gini = 0.44\nsamples = 2\nvalue = [2, 1]\nclass = 0", fillcolor="#e581397f"] ;
214 -> 215 ;
216 [label="gini = 0.0\nsamples = 2\nvalue = [0, 5]\nclass = 1", fillcolor="#399de5ff"] ;
214 -> 216 ;
217 [label="X <= 0.69\ngini = 0.46\nsamples = 72\nvalue = [67, 38]\nclass = 0", fillcolor="#e581396e"] ;
213 -> 217 ;
218 [label="gini = 0.0\nsamples = 4\nvalue = [8, 0]\nclass = 0", fillcolor="#e58139ff"] ;
217 -> 218 ;
219 [label="gini = 0.48\nsamples = 68\nvalue = [59, 38]\nclass = 0", fillcolor="#e581395b"] ;
217 -> 219 ;
220 [label="X <= 0.78\ngini = 0.36\nsamples = 205\nvalue = [255, 78]\nclass = 0", fillcolor="#e58139b1"] ;
206 -> 220 ;
221 [label="X <= 0.76\ngini = 0.28\nsamples = 77\nvalue = [104, 21]\nclass = 0", fillcolor="#e58139cc"] ;
220 -> 221 ;
222 [label="X <= 0.75\ngini = 0.36\nsamples = 42\nvalue = [46, 14]\nclass = 0", fillcolor="#e58139b1"] ;
221 -> 222 ;
223 [label="gini = 0.25\nsamples = 32\nvalue = [41, 7]\nclass = 0", fillcolor="#e58139d3"] ;
222 -> 223 ;
224 [label="gini = 0.49\nsamples = 10\nvalue = [5, 7]\nclass = 1", fillcolor="#399de549"] ;
222 -> 224 ;
225 [label="X <= 0.77\ngini = 0.19\nsamples = 35\nvalue = [58, 7]\nclass = 0", fillcolor="#e58139e0"] ;
221 -> 225 ;
226 [label="gini = 0.07\nsamples = 13\nvalue = [27, 1]\nclass = 0", fillcolor="#e58139f6"] ;
225 -> 226 ;
227 [label="gini = 0.27\nsamples = 22\nvalue = [31, 6]\nclass = 0", fillcolor="#e58139ce"] ;
225 -> 227 ;
228 [label="X <= 0.8\ngini = 0.4\nsamples = 128\nvalue = [151, 57]\nclass = 0", fillcolor="#e581399f"] ;
220 -> 228 ;
229 [label="X <= 0.78\ngini = 0.49\nsamples = 31\nvalue = [25, 20]\nclass = 0", fillcolor="#e5813933"] ;
228 -> 229 ;
230 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]\nclass = 1", fillcolor="#399de5ff"] ;
229 -> 230 ;
231 [label="gini = 0.48\nsamples = 28\nvalue = [25, 17]\nclass = 0", fillcolor="#e5813952"] ;
229 -> 231 ;
232 [label="X <= 0.84\ngini = 0.35\nsamples = 97\nvalue = [126, 37]\nclass = 0", fillcolor="#e58139b4"] ;
228 -> 232 ;
233 [label="gini = 0.39\nsamples = 75\nvalue = [90, 33]\nclass = 0", fillcolor="#e58139a1"] ;
232 -> 233 ;
234 [label="gini = 0.18\nsamples = 22\nvalue = [36, 4]\nclass = 0", fillcolor="#e58139e3"] ;
232 -> 234 ;
235 [label="X <= 0.97\ngini = 0.45\nsamples = 323\nvalue = [338, 172]\nclass = 0", fillcolor="#e581397d"] ;
205 -> 235 ;
236 [label="X <= 0.85\ngini = 0.48\nsamples = 152\nvalue = [144, 96]\nclass = 0", fillcolor="#e5813955"] ;
235 -> 236 ;
237 [label="X <= 0.85\ngini = 0.38\nsamples = 4\nvalue = [2, 6]\nclass = 1", fillcolor="#399de5aa"] ;
236 -> 237 ;
238 [label="X <= 0.85\ngini = 0.44\nsamples = 2\nvalue = [2, 1]\nclass = 0", fillcolor="#e581397f"] ;
237 -> 238 ;
239 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1", fillcolor="#399de5ff"] ;
238 -> 239 ;
240 [label="gini = 0.0\nsamples = 1\nvalue = [2, 0]\nclass = 0", fillcolor="#e58139ff"] ;
238 -> 240 ;
241 [label="gini = 0.0\nsamples = 2\nvalue = [0, 5]\nclass = 1", fillcolor="#399de5ff"] ;
237 -> 241 ;
242 [label="X <= 0.95\ngini = 0.47\nsamples = 148\nvalue = [142, 90]\nclass = 0", fillcolor="#e581395d"] ;
236 -> 242 ;
243 [label="X <= 0.94\ngini = 0.46\nsamples = 130\nvalue = [128, 73]\nclass = 0", fillcolor="#e581396e"] ;
242 -> 243 ;
244 [label="gini = 0.48\nsamples = 113\nvalue = [108, 69]\nclass = 0", fillcolor="#e581395c"] ;
243 -> 244 ;
245 [label="gini = 0.28\nsamples = 17\nvalue = [20, 4]\nclass = 0", fillcolor="#e58139cc"] ;
243 -> 245 ;
246 [label="X <= 0.96\ngini = 0.5\nsamples = 18\nvalue = [14, 17]\nclass = 1", fillcolor="#399de52d"] ;
242 -> 246 ;
247 [label="gini = 0.42\nsamples = 10\nvalue = [5, 12]\nclass = 1", fillcolor="#399de595"] ;
246 -> 247 ;
248 [label="gini = 0.46\nsamples = 8\nvalue = [9, 5]\nclass = 0", fillcolor="#e5813971"] ;
246 -> 248 ;
249 [label="X <= 0.97\ngini = 0.4\nsamples = 171\nvalue = [194, 76]\nclass = 0", fillcolor="#e581399b"] ;
235 -> 249 ;
250 [label="gini = 0.0\nsamples = 9\nvalue = [14, 0]\nclass = 0", fillcolor="#e58139ff"] ;
249 -> 250 ;
251 [label="X <= 0.97\ngini = 0.42\nsamples = 162\nvalue = [180, 76]\nclass = 0", fillcolor="#e5813993"] ;
249 -> 251 ;
252 [label="X <= 0.97\ngini = 0.32\nsamples = 3\nvalue = [1, 4]\nclass = 1", fillcolor="#399de5bf"] ;
251 -> 252 ;
253 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
252 -> 253 ;
254 [label="gini = 0.44\nsamples = 2\nvalue = [1, 2]\nclass = 1", fillcolor="#399de57f"] ;
252 -> 254 ;
255 [label="X <= 1.12\ngini = 0.41\nsamples = 159\nvalue = [179, 72]\nclass = 0", fillcolor="#e5813998"] ;
251 -> 255 ;
256 [label="gini = 0.4\nsamples = 157\nvalue = [179, 70]\nclass = 0", fillcolor="#e581399b"] ;
255 -> 256 ;
257 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
255 -> 257 ;
258 [label="X <= 1.6\ngini = 0.26\nsamples = 484\nvalue = [653, 118]\nclass = 0", fillcolor="#e58139d1"] ;
204 -> 258 ;
259 [label="X <= 1.6\ngini = 0.31\nsamples = 309\nvalue = [408, 96]\nclass = 0", fillcolor="#e58139c3"] ;
258 -> 259 ;
260 [label="X <= 1.14\ngini = 0.3\nsamples = 308\nvalue = [408, 94]\nclass = 0", fillcolor="#e58139c4"] ;
259 -> 260 ;
261 [label="gini = 0.0\nsamples = 16\nvalue = [23, 0]\nclass = 0", fillcolor="#e58139ff"] ;
260 -> 261 ;
262 [label="X <= 1.15\ngini = 0.32\nsamples = 292\nvalue = [385, 94]\nclass = 0", fillcolor="#e58139c1"] ;
260 -> 262 ;
263 [label="gini = 0.0\nsamples = 1\nvalue = [0, 3]\nclass = 1", fillcolor="#399de5ff"] ;
262 -> 263 ;
264 [label="X <= 1.44\ngini = 0.31\nsamples = 291\nvalue = [385, 91]\nclass = 0", fillcolor="#e58139c3"] ;
262 -> 264 ;
265 [label="gini = 0.33\nsamples = 215\nvalue = [275, 74]\nclass = 0", fillcolor="#e58139ba"] ;
264 -> 265 ;
266 [label="gini = 0.23\nsamples = 76\nvalue = [110, 17]\nclass = 0", fillcolor="#e58139d8"] ;
264 -> 266 ;
267 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
259 -> 267 ;
268 [label="X <= 2.07\ngini = 0.15\nsamples = 175\nvalue = [245, 22]\nclass = 0", fillcolor="#e58139e8"] ;
258 -> 268 ;
269 [label="X <= 1.72\ngini = 0.19\nsamples = 122\nvalue = [171, 21]\nclass = 0", fillcolor="#e58139e0"] ;
268 -> 269 ;
270 [label="X <= 1.69\ngini = 0.03\nsamples = 47\nvalue = [68, 1]\nclass = 0", fillcolor="#e58139fb"] ;
269 -> 270 ;
271 [label="gini = 0.0\nsamples = 33\nvalue = [45, 0]\nclass = 0", fillcolor="#e58139ff"] ;
270 -> 271 ;
272 [label="X <= 1.69\ngini = 0.08\nsamples = 14\nvalue = [23, 1]\nclass = 0", fillcolor="#e58139f4"] ;
270 -> 272 ;
273 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1", fillcolor="#399de5ff"] ;
272 -> 273 ;
274 [label="gini = 0.0\nsamples = 13\nvalue = [23, 0]\nclass = 0", fillcolor="#e58139ff"] ;
272 -> 274 ;
275 [label="X <= 1.73\ngini = 0.27\nsamples = 75\nvalue = [103, 20]\nclass = 0", fillcolor="#e58139cd"] ;
269 -> 275 ;
276 [label="gini = 0.0\nsamples = 1\nvalue = [0, 2]\nclass = 1", fillcolor="#399de5ff"] ;
275 -> 276 ;
277 [label="X <= 2.05\ngini = 0.25\nsamples = 74\nvalue = [103, 18]\nclass = 0", fillcolor="#e58139d2"] ;
275 -> 277 ;
278 [label="gini = 0.23\nsamples = 70\nvalue = [100, 15]\nclass = 0", fillcolor="#e58139d9"] ;
277 -> 278 ;
279 [label="gini = 0.5\nsamples = 4\nvalue = [3, 3]\nclass = 0", fillcolor="#e5813900"] ;
277 -> 279 ;
280 [label="X <= 2.68\ngini = 0.03\nsamples = 53\nvalue = [74, 1]\nclass = 0", fillcolor="#e58139fc"] ;
268 -> 280 ;
281 [label="gini = 0.0\nsamples = 42\nvalue = [56, 0]\nclass = 0", fillcolor="#e58139ff"] ;
280 -> 281 ;
282 [label="X <= 2.7\ngini = 0.1\nsamples = 11\nvalue = [18, 1]\nclass = 0", fillcolor="#e58139f1"] ;
280 -> 282 ;
283 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1", fillcolor="#399de5ff"] ;
282 -> 283 ;
284 [label="gini = 0.0\nsamples = 10\nvalue = [18, 0]\nclass = 0", fillcolor="#e58139ff"] ;
282 -> 284 ;
}