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modelo2.dot
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digraph Tree {
node [shape=box] ;
0 [label="X[0] <= 0.5\nentropy = 0.888\nsamples = 700\nvalue = [214, 486]"] ;
1 [label="X[13] <= 0.5\nentropy = 0.544\nsamples = 272\nvalue = [34, 238]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="X[12] <= 44.5\nentropy = 0.951\nsamples = 27\nvalue = [10, 17]"] ;
1 -> 2 ;
3 [label="X[3] <= 3.5\nentropy = 1.0\nsamples = 20\nvalue = [10, 10]"] ;
2 -> 3 ;
4 [label="entropy = 0.722\nsamples = 10\nvalue = [8, 2]"] ;
3 -> 4 ;
5 [label="entropy = 0.722\nsamples = 10\nvalue = [2, 8]"] ;
3 -> 5 ;
6 [label="entropy = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
2 -> 6 ;
7 [label="X[2] <= 1.5\nentropy = 0.462\nsamples = 245\nvalue = [24, 221]"] ;
1 -> 7 ;
8 [label="X[4] <= 6934.5\nentropy = 0.15\nsamples = 93\nvalue = [2, 91]"] ;
7 -> 8 ;
9 [label="entropy = 0.0\nsamples = 85\nvalue = [0, 85]"] ;
8 -> 9 ;
10 [label="entropy = 0.811\nsamples = 8\nvalue = [2, 6]"] ;
8 -> 10 ;
11 [label="X[15] <= 1.5\nentropy = 0.597\nsamples = 152\nvalue = [22, 130]"] ;
7 -> 11 ;
12 [label="X[6] <= 2.5\nentropy = 0.429\nsamples = 114\nvalue = [10, 104]"] ;
11 -> 12 ;
13 [label="X[7] <= 2.5\nentropy = 0.535\nsamples = 82\nvalue = [10, 72]"] ;
12 -> 13 ;
14 [label="X[4] <= 1389.5\nentropy = 0.201\nsamples = 32\nvalue = [1, 31]"] ;
13 -> 14 ;
15 [label="entropy = 0.65\nsamples = 6\nvalue = [1, 5]"] ;
14 -> 15 ;
16 [label="entropy = 0.0\nsamples = 26\nvalue = [0, 26]"] ;
14 -> 16 ;
17 [label="X[12] <= 23.5\nentropy = 0.68\nsamples = 50\nvalue = [9, 41]"] ;
13 -> 17 ;
18 [label="entropy = 0.811\nsamples = 4\nvalue = [3, 1]"] ;
17 -> 18 ;
19 [label="X[3] <= 6.0\nentropy = 0.559\nsamples = 46\nvalue = [6, 40]"] ;
17 -> 19 ;
20 [label="X[9] <= 1.5\nentropy = 0.75\nsamples = 28\nvalue = [6, 22]"] ;
19 -> 20 ;
21 [label="entropy = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
20 -> 21 ;
22 [label="X[3] <= 2.5\nentropy = 0.619\nsamples = 26\nvalue = [4, 22]"] ;
20 -> 22 ;
23 [label="entropy = 0.0\nsamples = 16\nvalue = [0, 16]"] ;
22 -> 23 ;
24 [label="entropy = 0.971\nsamples = 10\nvalue = [4, 6]"] ;
22 -> 24 ;
25 [label="entropy = 0.0\nsamples = 18\nvalue = [0, 18]"] ;
19 -> 25 ;
26 [label="entropy = 0.0\nsamples = 32\nvalue = [0, 32]"] ;
12 -> 26 ;
27 [label="X[4] <= 3607.5\nentropy = 0.9\nsamples = 38\nvalue = [12, 26]"] ;
11 -> 27 ;
28 [label="X[6] <= 1.5\nentropy = 0.592\nsamples = 21\nvalue = [3, 18]"] ;
27 -> 28 ;
29 [label="entropy = 0.0\nsamples = 10\nvalue = [0, 10]"] ;
28 -> 29 ;
30 [label="entropy = 0.845\nsamples = 11\nvalue = [3, 8]"] ;
28 -> 30 ;
31 [label="entropy = 0.998\nsamples = 17\nvalue = [9, 8]"] ;
27 -> 31 ;
32 [label="X[1] <= 8.5\nentropy = 0.982\nsamples = 428\nvalue = [180, 248]"] ;
0 -> 32 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
33 [label="X[2] <= 0.5\nentropy = 0.485\nsamples = 38\nvalue = [4, 34]"] ;
32 -> 33 ;
34 [label="entropy = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
33 -> 34 ;
35 [label="X[4] <= 3015.5\nentropy = 0.31\nsamples = 36\nvalue = [2, 34]"] ;
33 -> 35 ;
36 [label="entropy = 0.0\nsamples = 32\nvalue = [0, 32]"] ;
35 -> 36 ;
37 [label="entropy = 1.0\nsamples = 4\nvalue = [2, 2]"] ;
35 -> 37 ;
38 [label="X[1] <= 43.5\nentropy = 0.993\nsamples = 390\nvalue = [176, 214]"] ;
32 -> 38 ;
39 [label="X[4] <= 1381.5\nentropy = 0.982\nsamples = 358\nvalue = [151, 207]"] ;
38 -> 39 ;
40 [label="X[11] <= 2.5\nentropy = 0.994\nsamples = 101\nvalue = [55, 46]"] ;
39 -> 40 ;
41 [label="X[6] <= 3.5\nentropy = 0.984\nsamples = 73\nvalue = [31, 42]"] ;
40 -> 41 ;
42 [label="X[9] <= 1.5\nentropy = 0.966\nsamples = 69\nvalue = [27, 42]"] ;
41 -> 42 ;
43 [label="entropy = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
42 -> 43 ;
44 [label="X[4] <= 590.0\nentropy = 0.988\nsamples = 62\nvalue = [27, 35]"] ;
42 -> 44 ;
45 [label="entropy = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
44 -> 45 ;
46 [label="X[3] <= 2.0\nentropy = 0.997\nsamples = 58\nvalue = [27, 31]"] ;
44 -> 46 ;
47 [label="X[1] <= 15.0\nentropy = 0.918\nsamples = 21\nvalue = [14, 7]"] ;
46 -> 47 ;
48 [label="entropy = 0.996\nsamples = 13\nvalue = [6, 7]"] ;
47 -> 48 ;
49 [label="entropy = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
47 -> 49 ;
50 [label="X[4] <= 1223.5\nentropy = 0.935\nsamples = 37\nvalue = [13, 24]"] ;
46 -> 50 ;
51 [label="X[7] <= 2.5\nentropy = 0.996\nsamples = 28\nvalue = [13, 15]"] ;
50 -> 51 ;
52 [label="entropy = 0.0\nsamples = 5\nvalue = [0, 5]"] ;
51 -> 52 ;
53 [label="X[5] <= 0.5\nentropy = 0.988\nsamples = 23\nvalue = [13, 10]"] ;
51 -> 53 ;
54 [label="entropy = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
53 -> 54 ;
55 [label="X[5] <= 1.5\nentropy = 0.959\nsamples = 21\nvalue = [13, 8]"] ;
53 -> 55 ;
56 [label="entropy = 0.0\nsamples = 3\nvalue = [3, 0]"] ;
55 -> 56 ;
57 [label="entropy = 0.991\nsamples = 18\nvalue = [10, 8]"] ;
55 -> 57 ;
58 [label="entropy = 0.0\nsamples = 9\nvalue = [0, 9]"] ;
50 -> 58 ;
59 [label="entropy = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
41 -> 59 ;
60 [label="X[10] <= 1.5\nentropy = 0.592\nsamples = 28\nvalue = [24, 4]"] ;
40 -> 60 ;
61 [label="entropy = 0.918\nsamples = 3\nvalue = [1, 2]"] ;
60 -> 61 ;
62 [label="X[12] <= 64.0\nentropy = 0.402\nsamples = 25\nvalue = [23, 2]"] ;
60 -> 62 ;
63 [label="X[1] <= 10.5\nentropy = 0.25\nsamples = 24\nvalue = [23, 1]"] ;
62 -> 63 ;
64 [label="entropy = 0.918\nsamples = 3\nvalue = [2, 1]"] ;
63 -> 64 ;
65 [label="entropy = 0.0\nsamples = 21\nvalue = [21, 0]"] ;
63 -> 65 ;
66 [label="entropy = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
62 -> 66 ;
67 [label="X[0] <= 2.5\nentropy = 0.953\nsamples = 257\nvalue = [96, 161]"] ;
39 -> 67 ;
68 [label="X[4] <= 8150.5\nentropy = 0.973\nsamples = 233\nvalue = [94, 139]"] ;
67 -> 68 ;
69 [label="X[2] <= 0.5\nentropy = 0.958\nsamples = 216\nvalue = [82, 134]"] ;
68 -> 69 ;
70 [label="entropy = 0.863\nsamples = 14\nvalue = [10, 4]"] ;
69 -> 70 ;
71 [label="X[1] <= 20.5\nentropy = 0.94\nsamples = 202\nvalue = [72, 130]"] ;
69 -> 71 ;
72 [label="X[17] <= 1.5\nentropy = 0.841\nsamples = 100\nvalue = [27, 73]"] ;
71 -> 72 ;
73 [label="X[14] <= 1.5\nentropy = 0.889\nsamples = 88\nvalue = [27, 61]"] ;
72 -> 73 ;
74 [label="X[13] <= 0.5\nentropy = 0.781\nsamples = 69\nvalue = [16, 53]"] ;
73 -> 74 ;
75 [label="entropy = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
74 -> 75 ;
76 [label="X[10] <= 3.5\nentropy = 0.85\nsamples = 58\nvalue = [16, 42]"] ;
74 -> 76 ;
77 [label="X[12] <= 57.0\nentropy = 0.918\nsamples = 45\nvalue = [15, 30]"] ;
76 -> 77 ;
78 [label="X[16] <= 0.5\nentropy = 0.884\nsamples = 43\nvalue = [13, 30]"] ;
77 -> 78 ;
79 [label="entropy = 0.918\nsamples = 6\nvalue = [4, 2]"] ;
78 -> 79 ;
80 [label="X[4] <= 1663.5\nentropy = 0.8\nsamples = 37\nvalue = [9, 28]"] ;
78 -> 80 ;
81 [label="entropy = 0.0\nsamples = 11\nvalue = [0, 11]"] ;
80 -> 81 ;
82 [label="X[10] <= 1.5\nentropy = 0.931\nsamples = 26\nvalue = [9, 17]"] ;
80 -> 82 ;
83 [label="entropy = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
82 -> 83 ;
84 [label="entropy = 0.998\nsamples = 19\nvalue = [9, 10]"] ;
82 -> 84 ;
85 [label="entropy = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
77 -> 85 ;
86 [label="entropy = 0.391\nsamples = 13\nvalue = [1, 12]"] ;
76 -> 86 ;
87 [label="entropy = 0.982\nsamples = 19\nvalue = [11, 8]"] ;
73 -> 87 ;
88 [label="entropy = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
72 -> 88 ;
89 [label="X[4] <= 1789.0\nentropy = 0.99\nsamples = 102\nvalue = [45, 57]"] ;
71 -> 89 ;
90 [label="entropy = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
89 -> 90 ;
91 [label="X[4] <= 1951.5\nentropy = 0.997\nsamples = 96\nvalue = [45, 51]"] ;
89 -> 91 ;
92 [label="entropy = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
91 -> 92 ;
93 [label="X[12] <= 23.5\nentropy = 0.987\nsamples = 90\nvalue = [39, 51]"] ;
91 -> 93 ;
94 [label="entropy = 0.837\nsamples = 15\nvalue = [11, 4]"] ;
93 -> 94 ;
95 [label="X[7] <= 2.5\nentropy = 0.953\nsamples = 75\nvalue = [28, 47]"] ;
93 -> 95 ;
96 [label="X[4] <= 5518.0\nentropy = 0.758\nsamples = 32\nvalue = [7, 25]"] ;
95 -> 96 ;
97 [label="X[5] <= 2.0\nentropy = 0.934\nsamples = 20\nvalue = [7, 13]"] ;
96 -> 97 ;
98 [label="entropy = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
97 -> 98 ;
99 [label="entropy = 1.0\nsamples = 14\nvalue = [7, 7]"] ;
97 -> 99 ;
100 [label="entropy = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
96 -> 100 ;
101 [label="X[4] <= 3207.0\nentropy = 1.0\nsamples = 43\nvalue = [21, 22]"] ;
95 -> 101 ;
102 [label="entropy = 0.831\nsamples = 19\nvalue = [5, 14]"] ;
101 -> 102 ;
103 [label="X[12] <= 55.0\nentropy = 0.918\nsamples = 24\nvalue = [16, 8]"] ;
101 -> 103 ;
104 [label="X[8] <= 0.5\nentropy = 0.845\nsamples = 22\nvalue = [16, 6]"] ;
103 -> 104 ;
105 [label="entropy = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
104 -> 105 ;
106 [label="entropy = 0.937\nsamples = 17\nvalue = [11, 6]"] ;
104 -> 106 ;
107 [label="entropy = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
103 -> 107 ;
108 [label="entropy = 0.874\nsamples = 17\nvalue = [12, 5]"] ;
68 -> 108 ;
109 [label="X[16] <= 2.5\nentropy = 0.414\nsamples = 24\nvalue = [2, 22]"] ;
67 -> 109 ;
110 [label="entropy = 0.684\nsamples = 11\nvalue = [2, 9]"] ;
109 -> 110 ;
111 [label="entropy = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
109 -> 111 ;
112 [label="X[5] <= 0.5\nentropy = 0.758\nsamples = 32\nvalue = [25, 7]"] ;
38 -> 112 ;
113 [label="entropy = 0.0\nsamples = 3\nvalue = [0, 3]"] ;
112 -> 113 ;
114 [label="X[10] <= 1.5\nentropy = 0.579\nsamples = 29\nvalue = [25, 4]"] ;
112 -> 114 ;
115 [label="entropy = 0.918\nsamples = 3\nvalue = [1, 2]"] ;
114 -> 115 ;
116 [label="X[6] <= 3.5\nentropy = 0.391\nsamples = 26\nvalue = [24, 2]"] ;
114 -> 116 ;
117 [label="X[17] <= 1.5\nentropy = 0.242\nsamples = 25\nvalue = [24, 1]"] ;
116 -> 117 ;
118 [label="entropy = 0.0\nsamples = 22\nvalue = [22, 0]"] ;
117 -> 118 ;
119 [label="entropy = 0.918\nsamples = 3\nvalue = [2, 1]"] ;
117 -> 119 ;
120 [label="entropy = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
116 -> 120 ;
}