Source.gv

digraph Tree {
node [shape=box] ;
0 [label="X[1] <= 0.5\ngini = 0.735\nsamples = 277058\nvalue = [102657, 12008, 18473, 16144, 91720, 23274, 9337, 3445]"] ;
1 [label="X[0] <= 17.655\ngini = 0.0\nsamples = 90964\nvalue = [90963, 0, 1, 0, 0, 0, 0, 0]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="gini = 0.0\nsamples = 90273\nvalue = [90273, 0, 0, 0, 0, 0, 0, 0]"] ;
1 -> 2 ;
3 [label="X[0] <= 17.705\ngini = 0.003\nsamples = 691\nvalue = [690, 0, 1, 0, 0, 0, 0, 0]"] ;
1 -> 3 ;
4 [label="X[2] <= 0.5\ngini = 0.245\nsamples = 7\nvalue = [6, 0, 1, 0, 0, 0, 0, 0]"] ;
3 -> 4 ;
5 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4 -> 5 ;
6 [label="gini = 0.278\nsamples = 6\nvalue = [5, 0, 1, 0, 0, 0, 0, 0]"] ;
4 -> 6 ;
7 [label="gini = 0.0\nsamples = 684\nvalue = [684, 0, 0, 0, 0, 0, 0, 0]"] ;
3 -> 7 ;
8 [label="X[0] <= 0.865\ngini = 0.713\nsamples = 186094\nvalue = [11694, 12008, 18472, 16144, 91720, 23274, 9337, 3445]"] ;
0 -> 8 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
9 [label="X[0] <= 0.095\ngini = 0.785\nsamples = 13659\nvalue = [1206, 130, 499, 1287, 5022, 2821, 1337, 1357]"] ;
8 -> 9 ;
10 [label="X[0] <= 0.005\ngini = 0.785\nsamples = 609\nvalue = [192, 38, 34, 154, 119, 41, 7, 24]"] ;
9 -> 10 ;
11 [label="gini = 0.782\nsamples = 554\nvalue = [170, 37, 33, 150, 109, 29, 5, 21]"] ;
10 -> 11 ;
12 [label="X[0] <= 0.075\ngini = 0.749\nsamples = 55\nvalue = [22, 1, 1, 4, 10, 12, 2, 3]"] ;
10 -> 12 ;
13 [label="X[0] <= 0.065\ngini = 0.75\nsamples = 46\nvalue = [17, 1, 1, 3, 10, 11, 0, 3]"] ;
12 -> 13 ;
14 [label="X[0] <= 0.035\ngini = 0.747\nsamples = 42\nvalue = [16, 1, 1, 3, 7, 11, 0, 3]"] ;
13 -> 14 ;
15 [label="X[0] <= 0.025\ngini = 0.802\nsamples = 18\nvalue = [5, 1, 0, 3, 3, 4, 0, 2]"] ;
14 -> 15 ;
16 [label="X[0] <= 0.015\ngini = 0.805\nsamples = 16\nvalue = [4, 1, 0, 2, 3, 4, 0, 2]"] ;
15 -> 16 ;
17 [label="gini = 0.8\nsamples = 10\nvalue = [3, 1, 0, 1, 2, 2, 0, 1]"] ;
16 -> 17 ;
18 [label="gini = 0.778\nsamples = 6\nvalue = [1, 0, 0, 1, 1, 2, 0, 1]"] ;
16 -> 18 ;
19 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 1, 0, 0, 0, 0]"] ;
15 -> 19 ;
20 [label="X[0] <= 0.045\ngini = 0.674\nsamples = 24\nvalue = [11, 0, 1, 0, 4, 7, 0, 1]"] ;
14 -> 20 ;
21 [label="gini = 0.64\nsamples = 5\nvalue = [2, 0, 0, 0, 2, 1, 0, 0]"] ;
20 -> 21 ;
22 [label="X[0] <= 0.055\ngini = 0.659\nsamples = 19\nvalue = [9, 0, 1, 0, 2, 6, 0, 1]"] ;
20 -> 22 ;
23 [label="gini = 0.656\nsamples = 8\nvalue = [4, 0, 1, 0, 1, 2, 0, 0]"] ;
22 -> 23 ;
24 [label="gini = 0.645\nsamples = 11\nvalue = [5, 0, 0, 0, 1, 4, 0, 1]"] ;
22 -> 24 ;
25 [label="gini = 0.375\nsamples = 4\nvalue = [1, 0, 0, 0, 3, 0, 0, 0]"] ;
13 -> 25 ;
26 [label="X[0] <= 0.085\ngini = 0.617\nsamples = 9\nvalue = [5, 0, 0, 1, 0, 1, 2, 0]"] ;
12 -> 26 ;
27 [label="gini = 0.612\nsamples = 7\nvalue = [4, 0, 0, 1, 0, 1, 1, 0]"] ;
26 -> 27 ;
28 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 0, 1, 0]"] ;
26 -> 28 ;
29 [label="X[0] <= 0.695\ngini = 0.778\nsamples = 13050\nvalue = [1014, 92, 465, 1133, 4903, 2780, 1330, 1333]"] ;
9 -> 29 ;
30 [label="X[0] <= 0.465\ngini = 0.779\nsamples = 7398\nvalue = [649, 39, 181, 435, 2536, 1924, 765, 869]"] ;
29 -> 30 ;
31 [label="X[0] <= 0.285\ngini = 0.791\nsamples = 2592\nvalue = [293, 13, 59, 91, 743, 722, 267, 404]"] ;
30 -> 31 ;
32 [label="X[0] <= 0.195\ngini = 0.819\nsamples = 524\nvalue = [96, 3, 16, 16, 106, 122, 71, 94]"] ;
31 -> 32 ;
33 [label="X[0] <= 0.135\ngini = 0.815\nsamples = 170\nvalue = [41, 1, 4, 8, 40, 26, 20, 30]"] ;
32 -> 33 ;
34 [label="X[0] <= 0.105\ngini = 0.82\nsamples = 110\nvalue = [26, 1, 3, 7, 24, 22, 11, 16]"] ;
33 -> 34 ;
35 [label="gini = 0.826\nsamples = 91\nvalue = [20, 1, 3, 6, 21, 16, 10, 14]"] ;
34 -> 35 ;
36 [label="X[0] <= 0.125\ngini = 0.759\nsamples = 19\nvalue = [6, 0, 0, 1, 3, 6, 1, 2]"] ;
34 -> 36 ;
37 [label="X[0] <= 0.115\ngini = 0.7\nsamples = 10\nvalue = [4, 0, 0, 1, 2, 3, 0, 0]"] ;
36 -> 37 ;
38 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 1, 0, 0]"] ;
37 -> 38 ;
39 [label="gini = 0.719\nsamples = 8\nvalue = [3, 0, 0, 1, 2, 2, 0, 0]"] ;
37 -> 39 ;
40 [label="gini = 0.765\nsamples = 9\nvalue = [2, 0, 0, 0, 1, 3, 1, 2]"] ;
36 -> 40 ;
41 [label="X[0] <= 0.175\ngini = 0.784\nsamples = 60\nvalue = [15, 0, 1, 1, 16, 4, 9, 14]"] ;
33 -> 41 ;
42 [label="X[0] <= 0.165\ngini = 0.761\nsamples = 35\nvalue = [11, 0, 1, 0, 9, 1, 5, 8]"] ;
41 -> 42 ;
43 [label="X[0] <= 0.155\ngini = 0.766\nsamples = 21\nvalue = [5, 0, 0, 0, 6, 1, 4, 5]"] ;
42 -> 43 ;
44 [label="X[0] <= 0.145\ngini = 0.764\nsamples = 12\nvalue = [4, 0, 0, 0, 2, 1, 2, 3]"] ;
43 -> 44 ;
45 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 0, 0, 1, 1]"] ;
44 -> 45 ;
46 [label="gini = 0.765\nsamples = 9\nvalue = [3, 0, 0, 0, 2, 1, 1, 2]"] ;
44 -> 46 ;
47 [label="gini = 0.691\nsamples = 9\nvalue = [1, 0, 0, 0, 4, 0, 2, 2]"] ;
43 -> 47 ;
48 [label="gini = 0.714\nsamples = 14\nvalue = [6, 0, 1, 0, 3, 0, 1, 3]"] ;
42 -> 48 ;
49 [label="X[0] <= 0.185\ngini = 0.797\nsamples = 25\nvalue = [4, 0, 0, 1, 7, 3, 4, 6]"] ;
41 -> 49 ;
50 [label="gini = 0.768\nsamples = 17\nvalue = [2, 0, 0, 0, 5, 2, 3, 5]"] ;
49 -> 50 ;
51 [label="gini = 0.812\nsamples = 8\nvalue = [2, 0, 0, 1, 2, 1, 1, 1]"] ;
49 -> 51 ;
52 [label="X[0] <= 0.275\ngini = 0.812\nsamples = 354\nvalue = [55, 2, 12, 8, 66, 96, 51, 64]"] ;
32 -> 52 ;
53 [label="X[0] <= 0.245\ngini = 0.811\nsamples = 327\nvalue = [47, 2, 10, 7, 62, 88, 50, 61]"] ;
52 -> 53 ;
54 [label="X[0] <= 0.225\ngini = 0.806\nsamples = 251\nvalue = [39, 2, 7, 5, 43, 73, 34, 48]"] ;
53 -> 54 ;
55 [label="X[0] <= 0.205\ngini = 0.804\nsamples = 229\nvalue = [36, 1, 6, 5, 41, 67, 31, 42]"] ;
54 -> 55 ;
56 [label="gini = 0.808\nsamples = 194\nvalue = [27, 1, 6, 5, 33, 56, 28, 38]"] ;
55 -> 56 ;
57 [label="X[0] <= 0.215\ngini = 0.762\nsamples = 35\nvalue = [9, 0, 0, 0, 8, 11, 3, 4]"] ;
55 -> 57 ;
58 [label="gini = 0.698\nsamples = 13\nvalue = [4, 0, 0, 0, 3, 5, 0, 1]"] ;
57 -> 58 ;
59 [label="gini = 0.785\nsamples = 22\nvalue = [5, 0, 0, 0, 5, 6, 3, 3]"] ;
57 -> 59 ;
60 [label="X[0] <= 0.235\ngini = 0.802\nsamples = 22\nvalue = [3, 1, 1, 0, 2, 6, 3, 6]"] ;
54 -> 60 ;
61 [label="gini = 0.79\nsamples = 9\nvalue = [1, 0, 1, 0, 1, 2, 1, 3]"] ;
60 -> 61 ;
62 [label="gini = 0.793\nsamples = 13\nvalue = [2, 1, 0, 0, 1, 4, 2, 3]"] ;
60 -> 62 ;
63 [label="X[0] <= 0.255\ngini = 0.812\nsamples = 76\nvalue = [8, 0, 3, 2, 19, 15, 16, 13]"] ;
53 -> 63 ;
64 [label="gini = 0.797\nsamples = 25\nvalue = [4, 0, 0, 1, 7, 6, 4, 3]"] ;
63 -> 64 ;
65 [label="X[0] <= 0.265\ngini = 0.81\nsamples = 51\nvalue = [4, 0, 3, 1, 12, 9, 12, 10]"] ;
63 -> 65 ;
66 [label="gini = 0.785\nsamples = 20\nvalue = [0, 0, 2, 0, 4, 5, 5, 4]"] ;
65 -> 66 ;
67 [label="gini = 0.81\nsamples = 31\nvalue = [4, 0, 1, 1, 8, 4, 7, 6]"] ;
65 -> 67 ;
68 [label="gini = 0.782\nsamples = 27\nvalue = [8, 0, 2, 1, 4, 8, 1, 3]"] ;
52 -> 68 ;
69 [label="X[0] <= 0.415\ngini = 0.779\nsamples = 2068\nvalue = [197, 10, 43, 75, 637, 600, 196, 310]"] ;
31 -> 69 ;
70 [label="X[0] <= 0.395\ngini = 0.777\nsamples = 1694\nvalue = [164, 10, 34, 63, 528, 496, 160, 239]"] ;
69 -> 70 ;
71 [label="X[0] <= 0.365\ngini = 0.784\nsamples = 894\nvalue = [96, 5, 14, 30, 262, 259, 97, 131]"] ;
70 -> 71 ;
72 [label="X[0] <= 0.345\ngini = 0.78\nsamples = 688\nvalue = [74, 4, 11, 24, 210, 200, 76, 89]"] ;
71 -> 72 ;
73 [label="X[0] <= 0.295\ngini = 0.775\nsamples = 593\nvalue = [58, 3, 11, 17, 178, 182, 64, 80]"] ;
72 -> 73 ;
74 [label="gini = 0.749\nsamples = 35\nvalue = [1, 0, 0, 0, 11, 10, 6, 7]"] ;
73 -> 74 ;
75 [label="X[0] <= 0.335\ngini = 0.776\nsamples = 558\nvalue = [57, 3, 11, 17, 167, 172, 58, 73]"] ;
73 -> 75 ;
76 [label="X[0] <= 0.305\ngini = 0.776\nsamples = 513\nvalue = [51, 3, 11, 13, 153, 158, 55, 69]"] ;
75 -> 76 ;
77 [label="gini = 0.772\nsamples = 415\nvalue = [38, 3, 9, 11, 126, 130, 44, 54]"] ;
76 -> 77 ;
78 [label="X[0] <= 0.315\ngini = 0.788\nsamples = 98\nvalue = [13, 0, 2, 2, 27, 28, 11, 15]"] ;
76 -> 78 ;
79 [label="gini = 0.789\nsamples = 21\nvalue = [4, 0, 0, 0, 6, 3, 4, 4]"] ;
78 -> 79 ;
80 [label="X[0] <= 0.325\ngini = 0.777\nsamples = 77\nvalue = [9, 0, 2, 2, 21, 25, 7, 11]"] ;
78 -> 80 ;
81 [label="gini = 0.786\nsamples = 40\nvalue = [4, 0, 2, 1, 10, 13, 4, 6]"] ;
80 -> 81 ;
82 [label="gini = 0.763\nsamples = 37\nvalue = [5, 0, 0, 1, 11, 12, 3, 5]"] ;
80 -> 82 ;
83 [label="gini = 0.768\nsamples = 45\nvalue = [6, 0, 0, 4, 14, 14, 3, 4]"] ;
75 -> 83 ;
84 [label="X[0] <= 0.355\ngini = 0.792\nsamples = 95\nvalue = [16, 1, 0, 7, 32, 18, 12, 9]"] ;
72 -> 84 ;
85 [label="gini = 0.787\nsamples = 45\nvalue = [10, 0, 0, 3, 14, 9, 6, 3]"] ;
84 -> 85 ;
86 [label="gini = 0.788\nsamples = 50\nvalue = [6, 1, 0, 4, 18, 9, 6, 6]"] ;
84 -> 86 ;
87 [label="X[0] <= 0.375\ngini = 0.79\nsamples = 206\nvalue = [22, 1, 3, 6, 52, 59, 21, 42]"] ;
71 -> 87 ;
88 [label="gini = 0.8\nsamples = 61\nvalue = [6, 1, 2, 4, 15, 18, 4, 11]"] ;
87 -> 88 ;
89 [label="X[0] <= 0.385\ngini = 0.783\nsamples = 145\nvalue = [16, 0, 1, 2, 37, 41, 17, 31]"] ;
87 -> 89 ;
90 [label="gini = 0.794\nsamples = 72\nvalue = [9, 0, 1, 1, 17, 19, 9, 16]"] ;
89 -> 90 ;
91 [label="gini = 0.771\nsamples = 73\nvalue = [7, 0, 0, 1, 20, 22, 8, 15]"] ;
89 -> 91 ;
92 [label="X[0] <= 0.405\ngini = 0.768\nsamples = 800\nvalue = [68, 5, 20, 33, 266, 237, 63, 108]"] ;
70 -> 92 ;
93 [label="gini = 0.768\nsamples = 747\nvalue = [61, 5, 20, 32, 251, 218, 59, 101]"] ;
92 -> 93 ;
94 [label="gini = 0.75\nsamples = 53\nvalue = [7, 0, 0, 1, 15, 19, 4, 7]"] ;
92 -> 94 ;
95 [label="X[0] <= 0.425\ngini = 0.783\nsamples = 374\nvalue = [33, 0, 9, 12, 109, 104, 36, 71]"] ;
69 -> 95 ;
96 [label="gini = 0.774\nsamples = 65\nvalue = [9, 0, 2, 1, 11, 21, 4, 17]"] ;
95 -> 96 ;
97 [label="X[0] <= 0.445\ngini = 0.778\nsamples = 309\nvalue = [24, 0, 7, 11, 98, 83, 32, 54]"] ;
95 -> 97 ;
98 [label="X[0] <= 0.435\ngini = 0.775\nsamples = 143\nvalue = [13, 0, 2, 7, 49, 35, 13, 24]"] ;
97 -> 98 ;
99 [label="gini = 0.76\nsamples = 58\nvalue = [4, 0, 0, 3, 20, 16, 5, 10]"] ;
98 -> 99 ;
100 [label="gini = 0.784\nsamples = 85\nvalue = [9, 0, 2, 4, 29, 19, 8, 14]"] ;
98 -> 100 ;
101 [label="X[0] <= 0.455\ngini = 0.778\nsamples = 166\nvalue = [11, 0, 5, 4, 49, 48, 19, 30]"] ;
97 -> 101 ;
102 [label="gini = 0.764\nsamples = 90\nvalue = [6, 0, 3, 1, 27, 29, 10, 14]"] ;
101 -> 102 ;
103 [label="gini = 0.789\nsamples = 76\nvalue = [5, 0, 2, 3, 22, 19, 9, 16]"] ;
101 -> 103 ;
104 [label="X[0] <= 0.595\ngini = 0.767\nsamples = 4806\nvalue = [356, 26, 122, 344, 1793, 1202, 498, 465]"] ;
30 -> 104 ;
105 [label="X[0] <= 0.475\ngini = 0.759\nsamples = 2245\nvalue = [171, 16, 47, 125, 840, 601, 220, 225]"] ;
104 -> 105 ;
106 [label="gini = 0.783\nsamples = 80\nvalue = [13, 0, 0, 5, 26, 18, 13, 5]"] ;
105 -> 106 ;
107 [label="X[0] <= 0.555\ngini = 0.758\nsamples = 2165\nvalue = [158, 16, 47, 120, 814, 583, 207, 220]"] ;
105 -> 107 ;
108 [label="X[0] <= 0.485\ngini = 0.757\nsamples = 1727\nvalue = [124, 10, 40, 102, 658, 455, 153, 185]"] ;
107 -> 108 ;
109 [label="gini = 0.753\nsamples = 91\nvalue = [11, 0, 2, 3, 31, 29, 7, 8]"] ;
108 -> 109 ;
110 [label="X[0] <= 0.535\ngini = 0.757\nsamples = 1636\nvalue = [113, 10, 38, 99, 627, 426, 146, 177]"] ;
108 -> 110 ;
111 [label="X[0] <= 0.515\ngini = 0.757\nsamples = 1425\nvalue = [95, 10, 31, 88, 548, 367, 132, 154]"] ;
110 -> 111 ;
112 [label="X[0] <= 0.505\ngini = 0.757\nsamples = 1239\nvalue = [84, 10, 25, 73, 470, 327, 112, 138]"] ;
111 -> 112 ;
113 [label="X[0] <= 0.495\ngini = 0.757\nsamples = 1143\nvalue = [77, 9, 24, 70, 439, 293, 100, 131]"] ;
112 -> 113 ;
114 [label="gini = 0.738\nsamples = 85\nvalue = [6, 0, 2, 3, 33, 25, 7, 9]"] ;
113 -> 114 ;
115 [label="gini = 0.759\nsamples = 1058\nvalue = [71, 9, 22, 67, 406, 268, 93, 122]"] ;
113 -> 115 ;
116 [label="gini = 0.743\nsamples = 96\nvalue = [7, 1, 1, 3, 31, 34, 12, 7]"] ;
112 -> 116 ;
117 [label="X[0] <= 0.525\ngini = 0.748\nsamples = 186\nvalue = [11, 0, 6, 15, 78, 40, 20, 16]"] ;
111 -> 117 ;
118 [label="gini = 0.742\nsamples = 99\nvalue = [6, 0, 3, 7, 43, 18, 14, 8]"] ;
117 -> 118 ;
119 [label="gini = 0.748\nsamples = 87\nvalue = [5, 0, 3, 8, 35, 22, 6, 8]"] ;
117 -> 119 ;
120 [label="X[0] <= 0.545\ngini = 0.754\nsamples = 211\nvalue = [18, 0, 7, 11, 79, 59, 14, 23]"] ;
110 -> 120 ;
121 [label="gini = 0.749\nsamples = 119\nvalue = [9, 0, 6, 6, 45, 34, 5, 14]"] ;
120 -> 121 ;
122 [label="gini = 0.758\nsamples = 92\nvalue = [9, 0, 1, 5, 34, 25, 9, 9]"] ;
120 -> 122 ;
123 [label="X[0] <= 0.565\ngini = 0.758\nsamples = 438\nvalue = [34, 6, 7, 18, 156, 128, 54, 35]"] ;
107 -> 123 ;
124 [label="gini = 0.741\nsamples = 96\nvalue = [8, 0, 1, 4, 29, 36, 11, 7]"] ;
123 -> 124 ;
125 [label="X[0] <= 0.585\ngini = 0.759\nsamples = 342\nvalue = [26, 6, 6, 14, 127, 92, 43, 28]"] ;
123 -> 125 ;
126 [label="X[0] <= 0.575\ngini = 0.755\nsamples = 233\nvalue = [18, 5, 4, 11, 90, 60, 29, 16]"] ;
125 -> 126 ;
127 [label="gini = 0.746\nsamples = 121\nvalue = [10, 2, 3, 5, 49, 31, 12, 9]"] ;
126 -> 127 ;
128 [label="gini = 0.763\nsamples = 112\nvalue = [8, 3, 1, 6, 41, 29, 17, 7]"] ;
126 -> 128 ;
129 [label="gini = 0.763\nsamples = 109\nvalue = [8, 1, 2, 3, 37, 32, 14, 12]"] ;
125 -> 129 ;
130 [label="X[0] <= 0.675\ngini = 0.772\nsamples = 2561\nvalue = [185, 10, 75, 219, 953, 601, 278, 240]"] ;
104 -> 130 ;
131 [label="X[0] <= 0.605\ngini = 0.769\nsamples = 2307\nvalue = [160, 8, 69, 197, 872, 544, 243, 214]"] ;
130 -> 131 ;
132 [label="gini = 0.77\nsamples = 1364\nvalue = [86, 6, 43, 125, 516, 317, 135, 136]"] ;
131 -> 132 ;
133 [label="X[0] <= 0.645\ngini = 0.767\nsamples = 943\nvalue = [74, 2, 26, 72, 356, 227, 108, 78]"] ;
131 -> 133 ;
134 [label="X[0] <= 0.635\ngini = 0.765\nsamples = 541\nvalue = [44, 1, 18, 37, 200, 140, 65, 36]"] ;
133 -> 134 ;
135 [label="X[0] <= 0.615\ngini = 0.764\nsamples = 396\nvalue = [33, 0, 13, 31, 147, 102, 48, 22]"] ;
134 -> 135 ;
136 [label="gini = 0.756\nsamples = 128\nvalue = [12, 0, 5, 5, 49, 33, 15, 9]"] ;
135 -> 136 ;
137 [label="X[0] <= 0.625\ngini = 0.766\nsamples = 268\nvalue = [21, 0, 8, 26, 98, 69, 33, 13]"] ;
135 -> 137 ;
138 [label="gini = 0.777\nsamples = 125\nvalue = [8, 0, 4, 14, 44, 31, 15, 9]"] ;
137 -> 138 ;
139 [label="gini = 0.754\nsamples = 143\nvalue = [13, 0, 4, 12, 54, 38, 18, 4]"] ;
137 -> 139 ;
140 [label="gini = 0.766\nsamples = 145\nvalue = [11, 1, 5, 6, 53, 38, 17, 14]"] ;
134 -> 140 ;
141 [label="X[0] <= 0.665\ngini = 0.767\nsamples = 402\nvalue = [30, 1, 8, 35, 156, 87, 43, 42]"] ;
133 -> 141 ;
142 [label="X[0] <= 0.655\ngini = 0.763\nsamples = 259\nvalue = [18, 1, 6, 19, 103, 53, 29, 30]"] ;
141 -> 142 ;
143 [label="gini = 0.749\nsamples = 126\nvalue = [8, 0, 1, 10, 52, 27, 15, 13]"] ;
142 -> 143 ;
144 [label="gini = 0.776\nsamples = 133\nvalue = [10, 1, 5, 9, 51, 26, 14, 17]"] ;
142 -> 144 ;
145 [label="gini = 0.77\nsamples = 143\nvalue = [12, 0, 2, 16, 53, 34, 14, 12]"] ;
141 -> 145 ;
146 [label="X[0] <= 0.685\ngini = 0.801\nsamples = 254\nvalue = [25, 2, 6, 22, 81, 57, 35, 26]"] ;
130 -> 146 ;
147 [label="gini = 0.812\nsamples = 131\nvalue = [17, 2, 1, 16, 40, 25, 16, 14]"] ;
146 -> 147 ;
148 [label="gini = 0.78\nsamples = 123\nvalue = [8, 0, 5, 6, 41, 32, 19, 12]"] ;
146 -> 148 ;
149 [label="X[0] <= 0.745\ngini = 0.763\nsamples = 5652\nvalue = [365, 53, 284, 698, 2367, 856, 565, 464]"] ;
29 -> 149 ;
150 [label="X[0] <= 0.725\ngini = 0.768\nsamples = 2104\nvalue = [118, 22, 94, 262, 839, 403, 198, 168]"] ;
149 -> 150 ;
151 [label="X[0] <= 0.715\ngini = 0.769\nsamples = 1818\nvalue = [99, 20, 82, 235, 719, 352, 171, 140]"] ;
150 -> 151 ;
152 [label="X[0] <= 0.705\ngini = 0.77\nsamples = 1657\nvalue = [93, 19, 77, 211, 654, 321, 160, 122]"] ;
151 -> 152 ;
153 [label="gini = 0.769\nsamples = 1519\nvalue = [86, 17, 70, 199, 604, 285, 143, 115]"] ;
152 -> 153 ;
154 [label="gini = 0.77\nsamples = 138\nvalue = [7, 2, 7, 12, 50, 36, 17, 7]"] ;
152 -> 154 ;
155 [label="gini = 0.758\nsamples = 161\nvalue = [6, 1, 5, 24, 65, 31, 11, 18]"] ;
151 -> 155 ;
156 [label="X[0] <= 0.735\ngini = 0.759\nsamples = 286\nvalue = [19, 2, 12, 27, 120, 51, 27, 28]"] ;
150 -> 156 ;
157 [label="gini = 0.745\nsamples = 137\nvalue = [10, 0, 6, 11, 60, 24, 16, 10]"] ;
156 -> 157 ;
158 [label="gini = 0.768\nsamples = 149\nvalue = [9, 2, 6, 16, 60, 27, 11, 18]"] ;
156 -> 158 ;
159 [label="X[0] <= 0.825\ngini = 0.758\nsamples = 3548\nvalue = [247, 31, 190, 436, 1528, 453, 367, 296]"] ;
149 -> 159 ;
160 [label="X[0] <= 0.795\ngini = 0.752\nsamples = 2898\nvalue = [193, 24, 151, 357, 1273, 361, 289, 250]"] ;
159 -> 160 ;
161 [label="X[0] <= 0.775\ngini = 0.761\nsamples = 786\nvalue = [67, 7, 44, 69, 336, 105, 85, 73]"] ;
160 -> 161 ;
162 [label="X[0] <= 0.755\ngini = 0.749\nsamples = 470\nvalue = [39, 4, 24, 42, 209, 60, 47, 45]"] ;
161 -> 162 ;
163 [label="gini = 0.769\nsamples = 149\nvalue = [16, 2, 11, 11, 62, 21, 13, 13]"] ;
162 -> 163 ;
164 [label="X[0] <= 0.765\ngini = 0.738\nsamples = 321\nvalue = [23, 2, 13, 31, 147, 39, 34, 32]"] ;
162 -> 164 ;
165 [label="gini = 0.741\nsamples = 139\nvalue = [12, 0, 6, 13, 63, 16, 16, 13]"] ;
164 -> 165 ;
166 [label="gini = 0.735\nsamples = 182\nvalue = [11, 2, 7, 18, 84, 23, 18, 19]"] ;
164 -> 166 ;
167 [label="X[0] <= 0.785\ngini = 0.777\nsamples = 316\nvalue = [28, 3, 20, 27, 127, 45, 38, 28]"] ;
161 -> 167 ;
168 [label="gini = 0.797\nsamples = 164\nvalue = [19, 1, 9, 16, 59, 25, 22, 13]"] ;
167 -> 168 ;
169 [label="gini = 0.748\nsamples = 152\nvalue = [9, 2, 11, 11, 68, 20, 16, 15]"] ;
167 -> 169 ;
170 [label="X[0] <= 0.815\ngini = 0.747\nsamples = 2112\nvalue = [126, 17, 107, 288, 937, 256, 204, 177]"] ;
160 -> 170 ;
171 [label="X[0] <= 0.805\ngini = 0.75\nsamples = 1938\nvalue = [112, 13, 104, 271, 851, 238, 186, 163]"] ;
170 -> 171 ;
172 [label="gini = 0.749\nsamples = 1769\nvalue = [101, 11, 98, 246, 779, 214, 167, 153]"] ;
171 -> 172 ;
173 [label="gini = 0.755\nsamples = 169\nvalue = [11, 2, 6, 25, 72, 24, 19, 10]"] ;
171 -> 173 ;
174 [label="gini = 0.711\nsamples = 174\nvalue = [14, 4, 3, 17, 86, 18, 18, 14]"] ;
170 -> 174 ;
175 [label="X[0] <= 0.855\ngini = 0.781\nsamples = 650\nvalue = [54, 7, 39, 79, 255, 92, 78, 46]"] ;
159 -> 175 ;
176 [label="X[0] <= 0.845\ngini = 0.786\nsamples = 483\nvalue = [40, 6, 27, 62, 185, 69, 58, 36]"] ;
175 -> 176 ;
177 [label="X[0] <= 0.835\ngini = 0.778\nsamples = 307\nvalue = [27, 3, 15, 38, 122, 41, 37, 24]"] ;
176 -> 177 ;
178 [label="gini = 0.777\nsamples = 161\nvalue = [13, 1, 8, 23, 64, 21, 17, 14]"] ;
177 -> 178 ;
179 [label="gini = 0.778\nsamples = 146\nvalue = [14, 2, 7, 15, 58, 20, 20, 10]"] ;
177 -> 179 ;
180 [label="gini = 0.799\nsamples = 176\nvalue = [13, 3, 12, 24, 63, 28, 21, 12]"] ;
176 -> 180 ;
181 [label="gini = 0.765\nsamples = 167\nvalue = [14, 1, 12, 17, 70, 23, 20, 10]"] ;
175 -> 181 ;
182 [label="X[0] <= 7.895\ngini = 0.704\nsamples = 172435\nvalue = [10488, 11878, 17973, 14857, 86698, 20453, 8000, 2088]"] ;
8 -> 182 ;
183 [label="X[0] <= 2.135\ngini = 0.692\nsamples = 153388\nvalue = [8972, 10536, 15917, 11117, 79353, 18291, 7288, 1914]"] ;
182 -> 183 ;
184 [label="X[0] <= 1.155\ngini = 0.678\nsamples = 42220\nvalue = [2190, 1095, 4486, 2820, 22439, 5332, 2620, 1238]"] ;
183 -> 184 ;
185 [label="X[0] <= 1.065\ngini = 0.718\nsamples = 10638\nvalue = [586, 94, 949, 996, 5156, 1368, 913, 576]"] ;
184 -> 185 ;
186 [label="X[0] <= 0.915\ngini = 0.727\nsamples = 7202\nvalue = [404, 64, 596, 739, 3411, 913, 663, 412]"] ;
185 -> 186 ;
187 [label="X[0] <= 0.885\ngini = 0.735\nsamples = 2639\nvalue = [156, 19, 186, 287, 1224, 328, 266, 173]"] ;
186 -> 187 ;
188 [label="X[0] <= 0.875\ngini = 0.708\nsamples = 374\nvalue = [31, 4, 21, 34, 186, 44, 38, 16]"] ;
187 -> 188 ;
189 [label="gini = 0.718\nsamples = 180\nvalue = [16, 2, 7, 18, 87, 18, 23, 9]"] ;
188 -> 189 ;
190 [label="gini = 0.696\nsamples = 194\nvalue = [15, 2, 14, 16, 99, 26, 15, 7]"] ;
188 -> 190 ;
191 [label="X[0] <= 0.895\ngini = 0.738\nsamples = 2265\nvalue = [125, 15, 165, 253, 1038, 284, 228, 157]"] ;
187 -> 191 ;
192 [label="gini = 0.748\nsamples = 203\nvalue = [12, 3, 12, 21, 89, 34, 22, 10]"] ;
191 -> 192 ;
193 [label="X[0] <= 0.905\ngini = 0.737\nsamples = 2062\nvalue = [113, 12, 153, 232, 949, 250, 206, 147]"] ;
191 -> 193 ;
194 [label="gini = 0.736\nsamples = 1887\nvalue = [103, 11, 141, 217, 872, 222, 187, 134]"] ;
193 -> 194 ;
195 [label="gini = 0.748\nsamples = 175\nvalue = [10, 1, 12, 15, 77, 28, 19, 13]"] ;
193 -> 195 ;
196 [label="X[0] <= 0.935\ngini = 0.723\nsamples = 4563\nvalue = [248, 45, 410, 452, 2187, 585, 397, 239]"] ;
186 -> 196 ;
197 [label="X[0] <= 0.925\ngini = 0.678\nsamples = 379\nvalue = [18, 2, 30, 29, 201, 51, 31, 17]"] ;
196 -> 197 ;
198 [label="gini = 0.668\nsamples = 195\nvalue = [7, 0, 20, 11, 104, 31, 15, 7]"] ;
197 -> 198 ;
199 [label="gini = 0.684\nsamples = 184\nvalue = [11, 2, 10, 18, 97, 20, 16, 10]"] ;
197 -> 199 ;
200 [label="X[0] <= 0.955\ngini = 0.726\nsamples = 4184\nvalue = [230, 43, 380, 423, 1986, 534, 366, 222]"] ;
196 -> 200 ;
201 [label="X[0] <= 0.945\ngini = 0.732\nsamples = 390\nvalue = [37, 4, 31, 42, 183, 37, 39, 17]"] ;
200 -> 201 ;
202 [label="gini = 0.719\nsamples = 204\nvalue = [21, 1, 17, 19, 99, 15, 22, 10]"] ;
201 -> 202 ;
203 [label="gini = 0.744\nsamples = 186\nvalue = [16, 3, 14, 23, 84, 22, 17, 7]"] ;
201 -> 203 ;
204 [label="X[0] <= 1.035\ngini = 0.725\nsamples = 3794\nvalue = [193, 39, 349, 381, 1803, 497, 327, 205]"] ;
200 -> 204 ;
205 [label="X[0] <= 0.995\ngini = 0.723\nsamples = 3211\nvalue = [159, 34, 298, 322, 1536, 408, 283, 171]"] ;
204 -> 205 ;
206 [label="X[0] <= 0.965\ngini = 0.736\nsamples = 759\nvalue = [46, 10, 69, 76, 349, 111, 62, 36]"] ;
205 -> 206 ;
207 [label="gini = 0.704\nsamples = 189\nvalue = [11, 2, 17, 18, 95, 23, 15, 8]"] ;
206 -> 207 ;
208 [label="X[0] <= 0.985\ngini = 0.746\nsamples = 570\nvalue = [35, 8, 52, 58, 254, 88, 47, 28]"] ;
206 -> 208 ;
209 [label="X[0] <= 0.975\ngini = 0.745\nsamples = 379\nvalue = [22, 4, 30, 45, 168, 61, 29, 20]"] ;
208 -> 209 ;
210 [label="gini = 0.754\nsamples = 211\nvalue = [16, 2, 15, 23, 92, 30, 19, 14]"] ;
209 -> 210 ;
211 [label="gini = 0.73\nsamples = 168\nvalue = [6, 2, 15, 22, 76, 31, 10, 6]"] ;
209 -> 211 ;
212 [label="gini = 0.744\nsamples = 191\nvalue = [13, 4, 22, 13, 86, 27, 18, 8]"] ;
208 -> 212 ;
213 [label="X[0] <= 1.025\ngini = 0.719\nsamples = 2452\nvalue = [113, 24, 229, 246, 1187, 297, 221, 135]"] ;
205 -> 213 ;
214 [label="X[0] <= 1.005\ngini = 0.721\nsamples = 2265\nvalue = [102, 24, 213, 232, 1090, 275, 207, 122]"] ;
213 -> 214 ;
215 [label="gini = 0.72\nsamples = 1920\nvalue = [86, 21, 189, 194, 926, 227, 177, 100]"] ;
214 -> 215 ;
216 [label="X[0] <= 1.015\ngini = 0.724\nsamples = 345\nvalue = [16, 3, 24, 38, 164, 48, 30, 22]"] ;
214 -> 216 ;
217 [label="gini = 0.709\nsamples = 166\nvalue = [7, 1, 11, 17, 81, 28, 11, 10]"] ;
216 -> 217 ;
218 [label="gini = 0.735\nsamples = 179\nvalue = [9, 2, 13, 21, 83, 20, 19, 12]"] ;
216 -> 218 ;
219 [label="gini = 0.69\nsamples = 187\nvalue = [11, 0, 16, 14, 97, 22, 14, 13]"] ;
213 -> 219 ;
220 [label="X[0] <= 1.055\ngini = 0.736\nsamples = 583\nvalue = [34, 5, 51, 59, 267, 89, 44, 34]"] ;
204 -> 220 ;
221 [label="X[0] <= 1.045\ngini = 0.734\nsamples = 365\nvalue = [24, 3, 33, 34, 169, 54, 25, 23]"] ;
220 -> 221 ;
222 [label="gini = 0.738\nsamples = 185\nvalue = [12, 1, 18, 16, 84, 30, 14, 10]"] ;
221 -> 222 ;
223 [label="gini = 0.729\nsamples = 180\nvalue = [12, 2, 15, 18, 85, 24, 11, 13]"] ;
221 -> 223 ;
224 [label="gini = 0.74\nsamples = 218\nvalue = [10, 2, 18, 25, 98, 35, 19, 11]"] ;
220 -> 224 ;
225 [label="X[0] <= 1.105\ngini = 0.698\nsamples = 3436\nvalue = [182, 30, 353, 257, 1745, 455, 250, 164]"] ;
185 -> 225 ;
226 [label="X[0] <= 1.075\ngini = 0.694\nsamples = 2485\nvalue = [136, 26, 257, 186, 1277, 298, 186, 119]"] ;
225 -> 226 ;
227 [label="gini = 0.729\nsamples = 187\nvalue = [10, 1, 26, 17, 87, 24, 15, 7]"] ;
226 -> 227 ;
228 [label="X[0] <= 1.095\ngini = 0.691\nsamples = 2298\nvalue = [126, 25, 231, 169, 1190, 274, 171, 112]"] ;
226 -> 228 ;
229 [label="X[0] <= 1.085\ngini = 0.706\nsamples = 377\nvalue = [26, 2, 31, 28, 188, 53, 26, 23]"] ;
228 -> 229 ;
230 [label="gini = 0.668\nsamples = 207\nvalue = [13, 0, 20, 15, 112, 25, 10, 12]"] ;
229 -> 230 ;
231 [label="gini = 0.744\nsamples = 170\nvalue = [13, 2, 11, 13, 76, 28, 16, 11]"] ;
229 -> 231 ;
232 [label="gini = 0.688\nsamples = 1921\nvalue = [100, 23, 200, 141, 1002, 221, 145, 89]"] ;
228 -> 232 ;
233 [label="X[0] <= 1.125\ngini = 0.706\nsamples = 951\nvalue = [46, 4, 96, 71, 468, 157, 64, 45]"] ;
225 -> 233 ;
234 [label="X[0] <= 1.115\ngini = 0.71\nsamples = 364\nvalue = [17, 1, 31, 31, 174, 72, 23, 15]"] ;
233 -> 234 ;
235 [label="gini = 0.718\nsamples = 180\nvalue = [10, 0, 19, 15, 85, 32, 12, 7]"] ;
234 -> 235 ;
236 [label="gini = 0.7\nsamples = 184\nvalue = [7, 1, 12, 16, 89, 40, 11, 8]"] ;
234 -> 236 ;
237 [label="X[0] <= 1.145\ngini = 0.701\nsamples = 587\nvalue = [29, 3, 65, 40, 294, 85, 41, 30]"] ;
233 -> 237 ;
238 [label="X[0] <= 1.135\ngini = 0.697\nsamples = 395\nvalue = [14, 1, 46, 24, 199, 56, 33, 22]"] ;
237 -> 238 ;
239 [label="gini = 0.694\nsamples = 203\nvalue = [5, 1, 24, 13, 103, 28, 17, 12]"] ;
238 -> 239 ;
240 [label="gini = 0.7\nsamples = 192\nvalue = [9, 0, 22, 11, 96, 28, 16, 10]"] ;
238 -> 240 ;
241 [label="gini = 0.706\nsamples = 192\nvalue = [15, 2, 19, 16, 95, 29, 8, 8]"] ;
237 -> 241 ;
242 [label="X[0] <= 1.755\ngini = 0.662\nsamples = 31582\nvalue = [1604, 1001, 3537, 1824, 17283, 3964, 1707, 662]"] ;
184 -> 242 ;
243 [label="X[0] <= 1.435\ngini = 0.663\nsamples = 19968\nvalue = [1017, 437, 2354, 1049, 10876, 2597, 1107, 531]"] ;
242 -> 243 ;
244 [label="X[0] <= 1.415\ngini = 0.664\nsamples = 10060\nvalue = [520, 157, 1160, 510, 5468, 1303, 591, 351]"] ;
243 -> 244 ;
245 [label="X[0] <= 1.335\ngini = 0.664\nsamples = 9706\nvalue = [500, 151, 1132, 486, 5275, 1253, 567, 342]"] ;
244 -> 245 ;
246 [label="X[0] <= 1.305\ngini = 0.668\nsamples = 6558\nvalue = [334, 96, 747, 352, 3543, 841, 399, 246]"] ;
245 -> 246 ;
247 [label="X[0] <= 1.175\ngini = 0.665\nsamples = 6016\nvalue = [301, 86, 683, 328, 3267, 762, 367, 222]"] ;
246 -> 247 ;
248 [label="X[0] <= 1.165\ngini = 0.627\nsamples = 357\nvalue = [16, 4, 42, 16, 207, 45, 19, 8]"] ;
247 -> 248 ;
249 [label="gini = 0.609\nsamples = 178\nvalue = [5, 1, 20, 9, 106, 23, 9, 5]"] ;
248 -> 249 ;
250 [label="gini = 0.642\nsamples = 179\nvalue = [11, 3, 22, 7, 101, 22, 10, 3]"] ;
248 -> 250 ;
251 [label="X[0] <= 1.185\ngini = 0.668\nsamples = 5659\nvalue = [285, 82, 641, 312, 3060, 717, 348, 214]"] ;
247 -> 251 ;
252 [label="gini = 0.763\nsamples = 178\nvalue = [17, 2, 18, 15, 76, 21, 18, 11]"] ;
251 -> 252 ;
253 [label="X[0] <= 1.195\ngini = 0.664\nsamples = 5481\nvalue = [268, 80, 623, 297, 2984, 696, 330, 203]"] ;
251 -> 253 ;
254 [label="gini = 0.68\nsamples = 168\nvalue = [11, 1, 19, 7, 86, 32, 3, 9]"] ;
253 -> 254 ;
255 [label="X[0] <= 1.225\ngini = 0.663\nsamples = 5313\nvalue = [257, 79, 604, 290, 2898, 664, 327, 194]"] ;
253 -> 255 ;
256 [label="X[0] <= 1.215\ngini = 0.66\nsamples = 2202\nvalue = [98, 27, 269, 114, 1206, 263, 152, 73]"] ;
255 -> 256 ;
257 [label="X[0] <= 1.205\ngini = 0.659\nsamples = 2014\nvalue = [86, 25, 245, 109, 1105, 244, 136, 64]"] ;
256 -> 257 ;
258 [label="gini = 0.661\nsamples = 1817\nvalue = [78, 24, 219, 102, 994, 215, 129, 56]"] ;
257 -> 258 ;
259 [label="gini = 0.638\nsamples = 197\nvalue = [8, 1, 26, 7, 111, 29, 7, 8]"] ;
257 -> 259 ;
260 [label="gini = 0.67\nsamples = 188\nvalue = [12, 2, 24, 5, 101, 19, 16, 9]"] ;
256 -> 260 ;
261 [label="X[0] <= 1.295\ngini = 0.665\nsamples = 3111\nvalue = [159, 52, 335, 176, 1692, 401, 175, 121]"] ;
255 -> 261 ;
262 [label="X[0] <= 1.265\ngini = 0.669\nsamples = 1256\nvalue = [85, 11, 124, 69, 677, 173, 57, 60]"] ;
261 -> 262 ;
263 [label="X[0] <= 1.235\ngini = 0.679\nsamples = 745\nvalue = [45, 6, 84, 47, 393, 99, 28, 43]"] ;
262 -> 263 ;
264 [label="gini = 0.66\nsamples = 182\nvalue = [8, 2, 12, 13, 100, 23, 6, 18]"] ;
263 -> 264 ;
265 [label="X[0] <= 1.245\ngini = 0.683\nsamples = 563\nvalue = [37, 4, 72, 34, 293, 76, 22, 25]"] ;
263 -> 265 ;
266 [label="gini = 0.695\nsamples = 185\nvalue = [11, 2, 27, 13, 93, 26, 4, 9]"] ;
265 -> 266 ;
267 [label="X[0] <= 1.255\ngini = 0.676\nsamples = 378\nvalue = [26, 2, 45, 21, 200, 50, 18, 16]"] ;
265 -> 267 ;
268 [label="gini = 0.664\nsamples = 203\nvalue = [13, 1, 20, 11, 110, 30, 10, 8]"] ;
267 -> 268 ;
269 [label="gini = 0.689\nsamples = 175\nvalue = [13, 1, 25, 10, 90, 20, 8, 8]"] ;
267 -> 269 ;
270 [label="X[0] <= 1.275\ngini = 0.652\nsamples = 511\nvalue = [40, 5, 40, 22, 284, 74, 29, 17]"] ;
262 -> 270 ;
271 [label="gini = 0.601\nsamples = 190\nvalue = [13, 0, 14, 10, 115, 25, 8, 5]"] ;
270 -> 271 ;
272 [label="X[0] <= 1.285\ngini = 0.679\nsamples = 321\nvalue = [27, 5, 26, 12, 169, 49, 21, 12]"] ;
270 -> 272 ;
273 [label="gini = 0.696\nsamples = 149\nvalue = [17, 2, 12, 5, 75, 23, 10, 5]"] ;
272 -> 273 ;
274 [label="gini = 0.661\nsamples = 172\nvalue = [10, 3, 14, 7, 94, 26, 11, 7]"] ;
272 -> 274 ;
275 [label="gini = 0.662\nsamples = 1855\nvalue = [74, 41, 211, 107, 1015, 228, 118, 61]"] ;
261 -> 275 ;
276 [label="X[0] <= 1.315\ngini = 0.694\nsamples = 542\nvalue = [33, 10, 64, 24, 276, 79, 32, 24]"] ;
246 -> 276 ;
277 [label="gini = 0.704\nsamples = 185\nvalue = [10, 3, 22, 4, 91, 30, 15, 10]"] ;
276 -> 277 ;
278 [label="X[0] <= 1.325\ngini = 0.687\nsamples = 357\nvalue = [23, 7, 42, 20, 185, 49, 17, 14]"] ;
276 -> 278 ;
279 [label="gini = 0.702\nsamples = 178\nvalue = [12, 4, 23, 10, 89, 25, 9, 6]"] ;
278 -> 279 ;
280 [label="gini = 0.672\nsamples = 179\nvalue = [11, 3, 19, 10, 96, 24, 8, 8]"] ;
278 -> 280 ;
281 [label="X[0] <= 1.385\ngini = 0.657\nsamples = 3148\nvalue = [166, 55, 385, 134, 1732, 412, 168, 96]"] ;
245 -> 281 ;
282 [label="X[0] <= 1.375\ngini = 0.656\nsamples = 923\nvalue = [62, 11, 107, 31, 507, 129, 45, 31]"] ;
281 -> 282 ;
283 [label="X[0] <= 1.365\ngini = 0.651\nsamples = 740\nvalue = [48, 11, 83, 26, 412, 98, 38, 24]"] ;
282 -> 283 ;
284 [label="X[0] <= 1.355\ngini = 0.663\nsamples = 586\nvalue = [37, 10, 67, 21, 318, 82, 29, 22]"] ;
283 -> 284 ;
285 [label="X[0] <= 1.345\ngini = 0.642\nsamples = 411\nvalue = [25, 8, 50, 10, 232, 53, 19, 14]"] ;
284 -> 285 ;
286 [label="gini = 0.637\nsamples = 199\nvalue = [9, 5, 25, 3, 113, 27, 9, 8]"] ;
285 -> 286 ;
287 [label="gini = 0.646\nsamples = 212\nvalue = [16, 3, 25, 7, 119, 26, 10, 6]"] ;
285 -> 287 ;
288 [label="gini = 0.707\nsamples = 175\nvalue = [12, 2, 17, 11, 86, 29, 10, 8]"] ;
284 -> 288 ;
289 [label="gini = 0.596\nsamples = 154\nvalue = [11, 1, 16, 5, 94, 16, 9, 2]"] ;
283 -> 289 ;
290 [label="gini = 0.675\nsamples = 183\nvalue = [14, 0, 24, 5, 95, 31, 7, 7]"] ;
282 -> 290 ;
291 [label="X[0] <= 1.395\ngini = 0.656\nsamples = 2225\nvalue = [104, 44, 278, 103, 1225, 283, 123, 65]"] ;
281 -> 291 ;
292 [label="gini = 0.692\nsamples = 175\nvalue = [8, 8, 22, 9, 90, 23, 10, 5]"] ;
291 -> 292 ;
293 [label="X[0] <= 1.405\ngini = 0.653\nsamples = 2050\nvalue = [96, 36, 256, 94, 1135, 260, 113, 60]"] ;
291 -> 293 ;
294 [label="gini = 0.652\nsamples = 1883\nvalue = [87, 36, 233, 89, 1046, 238, 102, 52]"] ;
293 -> 294 ;
295 [label="gini = 0.669\nsamples = 167\nvalue = [9, 0, 23, 5, 89, 22, 11, 8]"] ;
293 -> 295 ;
296 [label="X[0] <= 1.425\ngini = 0.663\nsamples = 354\nvalue = [20, 6, 28, 24, 193, 50, 24, 9]"] ;
244 -> 296 ;
297 [label="gini = 0.665\nsamples = 178\nvalue = [10, 5, 12, 14, 97, 24, 13, 3]"] ;
296 -> 297 ;
298 [label="gini = 0.661\nsamples = 176\nvalue = [10, 1, 16, 10, 96, 26, 11, 6]"] ;
296 -> 298 ;
299 [label="X[0] <= 1.725\ngini = 0.661\nsamples = 9908\nvalue = [497, 280, 1194, 539, 5408, 1294, 516, 180]"] ;
243 -> 299 ;
300 [label="X[0] <= 1.705\ngini = 0.661\nsamples = 9419\nvalue = [466, 267, 1147, 511, 5146, 1216, 495, 171]"] ;
299 -> 300 ;
301 [label="X[0] <= 1.685\ngini = 0.662\nsamples = 9111\nvalue = [455, 258, 1115, 496, 4966, 1173, 478, 170]"] ;
300 -> 301 ;
302 [label="X[0] <= 1.625\ngini = 0.659\nsamples = 7317\nvalue = [373, 189, 889, 384, 4009, 960, 373, 140]"] ;
301 -> 302 ;
303 [label="X[0] <= 1.495\ngini = 0.66\nsamples = 6337\nvalue = [310, 161, 795, 334, 3460, 832, 327, 118]"] ;
302 -> 303 ;
304 [label="X[0] <= 1.485\ngini = 0.648\nsamples = 1031\nvalue = [54, 29, 117, 47, 579, 126, 54, 25]"] ;
303 -> 304 ;
305 [label="X[0] <= 1.445\ngini = 0.657\nsamples = 870\nvalue = [49, 27, 104, 38, 480, 107, 45, 20]"] ;
304 -> 305 ;
306 [label="gini = 0.641\nsamples = 164\nvalue = [9, 3, 27, 7, 92, 16, 8, 2]"] ;
305 -> 306 ;
307 [label="X[0] <= 1.455\ngini = 0.66\nsamples = 706\nvalue = [40, 24, 77, 31, 388, 91, 37, 18]"] ;
305 -> 307 ;
308 [label="gini = 0.639\nsamples = 160\nvalue = [10, 3, 15, 7, 91, 23, 6, 5]"] ;
307 -> 308 ;
309 [label="X[0] <= 1.465\ngini = 0.665\nsamples = 546\nvalue = [30, 21, 62, 24, 297, 68, 31, 13]"] ;
307 -> 309 ;
310 [label="gini = 0.7\nsamples = 161\nvalue = [10, 9, 18, 6, 82, 18, 12, 6]"] ;
309 -> 310 ;
311 [label="X[0] <= 1.475\ngini = 0.65\nsamples = 385\nvalue = [20, 12, 44, 18, 215, 50, 19, 7]"] ;
309 -> 311 ;
312 [label="gini = 0.631\nsamples = 187\nvalue = [11, 6, 19, 7, 108, 24, 10, 2]"] ;
311 -> 312 ;
313 [label="gini = 0.666\nsamples = 198\nvalue = [9, 6, 25, 11, 107, 26, 9, 5]"] ;
311 -> 313 ;
314 [label="gini = 0.593\nsamples = 161\nvalue = [5, 2, 13, 9, 99, 19, 9, 5]"] ;
304 -> 314 ;
315 [label="X[0] <= 1.615\ngini = 0.662\nsamples = 5306\nvalue = [256, 132, 678, 287, 2881, 706, 273, 93]"] ;
303 -> 315 ;
316 [label="X[0] <= 1.605\ngini = 0.663\nsamples = 5149\nvalue = [248, 129, 653, 282, 2791, 690, 263, 93]"] ;
315 -> 316 ;
317 [label="X[0] <= 1.595\ngini = 0.662\nsamples = 4974\nvalue = [236, 128, 638, 270, 2701, 661, 250, 90]"] ;
316 -> 317 ;
318 [label="X[0] <= 1.575\ngini = 0.664\nsamples = 3350\nvalue = [166, 81, 424, 182, 1810, 461, 164, 62]"] ;
317 -> 318 ;
319 [label="X[0] <= 1.535\ngini = 0.663\nsamples = 2989\nvalue = [148, 78, 388, 165, 1622, 396, 137, 55]"] ;
318 -> 319 ;
320 [label="X[0] <= 1.505\ngini = 0.66\nsamples = 2291\nvalue = [97, 56, 299, 129, 1246, 317, 109, 38]"] ;
319 -> 320 ;
321 [label="gini = 0.665\nsamples = 1786\nvalue = [73, 51, 234, 103, 963, 247, 81, 34]"] ;
320 -> 321 ;
322 [label="X[0] <= 1.525\ngini = 0.642\nsamples = 505\nvalue = [24, 5, 65, 26, 283, 70, 28, 4]"] ;
320 -> 322 ;
323 [label="X[0] <= 1.515\ngini = 0.644\nsamples = 324\nvalue = [16, 4, 37, 17, 181, 48, 19, 2]"] ;
322 -> 323 ;
324 [label="gini = 0.652\nsamples = 141\nvalue = [8, 1, 18, 8, 78, 17, 10, 1]"] ;
323 -> 324 ;
325 [label="gini = 0.637\nsamples = 183\nvalue = [8, 3, 19, 9, 103, 31, 9, 1]"] ;
323 -> 325 ;
326 [label="gini = 0.637\nsamples = 181\nvalue = [8, 1, 28, 9, 102, 22, 9, 2]"] ;
322 -> 326 ;
327 [label="X[0] <= 1.555\ngini = 0.67\nsamples = 698\nvalue = [51, 22, 89, 36, 376, 79, 28, 17]"] ;
319 -> 327 ;
328 [label="X[0] <= 1.545\ngini = 0.689\nsamples = 331\nvalue = [25, 13, 37, 23, 173, 34, 14, 12]"] ;
327 -> 328 ;
329 [label="gini = 0.654\nsamples = 190\nvalue = [15, 6, 17, 11, 106, 22, 7, 6]"] ;
328 -> 329 ;
330 [label="gini = 0.728\nsamples = 141\nvalue = [10, 7, 20, 12, 67, 12, 7, 6]"] ;
328 -> 330 ;
331 [label="X[0] <= 1.565\ngini = 0.65\nsamples = 367\nvalue = [26, 9, 52, 13, 203, 45, 14, 5]"] ;
327 -> 331 ;
332 [label="gini = 0.665\nsamples = 181\nvalue = [14, 3, 31, 5, 96, 23, 7, 2]"] ;
331 -> 332 ;
333 [label="gini = 0.634\nsamples = 186\nvalue = [12, 6, 21, 8, 107, 22, 7, 3]"] ;
331 -> 333 ;
334 [label="X[0] <= 1.585\ngini = 0.676\nsamples = 361\nvalue = [18, 3, 36, 17, 188, 65, 27, 7]"] ;
318 -> 334 ;
335 [label="gini = 0.673\nsamples = 171\nvalue = [9, 1, 14, 5, 89, 32, 17, 4]"] ;
334 -> 335 ;
336 [label="gini = 0.676\nsamples = 190\nvalue = [9, 2, 22, 12, 99, 33, 10, 3]"] ;
334 -> 336 ;
337 [label="gini = 0.658\nsamples = 1624\nvalue = [70, 47, 214, 88, 891, 200, 86, 28]"] ;
317 -> 337 ;
338 [label="gini = 0.685\nsamples = 175\nvalue = [12, 1, 15, 12, 90, 29, 13, 3]"] ;
316 -> 338 ;
339 [label="gini = 0.628\nsamples = 157\nvalue = [8, 3, 25, 5, 90, 16, 10, 0]"] ;
315 -> 339 ;
340 [label="X[0] <= 1.655\ngini = 0.65\nsamples = 980\nvalue = [63, 28, 94, 50, 549, 128, 46, 22]"] ;
302 -> 340 ;
341 [label="X[0] <= 1.645\ngini = 0.654\nsamples = 472\nvalue = [29, 11, 41, 30, 261, 71, 17, 12]"] ;
340 -> 341 ;
342 [label="X[0] <= 1.635\ngini = 0.658\nsamples = 315\nvalue = [22, 8, 25, 23, 174, 42, 11, 10]"] ;
341 -> 342 ;
343 [label="gini = 0.627\nsamples = 154\nvalue = [8, 6, 12, 10, 90, 19, 5, 4]"] ;
342 -> 343 ;
344 [label="gini = 0.684\nsamples = 161\nvalue = [14, 2, 13, 13, 84, 23, 6, 6]"] ;
342 -> 344 ;
345 [label="gini = 0.642\nsamples = 157\nvalue = [7, 3, 16, 7, 87, 29, 6, 2]"] ;
341 -> 345 ;
346 [label="X[0] <= 1.675\ngini = 0.644\nsamples = 508\nvalue = [34, 17, 53, 20, 288, 57, 29, 10]"] ;
340 -> 346 ;
347 [label="X[0] <= 1.665\ngini = 0.642\nsamples = 345\nvalue = [25, 12, 39, 15, 196, 36, 18, 4]"] ;
346 -> 347 ;
348 [label="gini = 0.668\nsamples = 177\nvalue = [12, 6, 19, 10, 96, 20, 11, 3]"] ;
347 -> 348 ;
349 [label="gini = 0.613\nsamples = 168\nvalue = [13, 6, 20, 5, 100, 16, 7, 1]"] ;
347 -> 349 ;
350 [label="gini = 0.647\nsamples = 163\nvalue = [9, 5, 14, 5, 92, 21, 11, 6]"] ;
346 -> 350 ;
351 [label="X[0] <= 1.695\ngini = 0.674\nsamples = 1794\nvalue = [82, 69, 226, 112, 957, 213, 105, 30]"] ;
301 -> 351 ;
352 [label="gini = 0.691\nsamples = 176\nvalue = [12, 11, 25, 5, 90, 22, 8, 3]"] ;
351 -> 352 ;
353 [label="gini = 0.672\nsamples = 1618\nvalue = [70, 58, 201, 107, 867, 191, 97, 27]"] ;
351 -> 353 ;
354 [label="X[0] <= 1.715\ngini = 0.621\nsamples = 308\nvalue = [11, 9, 32, 15, 180, 43, 17, 1]"] ;
300 -> 354 ;
355 [label="gini = 0.617\nsamples = 161\nvalue = [5, 5, 16, 7, 94, 26, 7, 1]"] ;
354 -> 355 ;
356 [label="gini = 0.623\nsamples = 147\nvalue = [6, 4, 16, 8, 86, 17, 10, 0]"] ;
354 -> 356 ;
357 [label="X[0] <= 1.745\ngini = 0.668\nsamples = 489\nvalue = [31, 13, 47, 28, 262, 78, 21, 9]"] ;
299 -> 357 ;
358 [label="X[0] <= 1.735\ngini = 0.649\nsamples = 326\nvalue = [21, 6, 31, 22, 180, 54, 10, 2]"] ;
357 -> 358 ;
359 [label="gini = 0.65\nsamples = 162\nvalue = [11, 1, 16, 14, 89, 26, 4, 1]"] ;
358 -> 359 ;
360 [label="gini = 0.646\nsamples = 164\nvalue = [10, 5, 15, 8, 91, 28, 6, 1]"] ;
358 -> 360 ;
361 [label="gini = 0.702\nsamples = 163\nvalue = [10, 7, 16, 6, 82, 24, 11, 7]"] ;
357 -> 361 ;
362 [label="X[0] <= 1.825\ngini = 0.659\nsamples = 11614\nvalue = [587, 564, 1183, 775, 6407, 1367, 600, 131]"] ;
242 -> 362 ;
363 [label="X[0] <= 1.805\ngini = 0.633\nsamples = 2564\nvalue = [121, 93, 290, 139, 1481, 278, 126, 36]"] ;
362 -> 363 ;
364 [label="X[0] <= 1.765\ngini = 0.64\nsamples = 2228\nvalue = [103, 85, 248, 132, 1273, 242, 112, 33]"] ;
363 -> 364 ;
365 [label="gini = 0.612\nsamples = 134\nvalue = [0, 5, 10, 6, 79, 21, 11, 2]"] ;
364 -> 365 ;
366 [label="X[0] <= 1.785\ngini = 0.641\nsamples = 2094\nvalue = [103, 80, 238, 126, 1194, 221, 101, 31]"] ;
364 -> 366 ;
367 [label="X[0] <= 1.775\ngini = 0.635\nsamples = 302\nvalue = [13, 15, 31, 16, 173, 39, 14, 1]"] ;
366 -> 367 ;
368 [label="gini = 0.618\nsamples = 135\nvalue = [6, 8, 12, 8, 80, 14, 7, 0]"] ;
367 -> 368 ;
369 [label="gini = 0.647\nsamples = 167\nvalue = [7, 7, 19, 8, 93, 25, 7, 1]"] ;
367 -> 369 ;
370 [label="X[0] <= 1.795\ngini = 0.641\nsamples = 1792\nvalue = [90, 65, 207, 110, 1021, 182, 87, 30]"] ;
366 -> 370 ;
371 [label="gini = 0.625\nsamples = 165\nvalue = [14, 4, 16, 11, 97, 13, 6, 4]"] ;
370 -> 371 ;
372 [label="gini = 0.643\nsamples = 1627\nvalue = [76, 61, 191, 99, 924, 169, 81, 26]"] ;
370 -> 372 ;
373 [label="X[0] <= 1.815\ngini = 0.584\nsamples = 336\nvalue = [18, 8, 42, 7, 208, 36, 14, 3]"] ;
363 -> 373 ;
374 [label="gini = 0.584\nsamples = 164\nvalue = [10, 4, 18, 6, 102, 16, 7, 1]"] ;
373 -> 374 ;
375 [label="gini = 0.583\nsamples = 172\nvalue = [8, 4, 24, 1, 106, 20, 7, 2]"] ;
373 -> 375 ;
376 [label="X[0] <= 2.035\ngini = 0.666\nsamples = 9050\nvalue = [466, 471, 893, 636, 4926, 1089, 474, 95]"] ;
362 -> 376 ;
377 [label="X[0] <= 2.015\ngini = 0.676\nsamples = 6133\nvalue = [326, 311, 656, 411, 3274, 751, 334, 70]"] ;
376 -> 377 ;
378 [label="X[0] <= 1.995\ngini = 0.674\nsamples = 5825\nvalue = [303, 297, 626, 396, 3123, 699, 315, 66]"] ;
377 -> 378 ;
379 [label="X[0] <= 1.905\ngini = 0.668\nsamples = 4159\nvalue = [231, 200, 422, 267, 2254, 513, 227, 45]"] ;
378 -> 379 ;
380 [label="X[0] <= 1.885\ngini = 0.667\nsamples = 2750\nvalue = [138, 141, 288, 181, 1496, 316, 156, 34]"] ;
379 -> 380 ;
381 [label="X[0] <= 1.835\ngini = 0.665\nsamples = 950\nvalue = [54, 48, 90, 52, 516, 132, 47, 11]"] ;
380 -> 381 ;
382 [label="gini = 0.685\nsamples = 168\nvalue = [8, 8, 20, 7, 86, 29, 8, 2]"] ;
381 -> 382 ;
383 [label="X[0] <= 1.865\ngini = 0.66\nsamples = 782\nvalue = [46, 40, 70, 45, 430, 103, 39, 9]"] ;
381 -> 383 ;
384 [label="X[0] <= 1.855\ngini = 0.651\nsamples = 466\nvalue = [28, 26, 41, 25, 261, 58, 20, 7]"] ;
383 -> 384 ;
385 [label="X[0] <= 1.845\ngini = 0.665\nsamples = 316\nvalue = [18, 19, 29, 20, 172, 42, 12, 4]"] ;
384 -> 385 ;
386 [label="gini = 0.676\nsamples = 141\nvalue = [11, 9, 11, 6, 75, 20, 8, 1]"] ;
385 -> 386 ;
387 [label="gini = 0.654\nsamples = 175\nvalue = [7, 10, 18, 14, 97, 22, 4, 3]"] ;
385 -> 387 ;
388 [label="gini = 0.619\nsamples = 150\nvalue = [10, 7, 12, 5, 89, 16, 8, 3]"] ;
384 -> 388 ;
389 [label="X[0] <= 1.875\ngini = 0.672\nsamples = 316\nvalue = [18, 14, 29, 20, 169, 45, 19, 2]"] ;
383 -> 389 ;
390 [label="gini = 0.696\nsamples = 138\nvalue = [8, 7, 12, 10, 70, 21, 9, 1]"] ;
389 -> 390 ;
391 [label="gini = 0.652\nsamples = 178\nvalue = [10, 7, 17, 10, 99, 24, 10, 1]"] ;
389 -> 391 ;
392 [label="X[0] <= 1.895\ngini = 0.667\nsamples = 1800\nvalue = [84, 93, 198, 129, 980, 184, 109, 23]"] ;
380 -> 392 ;
393 [label="gini = 0.616\nsamples = 163\nvalue = [11, 5, 17, 9, 97, 15, 8, 1]"] ;
392 -> 393 ;
394 [label="gini = 0.672\nsamples = 1637\nvalue = [73, 88, 181, 120, 883, 169, 101, 22]"] ;
392 -> 394 ;
395 [label="X[0] <= 1.925\ngini = 0.67\nsamples = 1409\nvalue = [93, 59, 134, 86, 758, 197, 71, 11]"] ;
379 -> 395 ;
396 [label="X[0] <= 1.915\ngini = 0.67\nsamples = 314\nvalue = [30, 10, 24, 19, 168, 47, 13, 3]"] ;
395 -> 396 ;
397 [label="gini = 0.641\nsamples = 160\nvalue = [14, 4, 12, 9, 91, 20, 9, 1]"] ;
396 -> 397 ;
398 [label="gini = 0.696\nsamples = 154\nvalue = [16, 6, 12, 10, 77, 27, 4, 2]"] ;
396 -> 398 ;
399 [label="X[0] <= 1.975\ngini = 0.669\nsamples = 1095\nvalue = [63, 49, 110, 67, 590, 150, 58, 8]"] ;
395 -> 399 ;
400 [label="X[0] <= 1.955\ngini = 0.66\nsamples = 743\nvalue = [41, 30, 76, 46, 408, 93, 43, 6]"] ;
399 -> 400 ;
401 [label="X[0] <= 1.935\ngini = 0.661\nsamples = 449\nvalue = [23, 15, 47, 36, 245, 61, 20, 2]"] ;
400 -> 401 ;
402 [label="gini = 0.683\nsamples = 151\nvalue = [7, 5, 21, 13, 78, 20, 7, 0]"] ;
401 -> 402 ;
403 [label="X[0] <= 1.945\ngini = 0.647\nsamples = 298\nvalue = [16, 10, 26, 23, 167, 41, 13, 2]"] ;
401 -> 403 ;
404 [label="gini = 0.641\nsamples = 148\nvalue = [8, 5, 14, 11, 84, 19, 6, 1]"] ;
403 -> 404 ;
405 [label="gini = 0.653\nsamples = 150\nvalue = [8, 5, 12, 12, 83, 22, 7, 1]"] ;
403 -> 405 ;
406 [label="X[0] <= 1.965\ngini = 0.657\nsamples = 294\nvalue = [18, 15, 29, 10, 163, 32, 23, 4]"] ;
400 -> 406 ;
407 [label="gini = 0.652\nsamples = 146\nvalue = [11, 6, 12, 7, 82, 15, 10, 3]"] ;
406 -> 407 ;
408 [label="gini = 0.66\nsamples = 148\nvalue = [7, 9, 17, 3, 81, 17, 13, 1]"] ;
406 -> 408 ;
409 [label="X[0] <= 1.985\ngini = 0.685\nsamples = 352\nvalue = [22, 19, 34, 21, 182, 57, 15, 2]"] ;
399 -> 409 ;
410 [label="gini = 0.69\nsamples = 188\nvalue = [13, 10, 16, 12, 96, 32, 8, 1]"] ;
409 -> 410 ;
411 [label="gini = 0.679\nsamples = 164\nvalue = [9, 9, 18, 9, 86, 25, 7, 1]"] ;
409 -> 411 ;
412 [label="X[0] <= 2.005\ngini = 0.686\nsamples = 1666\nvalue = [72, 97, 204, 129, 869, 186, 88, 21]"] ;
378 -> 412 ;
413 [label="gini = 0.689\nsamples = 1524\nvalue = [64, 89, 191, 123, 790, 167, 80, 20]"] ;
412 -> 413 ;
414 [label="gini = 0.653\nsamples = 142\nvalue = [8, 8, 13, 6, 79, 19, 8, 1]"] ;
412 -> 414 ;
415 [label="X[0] <= 2.025\ngini = 0.708\nsamples = 308\nvalue = [23, 14, 30, 15, 151, 52, 19, 4]"] ;
377 -> 415 ;
416 [label="gini = 0.685\nsamples = 170\nvalue = [8, 8, 17, 8, 87, 31, 9, 2]"] ;
415 -> 416 ;
417 [label="gini = 0.731\nsamples = 138\nvalue = [15, 6, 13, 7, 64, 21, 10, 2]"] ;
415 -> 417 ;
418 [label="X[0] <= 2.115\ngini = 0.646\nsamples = 2917\nvalue = [140, 160, 237, 225, 1652, 338, 140, 25]"] ;
376 -> 418 ;
419 [label="X[0] <= 2.085\ngini = 0.644\nsamples = 2625\nvalue = [122, 151, 218, 212, 1493, 288, 116, 25]"] ;
418 -> 419 ;
420 [label="X[0] <= 2.055\ngini = 0.623\nsamples = 766\nvalue = [37, 38, 53, 49, 450, 99, 33, 7]"] ;
419 -> 420 ;
421 [label="X[0] <= 2.045\ngini = 0.639\nsamples = 305\nvalue = [16, 17, 22, 15, 174, 43, 15, 3]"] ;
420 -> 421 ;
422 [label="gini = 0.65\nsamples = 157\nvalue = [6, 8, 13, 9, 88, 21, 10, 2]"] ;
421 -> 422 ;
423 [label="gini = 0.625\nsamples = 148\nvalue = [10, 9, 9, 6, 86, 22, 5, 1]"] ;
421 -> 423 ;
424 [label="X[0] <= 2.065\ngini = 0.611\nsamples = 461\nvalue = [21, 21, 31, 34, 276, 56, 18, 4]"] ;
420 -> 424 ;
425 [label="gini = 0.566\nsamples = 167\nvalue = [7, 6, 8, 11, 107, 17, 9, 2]"] ;
424 -> 425 ;
426 [label="X[0] <= 2.075\ngini = 0.634\nsamples = 294\nvalue = [14, 15, 23, 23, 169, 39, 9, 2]"] ;
424 -> 426 ;
427 [label="gini = 0.638\nsamples = 146\nvalue = [8, 5, 10, 13, 83, 21, 5, 1]"] ;
426 -> 427 ;
428 [label="gini = 0.628\nsamples = 148\nvalue = [6, 10, 13, 10, 86, 18, 4, 1]"] ;
426 -> 428 ;
429 [label="X[0] <= 2.095\ngini = 0.651\nsamples = 1859\nvalue = [85, 113, 165, 163, 1043, 189, 83, 18]"] ;
419 -> 429 ;
430 [label="gini = 0.632\nsamples = 156\nvalue = [7, 8, 10, 18, 90, 17, 5, 1]"] ;
429 -> 430 ;
431 [label="X[0] <= 2.105\ngini = 0.653\nsamples = 1703\nvalue = [78, 105, 155, 145, 953, 172, 78, 17]"] ;
429 -> 431 ;
432 [label="gini = 0.653\nsamples = 1566\nvalue = [71, 98, 146, 132, 876, 155, 73, 15]"] ;
431 -> 432 ;
433 [label="gini = 0.649\nsamples = 137\nvalue = [7, 7, 9, 13, 77, 17, 5, 2]"] ;
431 -> 433 ;
434 [label="X[0] <= 2.125\ngini = 0.656\nsamples = 292\nvalue = [18, 9, 19, 13, 159, 50, 24, 0]"] ;
418 -> 434 ;
435 [label="gini = 0.681\nsamples = 143\nvalue = [9, 4, 12, 5, 74, 23, 16, 0]"] ;
434 -> 435 ;
436 [label="gini = 0.629\nsamples = 149\nvalue = [9, 5, 7, 8, 85, 27, 8, 0]"] ;
434 -> 436 ;
437 [label="X[0] <= 4.675\ngini = 0.695\nsamples = 111168\nvalue = [6782, 9441, 11431, 8297, 56914, 12959, 4668, 676]"] ;
183 -> 437 ;
438 [label="X[0] <= 3.185\ngini = 0.683\nsamples = 65588\nvalue = [3581, 5410, 6562, 4638, 34542, 7530, 2848, 477]"] ;
437 -> 438 ;
439 [label="X[0] <= 2.285\ngini = 0.677\nsamples = 27834\nvalue = [1432, 2404, 2256, 2252, 14868, 3107, 1297, 218]"] ;
438 -> 439 ;
440 [label="X[0] <= 2.185\ngini = 0.66\nsamples = 3621\nvalue = [189, 254, 274, 264, 1999, 421, 191, 29]"] ;
439 -> 440 ;
441 [label="X[0] <= 2.145\ngini = 0.685\nsamples = 808\nvalue = [41, 67, 54, 67, 424, 95, 56, 4]"] ;
440 -> 441 ;
442 [label="gini = 0.694\nsamples = 142\nvalue = [8, 13, 13, 17, 73, 9, 8, 1]"] ;
441 -> 442 ;
443 [label="X[0] <= 2.175\ngini = 0.682\nsamples = 666\nvalue = [33, 54, 41, 50, 351, 86, 48, 3]"] ;
441 -> 443 ;
444 [label="X[0] <= 2.165\ngini = 0.667\nsamples = 504\nvalue = [23, 35, 32, 37, 274, 64, 36, 3]"] ;
443 -> 444 ;
445 [label="X[0] <= 2.155\ngini = 0.666\nsamples = 326\nvalue = [14, 20, 24, 22, 177, 43, 25, 1]"] ;
444 -> 445 ;
446 [label="gini = 0.674\nsamples = 174\nvalue = [6, 11, 15, 12, 93, 23, 13, 1]"] ;
445 -> 446 ;
447 [label="gini = 0.657\nsamples = 152\nvalue = [8, 9, 9, 10, 84, 20, 12, 0]"] ;
445 -> 447 ;
448 [label="gini = 0.666\nsamples = 178\nvalue = [9, 15, 8, 15, 97, 21, 11, 2]"] ;
444 -> 448 ;
449 [label="gini = 0.723\nsamples = 162\nvalue = [10, 19, 9, 13, 77, 22, 12, 0]"] ;
443 -> 449 ;
450 [label="X[0] <= 2.275\ngini = 0.652\nsamples = 2813\nvalue = [148, 187, 220, 197, 1575, 326, 135, 25]"] ;
440 -> 450 ;
451 [label="X[0] <= 2.225\ngini = 0.656\nsamples = 2668\nvalue = [142, 180, 206, 190, 1484, 311, 130, 25]"] ;
450 -> 451 ;
452 [label="X[0] <= 2.195\ngini = 0.65\nsamples = 1900\nvalue = [87, 119, 147, 147, 1069, 216, 96, 19]"] ;
451 -> 452 ;
453 [label="gini = 0.581\nsamples = 134\nvalue = [5, 10, 11, 6, 84, 13, 4, 1]"] ;
452 -> 453 ;
454 [label="X[0] <= 2.205\ngini = 0.655\nsamples = 1766\nvalue = [82, 109, 136, 141, 985, 203, 92, 18]"] ;
452 -> 454 ;
455 [label="gini = 0.658\nsamples = 1463\nvalue = [67, 89, 113, 123, 810, 172, 74, 15]"] ;
454 -> 455 ;
456 [label="X[0] <= 2.215\ngini = 0.636\nsamples = 303\nvalue = [15, 20, 23, 18, 175, 31, 18, 3]"] ;
454 -> 456 ;
457 [label="gini = 0.596\nsamples = 143\nvalue = [8, 10, 9, 5, 88, 13, 9, 1]"] ;
456 -> 457 ;
458 [label="gini = 0.668\nsamples = 160\nvalue = [7, 10, 14, 13, 87, 18, 9, 2]"] ;
456 -> 458 ;
459 [label="X[0] <= 2.265\ngini = 0.67\nsamples = 768\nvalue = [55, 61, 59, 43, 415, 95, 34, 6]"] ;
451 -> 459 ;
460 [label="X[0] <= 2.255\ngini = 0.663\nsamples = 621\nvalue = [44, 47, 46, 36, 341, 73, 31, 3]"] ;
459 -> 460 ;
461 [label="X[0] <= 2.245\ngini = 0.664\nsamples = 492\nvalue = [30, 40, 35, 26, 269, 62, 27, 3]"] ;
460 -> 461 ;
462 [label="X[0] <= 2.235\ngini = 0.663\nsamples = 339\nvalue = [21, 29, 29, 18, 186, 38, 16, 2]"] ;
461 -> 462 ;
463 [label="gini = 0.663\nsamples = 183\nvalue = [13, 15, 14, 10, 100, 24, 5, 2]"] ;
462 -> 463 ;
464 [label="gini = 0.661\nsamples = 156\nvalue = [8, 14, 15, 8, 86, 14, 11, 0]"] ;
462 -> 464 ;
465 [label="gini = 0.663\nsamples = 153\nvalue = [9, 11, 6, 8, 83, 24, 11, 1]"] ;
461 -> 465 ;
466 [label="gini = 0.652\nsamples = 129\nvalue = [14, 7, 11, 10, 72, 11, 4, 0]"] ;
460 -> 466 ;
467 [label="gini = 0.699\nsamples = 147\nvalue = [11, 14, 13, 7, 74, 22, 3, 3]"] ;
459 -> 467 ;
468 [label="gini = 0.579\nsamples = 145\nvalue = [6, 7, 14, 7, 91, 15, 5, 0]"] ;
450 -> 468 ;
469 [label="X[0] <= 2.805\ngini = 0.679\nsamples = 24213\nvalue = [1243, 2150, 1982, 1988, 12869, 2686, 1106, 189]"] ;
439 -> 469 ;
470 [label="X[0] <= 2.795\ngini = 0.68\nsamples = 15259\nvalue = [771, 1338, 1198, 1366, 8089, 1715, 679, 103]"] ;
469 -> 470 ;
471 [label="X[0] <= 2.715\ngini = 0.678\nsamples = 13936\nvalue = [711, 1195, 1103, 1222, 7414, 1579, 625, 87]"] ;
470 -> 471 ;
472 [label="X[0] <= 2.675\ngini = 0.681\nsamples = 12840\nvalue = [654, 1102, 1012, 1148, 6797, 1442, 601, 84]"] ;
471 -> 472 ;
473 [label="X[0] <= 2.305\ngini = 0.681\nsamples = 10941\nvalue = [553, 913, 861, 971, 5791, 1259, 519, 74]"] ;
472 -> 473 ;
474 [label="X[0] <= 2.295\ngini = 0.685\nsamples = 1652\nvalue = [76, 147, 149, 161, 868, 160, 78, 13]"] ;
473 -> 474 ;
475 [label="gini = 0.705\nsamples = 152\nvalue = [13, 11, 13, 15, 76, 18, 6, 0]"] ;
474 -> 475 ;
476 [label="gini = 0.682\nsamples = 1500\nvalue = [63, 136, 136, 146, 792, 142, 72, 13]"] ;
474 -> 476 ;
477 [label="X[0] <= 2.395\ngini = 0.68\nsamples = 9289\nvalue = [477, 766, 712, 810, 4923, 1099, 441, 61]"] ;
473 -> 477 ;
478 [label="X[0] <= 2.365\ngini = 0.669\nsamples = 1344\nvalue = [86, 101, 110, 94, 728, 157, 64, 4]"] ;
477 -> 478 ;
479 [label="X[0] <= 2.345\ngini = 0.676\nsamples = 891\nvalue = [59, 71, 65, 69, 476, 104, 44, 3]"] ;
478 -> 479 ;
480 [label="X[0] <= 2.315\ngini = 0.676\nsamples = 593\nvalue = [41, 48, 49, 39, 317, 70, 28, 1]"] ;
479 -> 480 ;
481 [label="gini = 0.674\nsamples = 153\nvalue = [9, 15, 9, 15, 82, 16, 7, 0]"] ;
480 -> 481 ;
482 [label="X[0] <= 2.325\ngini = 0.675\nsamples = 440\nvalue = [32, 33, 40, 24, 235, 54, 21, 1]"] ;
480 -> 482 ;
483 [label="gini = 0.674\nsamples = 147\nvalue = [11, 12, 14, 4, 78, 21, 6, 1]"] ;
482 -> 483 ;
484 [label="X[0] <= 2.335\ngini = 0.675\nsamples = 293\nvalue = [21, 21, 26, 20, 157, 33, 15, 0]"] ;
482 -> 484 ;
485 [label="gini = 0.679\nsamples = 149\nvalue = [12, 9, 13, 13, 79, 17, 6, 0]"] ;
484 -> 485 ;
486 [label="gini = 0.669\nsamples = 144\nvalue = [9, 12, 13, 7, 78, 16, 9, 0]"] ;
484 -> 486 ;
487 [label="X[0] <= 2.355\ngini = 0.677\nsamples = 298\nvalue = [18, 23, 16, 30, 159, 34, 16, 2]"] ;
479 -> 487 ;
488 [label="gini = 0.7\nsamples = 154\nvalue = [10, 11, 7, 19, 78, 17, 11, 1]"] ;
487 -> 488 ;
489 [label="gini = 0.649\nsamples = 144\nvalue = [8, 12, 9, 11, 81, 17, 5, 1]"] ;
487 -> 489 ;
490 [label="X[0] <= 2.375\ngini = 0.654\nsamples = 453\nvalue = [27, 30, 45, 25, 252, 53, 20, 1]"] ;
478 -> 490 ;
491 [label="gini = 0.641\nsamples = 143\nvalue = [12, 6, 12, 5, 81, 19, 8, 0]"] ;
490 -> 491 ;
492 [label="X[0] <= 2.385\ngini = 0.658\nsamples = 310\nvalue = [15, 24, 33, 20, 171, 34, 12, 1]"] ;
490 -> 492 ;
493 [label="gini = 0.655\nsamples = 150\nvalue = [5, 14, 18, 10, 83, 13, 7, 0]"] ;
492 -> 493 ;
494 [label="gini = 0.659\nsamples = 160\nvalue = [10, 10, 15, 10, 88, 21, 5, 1]"] ;
492 -> 494 ;
495 [label="X[0] <= 2.505\ngini = 0.682\nsamples = 7945\nvalue = [391, 665, 602, 716, 4195, 942, 377, 57]"] ;
477 -> 495 ;
496 [label="X[0] <= 2.495\ngini = 0.688\nsamples = 4218\nvalue = [211, 366, 327, 396, 2198, 483, 203, 34]"] ;
495 -> 496 ;
497 [label="X[0] <= 2.455\ngini = 0.681\nsamples = 2771\nvalue = [147, 223, 213, 249, 1469, 312, 136, 22]"] ;
496 -> 497 ;
498 [label="X[0] <= 2.435\ngini = 0.679\nsamples = 2163\nvalue = [109, 175, 167, 208, 1151, 233, 100, 20]"] ;
497 -> 498 ;
499 [label="X[0] <= 2.405\ngini = 0.682\nsamples = 1891\nvalue = [100, 154, 140, 184, 1000, 204, 90, 19]"] ;
498 -> 499 ;
500 [label="gini = 0.681\nsamples = 1444\nvalue = [70, 118, 111, 145, 766, 149, 69, 16]"] ;
499 -> 500 ;
501 [label="X[0] <= 2.415\ngini = 0.686\nsamples = 447\nvalue = [30, 36, 29, 39, 234, 55, 21, 3]"] ;
499 -> 501 ;
502 [label="gini = 0.696\nsamples = 130\nvalue = [10, 13, 6, 10, 65, 22, 4, 0]"] ;
501 -> 502 ;
503 [label="X[0] <= 2.425\ngini = 0.679\nsamples = 317\nvalue = [20, 23, 23, 29, 169, 33, 17, 3]"] ;
501 -> 503 ;
504 [label="gini = 0.692\nsamples = 158\nvalue = [10, 11, 15, 17, 82, 13, 7, 3]"] ;
503 -> 504 ;
505 [label="gini = 0.663\nsamples = 159\nvalue = [10, 12, 8, 12, 87, 20, 10, 0]"] ;
503 -> 505 ;
506 [label="X[0] <= 2.445\ngini = 0.654\nsamples = 272\nvalue = [9, 21, 27, 24, 151, 29, 10, 1]"] ;
498 -> 506 ;
507 [label="gini = 0.617\nsamples = 133\nvalue = [5, 10, 12, 9, 79, 13, 4, 1]"] ;
506 -> 507 ;
508 [label="gini = 0.686\nsamples = 139\nvalue = [4, 11, 15, 15, 72, 16, 6, 0]"] ;
506 -> 508 ;
509 [label="X[0] <= 2.485\ngini = 0.686\nsamples = 608\nvalue = [38, 48, 46, 41, 318, 79, 36, 2]"] ;
497 -> 509 ;
510 [label="X[0] <= 2.465\ngini = 0.675\nsamples = 454\nvalue = [23, 39, 33, 28, 242, 62, 25, 2]"] ;
509 -> 510 ;
511 [label="gini = 0.665\nsamples = 165\nvalue = [10, 10, 11, 9, 90, 21, 13, 1]"] ;
510 -> 511 ;
512 [label="X[0] <= 2.475\ngini = 0.679\nsamples = 289\nvalue = [13, 29, 22, 19, 152, 41, 12, 1]"] ;
510 -> 512 ;
513 [label="gini = 0.688\nsamples = 160\nvalue = [7, 15, 12, 12, 82, 26, 6, 0]"] ;
512 -> 513 ;
514 [label="gini = 0.667\nsamples = 129\nvalue = [6, 14, 10, 7, 70, 15, 6, 1]"] ;
512 -> 514 ;
515 [label="gini = 0.712\nsamples = 154\nvalue = [15, 9, 13, 13, 76, 17, 11, 0]"] ;
509 -> 515 ;
516 [label="gini = 0.702\nsamples = 1447\nvalue = [64, 143, 114, 147, 729, 171, 67, 12]"] ;
496 -> 516 ;
517 [label="X[0] <= 2.575\ngini = 0.674\nsamples = 3727\nvalue = [180, 299, 275, 320, 1997, 459, 174, 23]"] ;
495 -> 517 ;
518 [label="X[0] <= 2.525\ngini = 0.651\nsamples = 1038\nvalue = [51, 74, 75, 69, 582, 128, 54, 5]"] ;
517 -> 518 ;
519 [label="X[0] <= 2.515\ngini = 0.647\nsamples = 311\nvalue = [15, 24, 24, 23, 175, 39, 8, 3]"] ;
518 -> 519 ;
520 [label="gini = 0.651\nsamples = 161\nvalue = [9, 12, 12, 12, 90, 20, 5, 1]"] ;
519 -> 520 ;
521 [label="gini = 0.642\nsamples = 150\nvalue = [6, 12, 12, 11, 85, 19, 3, 2]"] ;
519 -> 521 ;
522 [label="X[0] <= 2.545\ngini = 0.651\nsamples = 727\nvalue = [36, 50, 51, 46, 407, 89, 46, 2]"] ;
518 -> 522 ;
523 [label="X[0] <= 2.535\ngini = 0.643\nsamples = 307\nvalue = [11, 20, 21, 17, 174, 40, 23, 1]"] ;
522 -> 523 ;
524 [label="gini = 0.629\nsamples = 148\nvalue = [7, 11, 12, 6, 86, 17, 9, 0]"] ;
523 -> 524 ;
525 [label="gini = 0.653\nsamples = 159\nvalue = [4, 9, 9, 11, 88, 23, 14, 1]"] ;
523 -> 525 ;
526 [label="X[0] <= 2.565\ngini = 0.657\nsamples = 420\nvalue = [25, 30, 30, 29, 233, 49, 23, 1]"] ;
522 -> 526 ;
527 [label="X[0] <= 2.555\ngini = 0.666\nsamples = 282\nvalue = [17, 23, 18, 19, 154, 33, 17, 1]"] ;
526 -> 527 ;
528 [label="gini = 0.645\nsamples = 138\nvalue = [6, 13, 9, 10, 78, 16, 6, 0]"] ;
527 -> 528 ;
529 [label="gini = 0.683\nsamples = 144\nvalue = [11, 10, 9, 9, 76, 17, 11, 1]"] ;
527 -> 529 ;
530 [label="gini = 0.638\nsamples = 138\nvalue = [8, 7, 12, 10, 79, 16, 6, 0]"] ;
526 -> 530 ;
531 [label="X[0] <= 2.605\ngini = 0.682\nsamples = 2689\nvalue = [129, 225, 200, 251, 1415, 331, 120, 18]"] ;
517 -> 531 ;
532 [label="X[0] <= 2.585\ngini = 0.674\nsamples = 1671\nvalue = [83, 145, 115, 151, 896, 197, 74, 10]"] ;
531 -> 532 ;
533 [label="gini = 0.704\nsamples = 137\nvalue = [10, 14, 9, 10, 68, 21, 4, 1]"] ;
532 -> 533 ;
534 [label="X[0] <= 2.595\ngini = 0.671\nsamples = 1534\nvalue = [73, 131, 106, 141, 828, 176, 70, 9]"] ;
532 -> 534 ;
535 [label="gini = 0.644\nsamples = 152\nvalue = [7, 15, 10, 12, 86, 17, 5, 0]"] ;
534 -> 535 ;
536 [label="gini = 0.673\nsamples = 1382\nvalue = [66, 116, 96, 129, 742, 159, 65, 9]"] ;
534 -> 536 ;
537 [label="X[0] <= 2.615\ngini = 0.696\nsamples = 1018\nvalue = [46, 80, 85, 100, 519, 134, 46, 8]"] ;
531 -> 537 ;
538 [label="gini = 0.76\nsamples = 165\nvalue = [9, 14, 21, 20, 70, 21, 8, 2]"] ;
537 -> 538 ;
539 [label="X[0] <= 2.635\ngini = 0.681\nsamples = 853\nvalue = [37, 66, 64, 80, 449, 113, 38, 6]"] ;
537 -> 539 ;
540 [label="X[0] <= 2.625\ngini = 0.699\nsamples = 301\nvalue = [13, 25, 27, 35, 152, 37, 7, 5]"] ;
539 -> 540 ;
541 [label="gini = 0.694\nsamples = 156\nvalue = [8, 12, 9, 20, 80, 18, 5, 4]"] ;
540 -> 541 ;
542 [label="gini = 0.701\nsamples = 145\nvalue = [5, 13, 18, 15, 72, 19, 2, 1]"] ;
540 -> 542 ;
543 [label="X[0] <= 2.655\ngini = 0.67\nsamples = 552\nvalue = [24, 41, 37, 45, 297, 76, 31, 1]"] ;
539 -> 543 ;
544 [label="X[0] <= 2.645\ngini = 0.641\nsamples = 291\nvalue = [10, 23, 15, 27, 165, 37, 14, 0]"] ;
543 -> 544 ;
545 [label="gini = 0.656\nsamples = 145\nvalue = [7, 16, 8, 11, 80, 18, 5, 0]"] ;
544 -> 545 ;
546 [label="gini = 0.623\nsamples = 146\nvalue = [3, 7, 7, 16, 85, 19, 9, 0]"] ;
544 -> 546 ;
547 [label="X[0] <= 2.665\ngini = 0.698\nsamples = 261\nvalue = [14, 18, 22, 18, 132, 39, 17, 1]"] ;
543 -> 547 ;
548 [label="gini = 0.686\nsamples = 135\nvalue = [8, 7, 13, 6, 70, 20, 10, 1]"] ;
547 -> 548 ;
549 [label="gini = 0.708\nsamples = 126\nvalue = [6, 11, 9, 12, 62, 19, 7, 0]"] ;
547 -> 549 ;
550 [label="X[0] <= 2.705\ngini = 0.68\nsamples = 1899\nvalue = [101, 189, 151, 177, 1006, 183, 82, 10]"] ;
472 -> 550 ;
551 [label="X[0] <= 2.685\ngini = 0.679\nsamples = 1754\nvalue = [92, 177, 139, 166, 932, 164, 74, 10]"] ;
550 -> 551 ;
552 [label="gini = 0.697\nsamples = 147\nvalue = [6, 16, 13, 12, 75, 16, 8, 1]"] ;
551 -> 552 ;
553 [label="X[0] <= 2.695\ngini = 0.677\nsamples = 1607\nvalue = [86, 161, 126, 154, 857, 148, 66, 9]"] ;
551 -> 553 ;
554 [label="gini = 0.666\nsamples = 147\nvalue = [14, 15, 8, 12, 80, 12, 6, 0]"] ;
553 -> 554 ;
555 [label="gini = 0.678\nsamples = 1460\nvalue = [72, 146, 118, 142, 777, 136, 60, 9]"] ;
553 -> 555 ;
556 [label="gini = 0.696\nsamples = 145\nvalue = [9, 12, 12, 11, 74, 19, 8, 0]"] ;
550 -> 556 ;
557 [label="X[0] <= 2.725\ngini = 0.646\nsamples = 1096\nvalue = [57, 93, 91, 74, 617, 137, 24, 3]"] ;
471 -> 557 ;
558 [label="gini = 0.579\nsamples = 140\nvalue = [7, 7, 8, 9, 87, 21, 1, 0]"] ;
557 -> 558 ;
559 [label="X[0] <= 2.755\ngini = 0.654\nsamples = 956\nvalue = [50, 86, 83, 65, 530, 116, 23, 3]"] ;
557 -> 559 ;
560 [label="X[0] <= 2.735\ngini = 0.66\nsamples = 422\nvalue = [19, 46, 30, 36, 231, 49, 9, 2]"] ;
559 -> 560 ;
561 [label="gini = 0.648\nsamples = 129\nvalue = [5, 8, 14, 11, 72, 16, 2, 1]"] ;
560 -> 561 ;
562 [label="X[0] <= 2.745\ngini = 0.663\nsamples = 293\nvalue = [14, 38, 16, 25, 159, 33, 7, 1]"] ;
560 -> 562 ;
563 [label="gini = 0.649\nsamples = 147\nvalue = [8, 18, 8, 13, 82, 15, 3, 0]"] ;
562 -> 563 ;
564 [label="gini = 0.676\nsamples = 146\nvalue = [6, 20, 8, 12, 77, 18, 4, 1]"] ;
562 -> 564 ;
565 [label="X[0] <= 2.785\ngini = 0.648\nsamples = 534\nvalue = [31, 40, 53, 29, 299, 67, 14, 1]"] ;
559 -> 565 ;
566 [label="X[0] <= 2.775\ngini = 0.639\nsamples = 396\nvalue = [27, 27, 38, 19, 226, 47, 11, 1]"] ;
565 -> 566 ;
567 [label="X[0] <= 2.765\ngini = 0.661\nsamples = 263\nvalue = [17, 22, 26, 15, 143, 36, 3, 1]"] ;
566 -> 567 ;
568 [label="gini = 0.664\nsamples = 137\nvalue = [8, 13, 14, 8, 74, 18, 2, 0]"] ;
567 -> 568 ;
569 [label="gini = 0.657\nsamples = 126\nvalue = [9, 9, 12, 7, 69, 18, 1, 1]"] ;
567 -> 569 ;
570 [label="gini = 0.584\nsamples = 133\nvalue = [10, 5, 12, 4, 83, 11, 8, 0]"] ;
566 -> 570 ;
571 [label="gini = 0.672\nsamples = 138\nvalue = [4, 13, 15, 10, 73, 20, 3, 0]"] ;
565 -> 571 ;
572 [label="gini = 0.697\nsamples = 1323\nvalue = [60, 143, 95, 144, 675, 136, 54, 16]"] ;
470 -> 572 ;
573 [label="X[0] <= 2.855\ngini = 0.677\nsamples = 8954\nvalue = [472, 812, 784, 622, 4780, 971, 427, 86]"] ;
469 -> 573 ;
574 [label="X[0] <= 2.845\ngini = 0.648\nsamples = 651\nvalue = [36, 57, 44, 41, 368, 70, 28, 7]"] ;
573 -> 574 ;
575 [label="X[0] <= 2.815\ngini = 0.647\nsamples = 536\nvalue = [28, 54, 37, 31, 303, 54, 23, 6]"] ;
574 -> 575 ;
576 [label="gini = 0.679\nsamples = 120\nvalue = [8, 10, 7, 5, 63, 19, 7, 1]"] ;
575 -> 576 ;
577 [label="X[0] <= 2.825\ngini = 0.636\nsamples = 416\nvalue = [20, 44, 30, 26, 240, 35, 16, 5]"] ;
575 -> 577 ;
578 [label="gini = 0.613\nsamples = 157\nvalue = [7, 17, 11, 12, 94, 9, 5, 2]"] ;
577 -> 578 ;
579 [label="X[0] <= 2.835\ngini = 0.649\nsamples = 259\nvalue = [13, 27, 19, 14, 146, 26, 11, 3]"] ;
577 -> 579 ;
580 [label="gini = 0.637\nsamples = 144\nvalue = [9, 13, 10, 7, 83, 14, 6, 2]"] ;
579 -> 580 ;
581 [label="gini = 0.661\nsamples = 115\nvalue = [4, 14, 9, 7, 63, 12, 5, 1]"] ;
579 -> 581 ;
582 [label="gini = 0.642\nsamples = 115\nvalue = [8, 3, 7, 10, 65, 16, 5, 1]"] ;
574 -> 582 ;
583 [label="X[0] <= 3.005\ngini = 0.68\nsamples = 8303\nvalue = [436, 755, 740, 581, 4412, 901, 399, 79]"] ;
573 -> 583 ;
584 [label="X[0] <= 2.925\ngini = 0.686\nsamples = 4578\nvalue = [252, 424, 390, 344, 2402, 491, 226, 49]"] ;
583 -> 584 ;
585 [label="X[0] <= 2.915\ngini = 0.681\nsamples = 2223\nvalue = [113, 214, 199, 168, 1179, 217, 108, 25]"] ;
584 -> 585 ;
586 [label="X[0] <= 2.885\ngini = 0.685\nsamples = 2101\nvalue = [108, 200, 195, 160, 1106, 206, 102, 24]"] ;
585 -> 586 ;
587 [label="X[0] <= 2.875\ngini = 0.677\nsamples = 445\nvalue = [12, 46, 45, 36, 236, 48, 16, 6]"] ;
586 -> 587 ;
588 [label="X[0] <= 2.865\ngini = 0.667\nsamples = 277\nvalue = [9, 29, 30, 18, 150, 29, 8, 4]"] ;
587 -> 588 ;
589 [label="gini = 0.672\nsamples = 139\nvalue = [4, 15, 17, 11, 74, 14, 2, 2]"] ;
588 -> 589 ;
590 [label="gini = 0.66\nsamples = 138\nvalue = [5, 14, 13, 7, 76, 15, 6, 2]"] ;
588 -> 590 ;
591 [label="gini = 0.693\nsamples = 168\nvalue = [3, 17, 15, 18, 86, 19, 8, 2]"] ;
587 -> 591 ;
592 [label="X[0] <= 2.895\ngini = 0.686\nsamples = 1656\nvalue = [96, 154, 150, 124, 870, 158, 86, 18]"] ;
586 -> 592 ;
593 [label="gini = 0.689\nsamples = 141\nvalue = [12, 13, 6, 4, 73, 17, 14, 2]"] ;
592 -> 593 ;
594 [label="X[0] <= 2.905\ngini = 0.685\nsamples = 1515\nvalue = [84, 141, 144, 120, 797, 141, 72, 16]"] ;
592 -> 594 ;
595 [label="gini = 0.684\nsamples = 1366\nvalue = [72, 122, 132, 112, 721, 126, 65, 16]"] ;
594 -> 595 ;
596 [label="gini = 0.695\nsamples = 149\nvalue = [12, 19, 12, 8, 76, 15, 7, 0]"] ;
594 -> 596 ;
597 [label="gini = 0.611\nsamples = 122\nvalue = [5, 14, 4, 8, 73, 11, 6, 1]"] ;
585 -> 597 ;
598 [label="X[0] <= 2.995\ngini = 0.691\nsamples = 2355\nvalue = [139, 210, 191, 176, 1223, 274, 118, 24]"] ;
584 -> 598 ;
599 [label="X[0] <= 2.955\ngini = 0.701\nsamples = 955\nvalue = [74, 76, 73, 63, 480, 142, 39, 8]"] ;
598 -> 599 ;
600 [label="X[0] <= 2.935\ngini = 0.706\nsamples = 414\nvalue = [39, 32, 30, 30, 204, 65, 12, 2]"] ;
599 -> 600 ;
601 [label="gini = 0.707\nsamples = 138\nvalue = [7, 12, 11, 9, 67, 26, 5, 1]"] ;
600 -> 601 ;
602 [label="X[0] <= 2.945\ngini = 0.704\nsamples = 276\nvalue = [32, 20, 19, 21, 137, 39, 7, 1]"] ;
600 -> 602 ;
603 [label="gini = 0.675\nsamples = 136\nvalue = [15, 7, 11, 8, 72, 19, 4, 0]"] ;
602 -> 603 ;
604 [label="gini = 0.728\nsamples = 140\nvalue = [17, 13, 8, 13, 65, 20, 3, 1]"] ;
602 -> 604 ;
605 [label="X[0] <= 2.965\ngini = 0.696\nsamples = 541\nvalue = [35, 44, 43, 33, 276, 77, 27, 6]"] ;
599 -> 605 ;
606 [label="gini = 0.699\nsamples = 129\nvalue = [4, 9, 12, 9, 64, 23, 8, 0]"] ;
605 -> 606 ;
607 [label="X[0] <= 2.985\ngini = 0.694\nsamples = 412\nvalue = [31, 35, 31, 24, 212, 54, 19, 6]"] ;
605 -> 607 ;
608 [label="X[0] <= 2.975\ngini = 0.687\nsamples = 267\nvalue = [20, 26, 20, 17, 140, 29, 11, 4]"] ;
607 -> 608 ;
609 [label="gini = 0.668\nsamples = 146\nvalue = [14, 12, 9, 8, 79, 18, 3, 3]"] ;
608 -> 609 ;
610 [label="gini = 0.704\nsamples = 121\nvalue = [6, 14, 11, 9, 61, 11, 8, 1]"] ;
608 -> 610 ;
611 [label="gini = 0.703\nsamples = 145\nvalue = [11, 9, 11, 7, 72, 25, 8, 2]"] ;
607 -> 611 ;
612 [label="gini = 0.681\nsamples = 1400\nvalue = [65, 134, 118, 113, 743, 132, 79, 16]"] ;
598 -> 612 ;
613 [label="X[0] <= 3.015\ngini = 0.671\nsamples = 3725\nvalue = [184, 331, 350, 237, 2010, 410, 173, 30]"] ;
583 -> 613 ;
614 [label="gini = 0.573\nsamples = 134\nvalue = [7, 8, 11, 5, 85, 13, 4, 1]"] ;
613 -> 614 ;
615 [label="X[0] <= 3.105\ngini = 0.675\nsamples = 3591\nvalue = [177, 323, 339, 232, 1925, 397, 169, 29]"] ;
613 -> 615 ;
616 [label="X[0] <= 3.045\ngini = 0.679\nsamples = 2461\nvalue = [110, 226, 249, 165, 1306, 265, 118, 22]"] ;
615 -> 616 ;
617 [label="X[0] <= 3.035\ngini = 0.65\nsamples = 389\nvalue = [11, 37, 37, 23, 218, 41, 19, 3]"] ;
616 -> 617 ;
618 [label="X[0] <= 3.025\ngini = 0.659\nsamples = 252\nvalue = [9, 18, 25, 13, 139, 30, 15, 3]"] ;
617 -> 618 ;
619 [label="gini = 0.646\nsamples = 140\nvalue = [5, 8, 12, 7, 79, 18, 9, 2]"] ;
618 -> 619 ;
620 [label="gini = 0.673\nsamples = 112\nvalue = [4, 10, 13, 6, 60, 12, 6, 1]"] ;
618 -> 620 ;
621 [label="gini = 0.628\nsamples = 137\nvalue = [2, 19, 12, 10, 79, 11, 4, 0]"] ;
617 -> 621 ;
622 [label="X[0] <= 3.085\ngini = 0.684\nsamples = 2072\nvalue = [99, 189, 212, 142, 1088, 224, 99, 19]"] ;
616 -> 622 ;
623 [label="X[0] <= 3.075\ngini = 0.71\nsamples = 558\nvalue = [35, 52, 55, 37, 275, 74, 28, 2]"] ;
622 -> 623 ;
624 [label="X[0] <= 3.055\ngini = 0.715\nsamples = 413\nvalue = [26, 36, 45, 33, 201, 51, 21, 0]"] ;
623 -> 624 ;
625 [label="gini = 0.694\nsamples = 139\nvalue = [9, 13, 16, 10, 70, 20, 1, 0]"] ;
624 -> 625 ;
626 [label="X[0] <= 3.065\ngini = 0.724\nsamples = 274\nvalue = [17, 23, 29, 23, 131, 31, 20, 0]"] ;
624 -> 626 ;
627 [label="gini = 0.719\nsamples = 125\nvalue = [6, 11, 12, 9, 60, 18, 9, 0]"] ;
626 -> 627 ;
628 [label="gini = 0.726\nsamples = 149\nvalue = [11, 12, 17, 14, 71, 13, 11, 0]"] ;
626 -> 628 ;
629 [label="gini = 0.69\nsamples = 145\nvalue = [9, 16, 10, 4, 74, 23, 7, 2]"] ;
623 -> 629 ;
630 [label="X[0] <= 3.095\ngini = 0.674\nsamples = 1514\nvalue = [64, 137, 157, 105, 813, 150, 71, 17]"] ;
622 -> 630 ;
631 [label="gini = 0.659\nsamples = 142\nvalue = [7, 14, 19, 5, 78, 11, 6, 2]"] ;
630 -> 631 ;
632 [label="gini = 0.675\nsamples = 1372\nvalue = [57, 123, 138, 100, 735, 139, 65, 15]"] ;
630 -> 632 ;
633 [label="X[0] <= 3.165\ngini = 0.663\nsamples = 1130\nvalue = [67, 97, 90, 67, 619, 132, 51, 7]"] ;
615 -> 633 ;
634 [label="X[0] <= 3.145\ngini = 0.653\nsamples = 834\nvalue = [56, 59, 62, 49, 466, 98, 39, 5]"] ;
633 -> 634 ;
635 [label="X[0] <= 3.115\ngini = 0.674\nsamples = 560\nvalue = [39, 42, 35, 39, 300, 73, 29, 3]"] ;
634 -> 635 ;
636 [label="gini = 0.662\nsamples = 137\nvalue = [8, 12, 10, 3, 74, 22, 8, 0]"] ;
635 -> 636 ;
637 [label="X[0] <= 3.125\ngini = 0.676\nsamples = 423\nvalue = [31, 30, 25, 36, 226, 51, 21, 3]"] ;
635 -> 637 ;
638 [label="gini = 0.691\nsamples = 147\nvalue = [14, 10, 10, 15, 76, 15, 7, 0]"] ;
637 -> 638 ;
639 [label="X[0] <= 3.135\ngini = 0.667\nsamples = 276\nvalue = [17, 20, 15, 21, 150, 36, 14, 3]"] ;
637 -> 639 ;
640 [label="gini = 0.663\nsamples = 148\nvalue = [11, 12, 8, 7, 81, 20, 7, 2]"] ;
639 -> 640 ;
641 [label="gini = 0.67\nsamples = 128\nvalue = [6, 8, 7, 14, 69, 16, 7, 1]"] ;
639 -> 641 ;
642 [label="X[0] <= 3.155\ngini = 0.605\nsamples = 274\nvalue = [17, 17, 27, 10, 166, 25, 10, 2]"] ;
634 -> 642 ;
643 [label="gini = 0.587\nsamples = 129\nvalue = [8, 6, 14, 4, 80, 12, 5, 0]"] ;
642 -> 643 ;
644 [label="gini = 0.619\nsamples = 145\nvalue = [9, 11, 13, 6, 86, 13, 5, 2]"] ;
642 -> 644 ;
645 [label="X[0] <= 3.175\ngini = 0.687\nsamples = 296\nvalue = [11, 38, 28, 18, 153, 34, 12, 2]"] ;
633 -> 645 ;
646 [label="gini = 0.697\nsamples = 147\nvalue = [5, 18, 19, 10, 74, 15, 5, 1]"] ;
645 -> 646 ;
647 [label="gini = 0.674\nsamples = 149\nvalue = [6, 20, 9, 8, 79, 19, 7, 1]"] ;
645 -> 647 ;
648 [label="X[0] <= 3.615\ngini = 0.686\nsamples = 37754\nvalue = [2149, 3006, 4306, 2386, 19674, 4423, 1551, 259]"] ;
438 -> 648 ;
649 [label="X[0] <= 3.465\ngini = 0.68\nsamples = 12485\nvalue = [700, 965, 1343, 741, 6603, 1473, 580, 80]"] ;
648 -> 649 ;
650 [label="X[0] <= 3.445\ngini = 0.688\nsamples = 7677\nvalue = [414, 637, 828, 485, 3987, 916, 364, 46]"] ;
649 -> 650 ;
651 [label="X[0] <= 3.405\ngini = 0.687\nsamples = 7398\nvalue = [387, 612, 797, 469, 3851, 883, 354, 45]"] ;
650 -> 651 ;
652 [label="X[0] <= 3.345\ngini = 0.689\nsamples = 6773\nvalue = [361, 565, 724, 442, 3515, 814, 309, 43]"] ;
651 -> 652 ;
653 [label="X[0] <= 3.245\ngini = 0.694\nsamples = 4594\nvalue = [260, 381, 487, 304, 2356, 552, 222, 32]"] ;
652 -> 653 ;
654 [label="X[0] <= 3.205\ngini = 0.684\nsamples = 2060\nvalue = [124, 163, 219, 125, 1082, 229, 99, 19]"] ;
653 -> 654 ;
655 [label="X[0] <= 3.195\ngini = 0.693\nsamples = 1484\nvalue = [83, 125, 163, 92, 765, 166, 75, 15]"] ;
654 -> 655 ;
656 [label="gini = 0.685\nsamples = 148\nvalue = [14, 12, 14, 6, 78, 14, 7, 3]"] ;
655 -> 656 ;
657 [label="gini = 0.694\nsamples = 1336\nvalue = [69, 113, 149, 86, 687, 152, 68, 12]"] ;
655 -> 657 ;
658 [label="X[0] <= 3.225\ngini = 0.661\nsamples = 576\nvalue = [41, 38, 56, 33, 317, 63, 24, 4]"] ;
654 -> 658 ;
659 [label="X[0] <= 3.215\ngini = 0.654\nsamples = 295\nvalue = [24, 21, 29, 15, 165, 24, 15, 2]"] ;
658 -> 659 ;
660 [label="gini = 0.652\nsamples = 149\nvalue = [13, 10, 19, 6, 83, 12, 5, 1]"] ;
659 -> 660 ;
661 [label="gini = 0.653\nsamples = 146\nvalue = [11, 11, 10, 9, 82, 12, 10, 1]"] ;
659 -> 661 ;
662 [label="X[0] <= 3.235\ngini = 0.666\nsamples = 281\nvalue = [17, 17, 27, 18, 152, 39, 9, 2]"] ;
658 -> 662 ;
663 [label="gini = 0.64\nsamples = 126\nvalue = [5, 8, 13, 6, 71, 19, 4, 0]"] ;
662 -> 663 ;
664 [label="gini = 0.686\nsamples = 155\nvalue = [12, 9, 14, 12, 81, 20, 5, 2]"] ;
662 -> 664 ;
665 [label="X[0] <= 3.305\ngini = 0.702\nsamples = 2534\nvalue = [136, 218, 268, 179, 1274, 323, 123, 13]"] ;
653 -> 665 ;
666 [label="X[0] <= 3.295\ngini = 0.696\nsamples = 1991\nvalue = [100, 175, 210, 139, 1015, 249, 92, 11]"] ;
665 -> 666 ;
667 [label="X[0] <= 3.285\ngini = 0.717\nsamples = 684\nvalue = [45, 62, 73, 43, 331, 91, 36, 3]"] ;
666 -> 667 ;
668 [label="X[0] <= 3.265\ngini = 0.703\nsamples = 556\nvalue = [33, 51, 53, 38, 279, 72, 28, 2]"] ;
667 -> 668 ;
669 [label="X[0] <= 3.255\ngini = 0.709\nsamples = 282\nvalue = [12, 30, 24, 18, 138, 44, 14, 2]"] ;
668 -> 669 ;
670 [label="gini = 0.714\nsamples = 136\nvalue = [5, 16, 14, 8, 66, 18, 8, 1]"] ;
669 -> 670 ;
671 [label="gini = 0.702\nsamples = 146\nvalue = [7, 14, 10, 10, 72, 26, 6, 1]"] ;
669 -> 671 ;
672 [label="X[0] <= 3.275\ngini = 0.694\nsamples = 274\nvalue = [21, 21, 29, 20, 141, 28, 14, 0]"] ;
668 -> 672 ;
673 [label="gini = 0.692\nsamples = 138\nvalue = [10, 12, 13, 10, 71, 17, 5, 0]"] ;
672 -> 673 ;
674 [label="gini = 0.694\nsamples = 136\nvalue = [11, 9, 16, 10, 70, 11, 9, 0]"] ;
672 -> 674 ;
675 [label="gini = 0.767\nsamples = 128\nvalue = [12, 11, 20, 5, 52, 19, 8, 1]"] ;
667 -> 675 ;
676 [label="gini = 0.684\nsamples = 1307\nvalue = [55, 113, 137, 96, 684, 158, 56, 8]"] ;
666 -> 676 ;
677 [label="X[0] <= 3.315\ngini = 0.723\nsamples = 543\nvalue = [36, 43, 58, 40, 259, 74, 31, 2]"] ;
665 -> 677 ;
678 [label="gini = 0.759\nsamples = 138\nvalue = [4, 10, 20, 15, 58, 19, 11, 1]"] ;
677 -> 678 ;
679 [label="X[0] <= 3.325\ngini = 0.707\nsamples = 405\nvalue = [32, 33, 38, 25, 201, 55, 20, 1]"] ;
677 -> 679 ;
680 [label="gini = 0.72\nsamples = 149\nvalue = [11, 14, 15, 8, 70, 26, 5, 0]"] ;
679 -> 680 ;
681 [label="X[0] <= 3.335\ngini = 0.697\nsamples = 256\nvalue = [21, 19, 23, 17, 131, 29, 15, 1]"] ;
679 -> 681 ;
682 [label="gini = 0.69\nsamples = 131\nvalue = [11, 9, 10, 7, 68, 16, 9, 1]"] ;
681 -> 682 ;
683 [label="gini = 0.703\nsamples = 125\nvalue = [10, 10, 13, 10, 63, 13, 6, 0]"] ;
681 -> 683 ;
684 [label="X[0] <= 3.355\ngini = 0.676\nsamples = 2179\nvalue = [101, 184, 237, 138, 1159, 262, 87, 11]"] ;
652 -> 684 ;
685 [label="gini = 0.574\nsamples = 136\nvalue = [9, 11, 7, 4, 86, 14, 5, 0]"] ;
684 -> 685 ;
686 [label="X[0] <= 3.395\ngini = 0.682\nsamples = 2043\nvalue = [92, 173, 230, 134, 1073, 248, 82, 11]"] ;
684 -> 686 ;
687 [label="X[0] <= 3.385\ngini = 0.677\nsamples = 589\nvalue = [29, 50, 55, 39, 312, 79, 22, 3]"] ;
686 -> 687 ;
688 [label="X[0] <= 3.375\ngini = 0.675\nsamples = 449\nvalue = [18, 40, 45, 30, 239, 55, 21, 1]"] ;
687 -> 688 ;
689 [label="X[0] <= 3.365\ngini = 0.655\nsamples = 301\nvalue = [12, 22, 32, 20, 166, 39, 10, 0]"] ;
688 -> 689 ;
690 [label="gini = 0.678\nsamples = 157\nvalue = [4, 15, 16, 11, 82, 24, 5, 0]"] ;
689 -> 690 ;
691 [label="gini = 0.626\nsamples = 144\nvalue = [8, 7, 16, 9, 84, 15, 5, 0]"] ;
689 -> 691 ;
692 [label="gini = 0.711\nsamples = 148\nvalue = [6, 18, 13, 10, 73, 16, 11, 1]"] ;
688 -> 692 ;
693 [label="gini = 0.678\nsamples = 140\nvalue = [11, 10, 10, 9, 73, 24, 1, 2]"] ;
687 -> 693 ;
694 [label="gini = 0.683\nsamples = 1454\nvalue = [63, 123, 175, 95, 761, 169, 60, 8]"] ;
686 -> 694 ;
695 [label="X[0] <= 3.415\ngini = 0.671\nsamples = 625\nvalue = [26, 47, 73, 27, 336, 69, 45, 2]"] ;
651 -> 695 ;
696 [label="gini = 0.663\nsamples = 163\nvalue = [5, 14, 20, 9, 89, 13, 13, 0]"] ;
695 -> 696 ;
697 [label="X[0] <= 3.435\ngini = 0.673\nsamples = 462\nvalue = [21, 33, 53, 18, 247, 56, 32, 2]"] ;
695 -> 697 ;
698 [label="X[0] <= 3.425\ngini = 0.661\nsamples = 306\nvalue = [14, 19, 34, 10, 167, 40, 20, 2]"] ;
697 -> 698 ;
699 [label="gini = 0.642\nsamples = 156\nvalue = [7, 9, 19, 5, 88, 19, 9, 0]"] ;
698 -> 699 ;
700 [label="gini = 0.68\nsamples = 150\nvalue = [7, 10, 15, 5, 79, 21, 11, 2]"] ;
698 -> 700 ;
701 [label="gini = 0.693\nsamples = 156\nvalue = [7, 14, 19, 8, 80, 16, 12, 0]"] ;
697 -> 701 ;
702 [label="X[0] <= 3.455\ngini = 0.714\nsamples = 279\nvalue = [27, 25, 31, 16, 136, 33, 10, 1]"] ;
650 -> 702 ;
703 [label="gini = 0.7\nsamples = 139\nvalue = [14, 11, 16, 9, 70, 15, 4, 0]"] ;
702 -> 703 ;
704 [label="gini = 0.727\nsamples = 140\nvalue = [13, 14, 15, 7, 66, 18, 6, 1]"] ;
702 -> 704 ;
705 [label="X[0] <= 3.505\ngini = 0.666\nsamples = 4808\nvalue = [286, 328, 515, 256, 2616, 557, 216, 34]"] ;
649 -> 705 ;
706 [label="X[0] <= 3.495\ngini = 0.671\nsamples = 1954\nvalue = [109, 134, 225, 122, 1052, 212, 89, 11]"] ;
705 -> 706 ;
707 [label="X[0] <= 3.475\ngini = 0.648\nsamples = 453\nvalue = [23, 32, 39, 30, 256, 46, 22, 5]"] ;
706 -> 707 ;
708 [label="gini = 0.647\nsamples = 159\nvalue = [7, 11, 16, 11, 89, 21, 4, 0]"] ;
707 -> 708 ;
709 [label="X[0] <= 3.485\ngini = 0.648\nsamples = 294\nvalue = [16, 21, 23, 19, 167, 25, 18, 5]"] ;
707 -> 709 ;
710 [label="gini = 0.627\nsamples = 128\nvalue = [7, 12, 7, 9, 75, 8, 10, 0]"] ;
709 -> 710 ;
711 [label="gini = 0.66\nsamples = 166\nvalue = [9, 9, 16, 10, 92, 17, 8, 5]"] ;
709 -> 711 ;
712 [label="gini = 0.678\nsamples = 1501\nvalue = [86, 102, 186, 92, 796, 166, 67, 6]"] ;
706 -> 712 ;
713 [label="X[0] <= 3.515\ngini = 0.662\nsamples = 2854\nvalue = [177, 194, 290, 134, 1564, 345, 127, 23]"] ;
705 -> 713 ;
714 [label="gini = 0.559\nsamples = 131\nvalue = [11, 7, 3, 3, 84, 17, 6, 0]"] ;
713 -> 714 ;
715 [label="X[0] <= 3.525\ngini = 0.666\nsamples = 2723\nvalue = [166, 187, 287, 131, 1480, 328, 121, 23]"] ;
713 -> 715 ;
716 [label="gini = 0.706\nsamples = 145\nvalue = [11, 13, 14, 8, 72, 20, 6, 1]"] ;
715 -> 716 ;
717 [label="X[0] <= 3.535\ngini = 0.664\nsamples = 2578\nvalue = [155, 174, 273, 123, 1408, 308, 115, 22]"] ;
715 -> 717 ;
718 [label="gini = 0.611\nsamples = 176\nvalue = [9, 10, 17, 7, 105, 22, 6, 0]"] ;
717 -> 718 ;
719 [label="X[0] <= 3.555\ngini = 0.667\nsamples = 2402\nvalue = [146, 164, 256, 116, 1303, 286, 109, 22]"] ;
717 -> 719 ;
720 [label="X[0] <= 3.545\ngini = 0.69\nsamples = 312\nvalue = [25, 17, 38, 15, 161, 38, 16, 2]"] ;
719 -> 720 ;
721 [label="gini = 0.66\nsamples = 145\nvalue = [10, 8, 14, 7, 79, 22, 5, 0]"] ;
720 -> 721 ;
722 [label="gini = 0.711\nsamples = 167\nvalue = [15, 9, 24, 8, 82, 16, 11, 2]"] ;
720 -> 722 ;
723 [label="X[0] <= 3.595\ngini = 0.664\nsamples = 2090\nvalue = [121, 147, 218, 101, 1142, 248, 93, 20]"] ;
719 -> 723 ;
724 [label="X[0] <= 3.575\ngini = 0.647\nsamples = 558\nvalue = [35, 35, 50, 23, 315, 67, 29, 4]"] ;
723 -> 724 ;
725 [label="X[0] <= 3.565\ngini = 0.659\nsamples = 266\nvalue = [15, 21, 27, 12, 147, 28, 13, 3]"] ;
724 -> 725 ;
726 [label="gini = 0.631\nsamples = 145\nvalue = [8, 10, 14, 6, 84, 16, 7, 0]"] ;
725 -> 726 ;
727 [label="gini = 0.69\nsamples = 121\nvalue = [7, 11, 13, 6, 63, 12, 6, 3]"] ;
725 -> 727 ;
728 [label="X[0] <= 3.585\ngini = 0.634\nsamples = 292\nvalue = [20, 14, 23, 11, 168, 39, 16, 1]"] ;
724 -> 728 ;
729 [label="gini = 0.631\nsamples = 138\nvalue = [9, 7, 10, 6, 80, 17, 8, 1]"] ;
728 -> 729 ;
730 [label="gini = 0.635\nsamples = 154\nvalue = [11, 7, 13, 5, 88, 22, 8, 0]"] ;
728 -> 730 ;
731 [label="X[0] <= 3.605\ngini = 0.67\nsamples = 1532\nvalue = [86, 112, 168, 78, 827, 181, 64, 16]"] ;
723 -> 731 ;
732 [label="gini = 0.67\nsamples = 1390\nvalue = [76, 101, 156, 71, 750, 164, 57, 15]"] ;
731 -> 732 ;
733 [label="gini = 0.669\nsamples = 142\nvalue = [10, 11, 12, 7, 77, 17, 7, 1]"] ;
731 -> 733 ;
734 [label="X[0] <= 3.705\ngini = 0.689\nsamples = 25269\nvalue = [1449, 2041, 2963, 1645, 13071, 2950, 971, 179]"] ;
648 -> 734 ;
735 [label="X[0] <= 3.665\ngini = 0.681\nsamples = 2481\nvalue = [139, 205, 324, 155, 1306, 240, 92, 20]"] ;
734 -> 735 ;
736 [label="X[0] <= 3.635\ngini = 0.703\nsamples = 693\nvalue = [51, 69, 87, 43, 348, 66, 24, 5]"] ;
735 -> 736 ;
737 [label="X[0] <= 3.625\ngini = 0.681\nsamples = 308\nvalue = [25, 23, 42, 19, 161, 32, 5, 1]"] ;
736 -> 737 ;
738 [label="gini = 0.688\nsamples = 167\nvalue = [13, 17, 21, 12, 86, 16, 2, 0]"] ;
737 -> 738 ;
739 [label="gini = 0.67\nsamples = 141\nvalue = [12, 6, 21, 7, 75, 16, 3, 1]"] ;
737 -> 739 ;
740 [label="X[0] <= 3.645\ngini = 0.717\nsamples = 385\nvalue = [26, 46, 45, 24, 187, 34, 19, 4]"] ;
736 -> 740 ;
741 [label="gini = 0.711\nsamples = 136\nvalue = [11, 19, 16, 12, 66, 10, 2, 0]"] ;
740 -> 741 ;
742 [label="X[0] <= 3.655\ngini = 0.718\nsamples = 249\nvalue = [15, 27, 29, 12, 121, 24, 17, 4]"] ;
740 -> 742 ;
743 [label="gini = 0.735\nsamples = 130\nvalue = [7, 14, 16, 6, 60, 15, 11, 1]"] ;
742 -> 743 ;
744 [label="gini = 0.697\nsamples = 119\nvalue = [8, 13, 13, 6, 61, 9, 6, 3]"] ;
742 -> 744 ;
745 [label="X[0] <= 3.675\ngini = 0.672\nsamples = 1788\nvalue = [88, 136, 237, 112, 958, 174, 68, 15]"] ;
735 -> 745 ;
746 [label="gini = 0.606\nsamples = 124\nvalue = [4, 8, 14, 8, 75, 8, 4, 3]"] ;
745 -> 746 ;
747 [label="X[0] <= 3.695\ngini = 0.677\nsamples = 1664\nvalue = [84, 128, 223, 104, 883, 166, 64, 12]"] ;
745 -> 747 ;
748 [label="X[0] <= 3.685\ngini = 0.683\nsamples = 288\nvalue = [26, 16, 40, 14, 150, 32, 9, 1]"] ;
747 -> 748 ;
749 [label="gini = 0.708\nsamples = 129\nvalue = [13, 12, 14, 7, 64, 14, 4, 1]"] ;
748 -> 749 ;
750 [label="gini = 0.658\nsamples = 159\nvalue = [13, 4, 26, 7, 86, 18, 5, 0]"] ;
748 -> 750 ;
751 [label="gini = 0.675\nsamples = 1376\nvalue = [58, 112, 183, 90, 733, 134, 55, 11]"] ;
747 -> 751 ;
752 [label="X[0] <= 3.725\ngini = 0.69\nsamples = 22788\nvalue = [1310, 1836, 2639, 1490, 11765, 2710, 879, 159]"] ;
734 -> 752 ;
753 [label="X[0] <= 3.715\ngini = 0.731\nsamples = 280\nvalue = [20, 19, 42, 21, 130, 33, 12, 3]"] ;
752 -> 753 ;
754 [label="gini = 0.71\nsamples = 161\nvalue = [13, 7, 20, 17, 79, 18, 6, 1]"] ;
753 -> 754 ;
755 [label="gini = 0.749\nsamples = 119\nvalue = [7, 12, 22, 4, 51, 15, 6, 2]"] ;
753 -> 755 ;
756 [label="X[0] <= 4.335\ngini = 0.69\nsamples = 22508\nvalue = [1290, 1817, 2597, 1469, 11635, 2677, 867, 156]"] ;
752 -> 756 ;
757 [label="X[0] <= 4.195\ngini = 0.692\nsamples = 14947\nvalue = [836, 1244, 1751, 946, 7690, 1765, 603, 112]"] ;
756 -> 757 ;
758 [label="X[0] <= 4.105\ngini = 0.686\nsamples = 10833\nvalue = [606, 887, 1245, 659, 5646, 1281, 427, 82]"] ;
757 -> 758 ;
759 [label="X[0] <= 4.095\ngini = 0.687\nsamples = 9636\nvalue = [521, 798, 1134, 575, 5009, 1141, 382, 76]"] ;
758 -> 759 ;
760 [label="X[0] <= 3.915\ngini = 0.686\nsamples = 8368\nvalue = [466, 691, 960, 485, 4361, 1005, 329, 71]"] ;
759 -> 760 ;
761 [label="X[0] <= 3.755\ngini = 0.692\nsamples = 4866\nvalue = [273, 418, 583, 287, 2502, 577, 191, 35]"] ;
760 -> 761 ;
762 [label="X[0] <= 3.735\ngini = 0.675\nsamples = 393\nvalue = [18, 28, 35, 23, 210, 52, 22, 5]"] ;
761 -> 762 ;
763 [label="gini = 0.704\nsamples = 130\nvalue = [5, 9, 14, 8, 65, 19, 6, 4]"] ;
762 -> 763 ;
764 [label="X[0] <= 3.745\ngini = 0.659\nsamples = 263\nvalue = [13, 19, 21, 15, 145, 33, 16, 1]"] ;
762 -> 764 ;
765 [label="gini = 0.623\nsamples = 136\nvalue = [5, 12, 10, 6, 80, 13, 10, 0]"] ;
764 -> 765 ;
766 [label="gini = 0.691\nsamples = 127\nvalue = [8, 7, 11, 9, 65, 20, 6, 1]"] ;
764 -> 766 ;
767 [label="X[0] <= 3.795\ngini = 0.693\nsamples = 4473\nvalue = [255, 390, 548, 264, 2292, 525, 169, 30]"] ;
761 -> 767 ;
768 [label="X[0] <= 3.785\ngini = 0.704\nsamples = 526\nvalue = [33, 34, 78, 32, 261, 64, 21, 3]"] ;
767 -> 768 ;
769 [label="X[0] <= 3.775\ngini = 0.685\nsamples = 391\nvalue = [26, 24, 55, 26, 204, 36, 18, 2]"] ;
768 -> 769 ;
770 [label="X[0] <= 3.765\ngini = 0.673\nsamples = 246\nvalue = [16, 14, 37, 15, 131, 23, 9, 1]"] ;
769 -> 770 ;
771 [label="gini = 0.66\nsamples = 117\nvalue = [6, 7, 17, 7, 64, 10, 6, 0]"] ;
770 -> 771 ;
772 [label="gini = 0.683\nsamples = 129\nvalue = [10, 7, 20, 8, 67, 13, 3, 1]"] ;
770 -> 772 ;
773 [label="gini = 0.704\nsamples = 145\nvalue = [10, 10, 18, 11, 73, 13, 9, 1]"] ;
769 -> 773 ;
774 [label="gini = 0.739\nsamples = 135\nvalue = [7, 10, 23, 6, 57, 28, 3, 1]"] ;
768 -> 774 ;
775 [label="X[0] <= 3.865\ngini = 0.691\nsamples = 3947\nvalue = [222, 356, 470, 232, 2031, 461, 148, 27]"] ;
767 -> 775 ;
776 [label="X[0] <= 3.815\ngini = 0.685\nsamples = 2141\nvalue = [123, 184, 252, 115, 1115, 263, 75, 14]"] ;
775 -> 776 ;
777 [label="X[0] <= 3.805\ngini = 0.696\nsamples = 1428\nvalue = [79, 128, 181, 86, 725, 173, 49, 7]"] ;
776 -> 777 ;
778 [label="gini = 0.694\nsamples = 1305\nvalue = [68, 112, 162, 82, 665, 165, 44, 7]"] ;
777 -> 778 ;
779 [label="gini = 0.706\nsamples = 123\nvalue = [11, 16, 19, 4, 60, 8, 5, 0]"] ;
777 -> 779 ;
780 [label="X[0] <= 3.845\ngini = 0.662\nsamples = 713\nvalue = [44, 56, 71, 29, 390, 90, 26, 7]"] ;
776 -> 780 ;
781 [label="X[0] <= 3.825\ngini = 0.641\nsamples = 410\nvalue = [25, 33, 40, 17, 234, 41, 16, 4]"] ;
780 -> 781 ;
782 [label="gini = 0.668\nsamples = 120\nvalue = [9, 12, 7, 5, 65, 15, 6, 1]"] ;
781 -> 782 ;
783 [label="X[0] <= 3.835\ngini = 0.628\nsamples = 290\nvalue = [16, 21, 33, 12, 169, 26, 10, 3]"] ;
781 -> 783 ;
784 [label="gini = 0.649\nsamples = 131\nvalue = [7, 8, 18, 6, 73, 14, 4, 1]"] ;
783 -> 784 ;
785 [label="gini = 0.608\nsamples = 159\nvalue = [9, 13, 15, 6, 96, 12, 6, 2]"] ;
783 -> 785 ;
786 [label="X[0] <= 3.855\ngini = 0.686\nsamples = 303\nvalue = [19, 23, 31, 12, 156, 49, 10, 3]"] ;
780 -> 786 ;
787 [label="gini = 0.686\nsamples = 144\nvalue = [12, 11, 12, 4, 74, 24, 5, 2]"] ;
786 -> 787 ;
788 [label="gini = 0.684\nsamples = 159\nvalue = [7, 12, 19, 8, 82, 25, 5, 1]"] ;
786 -> 788 ;
789 [label="X[0] <= 3.905\ngini = 0.698\nsamples = 1806\nvalue = [99, 172, 218, 117, 916, 198, 73, 13]"] ;
775 -> 789 ;
790 [label="X[0] <= 3.885\ngini = 0.696\nsamples = 1678\nvalue = [90, 158, 204, 111, 856, 181, 66, 12]"] ;
789 -> 790 ;
791 [label="X[0] <= 3.875\ngini = 0.708\nsamples = 271\nvalue = [18, 22, 39, 15, 134, 28, 13, 2]"] ;
790 -> 791 ;
792 [label="gini = 0.721\nsamples = 134\nvalue = [10, 11, 20, 9, 64, 14, 4, 2]"] ;
791 -> 792 ;
793 [label="gini = 0.693\nsamples = 137\nvalue = [8, 11, 19, 6, 70, 14, 9, 0]"] ;
791 -> 793 ;
794 [label="X[0] <= 3.895\ngini = 0.693\nsamples = 1407\nvalue = [72, 136, 165, 96, 722, 153, 53, 10]"] ;
790 -> 794 ;
795 [label="gini = 0.711\nsamples = 141\nvalue = [6, 17, 15, 9, 69, 17, 8, 0]"] ;
794 -> 795 ;
796 [label="gini = 0.691\nsamples = 1266\nvalue = [66, 119, 150, 87, 653, 136, 45, 10]"] ;
794 -> 796 ;
797 [label="gini = 0.729\nsamples = 128\nvalue = [9, 14, 14, 6, 60, 17, 7, 1]"] ;
789 -> 797 ;
798 [label="X[0] <= 3.995\ngini = 0.678\nsamples = 3502\nvalue = [193, 273, 377, 198, 1859, 428, 138, 36]"] ;
760 -> 798 ;
799 [label="X[0] <= 3.965\ngini = 0.651\nsamples = 1005\nvalue = [50, 71, 89, 58, 560, 139, 29, 9]"] ;
798 -> 799 ;
800 [label="X[0] <= 3.935\ngini = 0.678\nsamples = 617\nvalue = [36, 42, 63, 34, 326, 88, 21, 7]"] ;
799 -> 800 ;
801 [label="X[0] <= 3.925\ngini = 0.636\nsamples = 262\nvalue = [15, 21, 20, 10, 150, 36, 7, 3]"] ;
800 -> 801 ;
802 [label="gini = 0.653\nsamples = 125\nvalue = [6, 11, 10, 5, 69, 19, 3, 2]"] ;
801 -> 802 ;
803 [label="gini = 0.618\nsamples = 137\nvalue = [9, 10, 10, 5, 81, 17, 4, 1]"] ;
801 -> 803 ;
804 [label="X[0] <= 3.945\ngini = 0.705\nsamples = 355\nvalue = [21, 21, 43, 24, 176, 52, 14, 4]"] ;
800 -> 804 ;
805 [label="gini = 0.739\nsamples = 117\nvalue = [10, 4, 17, 9, 52, 19, 4, 2]"] ;
804 -> 805 ;
806 [label="X[0] <= 3.955\ngini = 0.684\nsamples = 238\nvalue = [11, 17, 26, 15, 124, 33, 10, 2]"] ;
804 -> 806 ;
807 [label="gini = 0.68\nsamples = 122\nvalue = [6, 8, 10, 7, 64, 19, 7, 1]"] ;
806 -> 807 ;
808 [label="gini = 0.685\nsamples = 116\nvalue = [5, 9, 16, 8, 60, 14, 3, 1]"] ;
806 -> 808 ;
809 [label="X[0] <= 3.985\ngini = 0.603\nsamples = 388\nvalue = [14, 29, 26, 24, 234, 51, 8, 2]"] ;
799 -> 809 ;
810 [label="X[0] <= 3.975\ngini = 0.552\nsamples = 248\nvalue = [7, 18, 13, 15, 161, 29, 5, 0]"] ;
809 -> 810 ;
811 [label="gini = 0.559\nsamples = 122\nvalue = [4, 11, 4, 6, 78, 17, 2, 0]"] ;
810 -> 811 ;
812 [label="gini = 0.543\nsamples = 126\nvalue = [3, 7, 9, 9, 83, 12, 3, 0]"] ;
810 -> 812 ;
813 [label="gini = 0.681\nsamples = 140\nvalue = [7, 11, 13, 9, 73, 22, 3, 2]"] ;
809 -> 813 ;
814 [label="X[0] <= 4.015\ngini = 0.688\nsamples = 2497\nvalue = [143, 202, 288, 140, 1299, 289, 109, 27]"] ;
798 -> 814 ;
815 [label="X[0] <= 4.005\ngini = 0.696\nsamples = 1459\nvalue = [72, 132, 177, 89, 743, 171, 61, 14]"] ;
814 -> 815 ;
816 [label="gini = 0.695\nsamples = 1327\nvalue = [67, 112, 156, 85, 679, 155, 59, 14]"] ;
815 -> 816 ;
817 [label="gini = 0.699\nsamples = 132\nvalue = [5, 20, 21, 4, 64, 16, 2, 0]"] ;
815 -> 817 ;
818 [label="X[0] <= 4.075\ngini = 0.675\nsamples = 1038\nvalue = [71, 70, 111, 51, 556, 118, 48, 13]"] ;
814 -> 818 ;
819 [label="X[0] <= 4.025\ngini = 0.658\nsamples = 807\nvalue = [56, 49, 86, 40, 446, 89, 32, 9]"] ;
818 -> 819 ;
820 [label="gini = 0.609\nsamples = 155\nvalue = [12, 6, 12, 6, 93, 19, 5, 2]"] ;
819 -> 820 ;
821 [label="X[0] <= 4.045\ngini = 0.669\nsamples = 652\nvalue = [44, 43, 74, 34, 353, 70, 27, 7]"] ;
819 -> 821 ;
822 [label="X[0] <= 4.035\ngini = 0.657\nsamples = 244\nvalue = [16, 17, 33, 11, 135, 17, 11, 4]"] ;
821 -> 822 ;
823 [label="gini = 0.662\nsamples = 112\nvalue = [8, 9, 17, 6, 61, 6, 2, 3]"] ;
822 -> 823 ;
824 [label="gini = 0.651\nsamples = 132\nvalue = [8, 8, 16, 5, 74, 11, 9, 1]"] ;
822 -> 824 ;
825 [label="X[0] <= 4.065\ngini = 0.674\nsamples = 408\nvalue = [28, 26, 41, 23, 218, 53, 16, 3]"] ;
821 -> 825 ;
826 [label="X[0] <= 4.055\ngini = 0.676\nsamples = 265\nvalue = [14, 18, 27, 15, 141, 35, 13, 2]"] ;
825 -> 826 ;
827 [label="gini = 0.679\nsamples = 123\nvalue = [7, 8, 14, 5, 65, 15, 8, 1]"] ;
826 -> 827 ;
828 [label="gini = 0.672\nsamples = 142\nvalue = [7, 10, 13, 10, 76, 20, 5, 1]"] ;
826 -> 828 ;
829 [label="gini = 0.668\nsamples = 143\nvalue = [14, 8, 14, 8, 77, 18, 3, 1]"] ;
825 -> 829 ;
830 [label="X[0] <= 4.085\ngini = 0.726\nsamples = 231\nvalue = [15, 21, 25, 11, 110, 29, 16, 4]"] ;
818 -> 830 ;
831 [label="gini = 0.765\nsamples = 111\nvalue = [6, 11, 12, 7, 46, 18, 10, 1]"] ;
830 -> 831 ;
832 [label="gini = 0.679\nsamples = 120\nvalue = [9, 10, 13, 4, 64, 11, 6, 3]"] ;
830 -> 832 ;
833 [label="gini = 0.693\nsamples = 1268\nvalue = [55, 107, 174, 90, 648, 136, 53, 5]"] ;
759 -> 833 ;
834 [label="X[0] <= 4.185\ngini = 0.678\nsamples = 1197\nvalue = [85, 89, 111, 84, 637, 140, 45, 6]"] ;
758 -> 834 ;
835 [label="X[0] <= 4.175\ngini = 0.682\nsamples = 1062\nvalue = [79, 79, 101, 77, 560, 120, 41, 5]"] ;
834 -> 835 ;
836 [label="X[0] <= 4.165\ngini = 0.673\nsamples = 927\nvalue = [68, 67, 83, 67, 497, 110, 32, 3]"] ;
835 -> 836 ;
837 [label="X[0] <= 4.135\ngini = 0.678\nsamples = 801\nvalue = [58, 57, 75, 55, 426, 95, 32, 3]"] ;
836 -> 837 ;
838 [label="X[0] <= 4.125\ngini = 0.667\nsamples = 401\nvalue = [27, 33, 35, 29, 218, 44, 14, 1]"] ;
837 -> 838 ;
839 [label="X[0] <= 4.115\ngini = 0.672\nsamples = 262\nvalue = [16, 22, 27, 17, 141, 28, 10, 1]"] ;
838 -> 839 ;
840 [label="gini = 0.687\nsamples = 134\nvalue = [11, 10, 11, 11, 70, 15, 5, 1]"] ;
839 -> 840 ;
841 [label="gini = 0.652\nsamples = 128\nvalue = [5, 12, 16, 6, 71, 13, 5, 0]"] ;
839 -> 841 ;
842 [label="gini = 0.656\nsamples = 139\nvalue = [11, 11, 8, 12, 77, 16, 4, 0]"] ;
838 -> 842 ;
843 [label="X[0] <= 4.155\ngini = 0.687\nsamples = 400\nvalue = [31, 24, 40, 26, 208, 51, 18, 2]"] ;
837 -> 843 ;
844 [label="X[0] <= 4.145\ngini = 0.704\nsamples = 258\nvalue = [19, 17, 29, 18, 129, 34, 10, 2]"] ;
843 -> 844 ;
845 [label="gini = 0.7\nsamples = 145\nvalue = [13, 10, 17, 6, 73, 19, 5, 2]"] ;
844 -> 845 ;
846 [label="gini = 0.706\nsamples = 113\nvalue = [6, 7, 12, 12, 56, 15, 5, 0]"] ;
844 -> 846 ;
847 [label="gini = 0.654\nsamples = 142\nvalue = [12, 7, 11, 8, 79, 17, 8, 0]"] ;
843 -> 847 ;
848 [label="gini = 0.643\nsamples = 126\nvalue = [10, 10, 8, 12, 71, 15, 0, 0]"] ;
836 -> 848 ;
849 [label="gini = 0.734\nsamples = 135\nvalue = [11, 12, 18, 10, 63, 10, 9, 2]"] ;
835 -> 849 ;
850 [label="gini = 0.636\nsamples = 135\nvalue = [6, 10, 10, 7, 77, 20, 4, 1]"] ;
834 -> 850 ;
851 [label="X[0] <= 4.305\ngini = 0.707\nsamples = 4114\nvalue = [230, 357, 506, 287, 2044, 484, 176, 30]"] ;
757 -> 851 ;
852 [label="X[0] <= 4.295\ngini = 0.708\nsamples = 3753\nvalue = [209, 318, 475, 268, 1859, 440, 156, 28]"] ;
851 -> 852 ;
853 [label="X[0] <= 4.255\ngini = 0.706\nsamples = 2485\nvalue = [160, 197, 311, 171, 1235, 296, 96, 19]"] ;
852 -> 853 ;
854 [label="X[0] <= 4.205\ngini = 0.712\nsamples = 1929\nvalue = [131, 160, 239, 139, 946, 223, 77, 14]"] ;
853 -> 854 ;
855 [label="gini = 0.703\nsamples = 1286\nvalue = [81, 106, 157, 90, 644, 154, 45, 9]"] ;
854 -> 855 ;
856 [label="X[0] <= 4.215\ngini = 0.73\nsamples = 643\nvalue = [50, 54, 82, 49, 302, 69, 32, 5]"] ;
854 -> 856 ;
857 [label="gini = 0.778\nsamples = 122\nvalue = [12, 11, 17, 12, 49, 13, 6, 2]"] ;
856 -> 857 ;
858 [label="X[0] <= 4.245\ngini = 0.717\nsamples = 521\nvalue = [38, 43, 65, 37, 253, 56, 26, 3]"] ;
856 -> 858 ;
859 [label="X[0] <= 4.235\ngini = 0.721\nsamples = 381\nvalue = [29, 32, 52, 22, 183, 40, 20, 3]"] ;
858 -> 859 ;
860 [label="X[0] <= 4.225\ngini = 0.72\nsamples = 252\nvalue = [18, 22, 30, 16, 121, 33, 10, 2]"] ;
859 -> 860 ;
861 [label="gini = 0.713\nsamples = 133\nvalue = [9, 10, 16, 7, 65, 18, 7, 1]"] ;
860 -> 861 ;
862 [label="gini = 0.727\nsamples = 119\nvalue = [9, 12, 14, 9, 56, 15, 3, 1]"] ;
860 -> 862 ;
863 [label="gini = 0.715\nsamples = 129\nvalue = [11, 10, 22, 6, 62, 7, 10, 1]"] ;
859 -> 863 ;
864 [label="gini = 0.705\nsamples = 140\nvalue = [9, 11, 13, 15, 70, 16, 6, 0]"] ;
858 -> 864 ;
865 [label="X[0] <= 4.265\ngini = 0.684\nsamples = 556\nvalue = [29, 37, 72, 32, 289, 73, 19, 5]"] ;
853 -> 865 ;
866 [label="gini = 0.666\nsamples = 132\nvalue = [2, 9, 15, 9, 71, 19, 5, 2]"] ;
865 -> 866 ;
867 [label="X[0] <= 4.285\ngini = 0.689\nsamples = 424\nvalue = [27, 28, 57, 23, 218, 54, 14, 3]"] ;
865 -> 867 ;
868 [label="X[0] <= 4.275\ngini = 0.699\nsamples = 278\nvalue = [19, 17, 40, 17, 139, 36, 8, 2]"] ;
867 -> 868 ;
869 [label="gini = 0.696\nsamples = 148\nvalue = [9, 9, 22, 9, 74, 21, 4, 0]"] ;
868 -> 869 ;
870 [label="gini = 0.703\nsamples = 130\nvalue = [10, 8, 18, 8, 65, 15, 4, 2]"] ;
868 -> 870 ;
871 [label="gini = 0.666\nsamples = 146\nvalue = [8, 11, 17, 6, 79, 18, 6, 1]"] ;
867 -> 871 ;
872 [label="gini = 0.709\nsamples = 1268\nvalue = [49, 121, 164, 97, 624, 144, 60, 9]"] ;
852 -> 872 ;
873 [label="X[0] <= 4.325\ngini = 0.694\nsamples = 361\nvalue = [21, 39, 31, 19, 185, 44, 20, 2]"] ;
851 -> 873 ;
874 [label="X[0] <= 4.315\ngini = 0.672\nsamples = 242\nvalue = [12, 29, 14, 11, 129, 33, 13, 1]"] ;
873 -> 874 ;
875 [label="gini = 0.68\nsamples = 123\nvalue = [6, 18, 7, 5, 64, 17, 5, 1]"] ;
874 -> 875 ;
876 [label="gini = 0.662\nsamples = 119\nvalue = [6, 11, 7, 6, 65, 16, 8, 0]"] ;
874 -> 876 ;
877 [label="gini = 0.729\nsamples = 119\nvalue = [9, 10, 17, 8, 56, 11, 7, 1]"] ;
873 -> 877 ;
878 [label="X[0] <= 4.395\ngini = 0.685\nsamples = 7561\nvalue = [454, 573, 846, 523, 3945, 912, 264, 44]"] ;
756 -> 878 ;
879 [label="X[0] <= 4.345\ngini = 0.693\nsamples = 769\nvalue = [62, 57, 77, 41, 394, 103, 29, 6]"] ;
878 -> 879 ;
880 [label="gini = 0.629\nsamples = 133\nvalue = [7, 9, 17, 5, 77, 13, 5, 0]"] ;
879 -> 880 ;
881 [label="X[0] <= 4.365\ngini = 0.705\nsamples = 636\nvalue = [55, 48, 60, 36, 317, 90, 24, 6]"] ;
879 -> 881 ;
882 [label="X[0] <= 4.355\ngini = 0.725\nsamples = 238\nvalue = [29, 15, 23, 20, 113, 27, 8, 3]"] ;
881 -> 882 ;
883 [label="gini = 0.733\nsamples = 114\nvalue = [15, 8, 9, 10, 52, 17, 2, 1]"] ;
882 -> 883 ;
884 [label="gini = 0.714\nsamples = 124\nvalue = [14, 7, 14, 10, 61, 10, 6, 2]"] ;
882 -> 884 ;
885 [label="X[0] <= 4.385\ngini = 0.689\nsamples = 398\nvalue = [26, 33, 37, 16, 204, 63, 16, 3]"] ;
881 -> 885 ;
886 [label="X[0] <= 4.375\ngini = 0.669\nsamples = 266\nvalue = [17, 19, 24, 12, 143, 39, 10, 2]"] ;
885 -> 886 ;
887 [label="gini = 0.719\nsamples = 119\nvalue = [6, 8, 15, 5, 56, 21, 7, 1]"] ;
886 -> 887 ;
888 [label="gini = 0.617\nsamples = 147\nvalue = [11, 11, 9, 7, 87, 18, 3, 1]"] ;
886 -> 888 ;
889 [label="gini = 0.725\nsamples = 132\nvalue = [9, 14, 13, 4, 61, 24, 6, 1]"] ;
885 -> 889 ;
890 [label="X[0] <= 4.595\ngini = 0.684\nsamples = 6792\nvalue = [392, 516, 769, 482, 3551, 809, 235, 38]"] ;
878 -> 890 ;
891 [label="X[0] <= 4.585\ngini = 0.681\nsamples = 4716\nvalue = [256, 346, 521, 336, 2484, 576, 167, 30]"] ;
890 -> 891 ;
892 [label="X[0] <= 4.555\ngini = 0.683\nsamples = 4591\nvalue = [245, 343, 507, 333, 2407, 564, 163, 29]"] ;
891 -> 892 ;
893 [label="X[0] <= 4.515\ngini = 0.682\nsamples = 4223\nvalue = [224, 320, 475, 302, 2219, 509, 147, 27]"] ;
892 -> 893 ;
894 [label="X[0] <= 4.455\ngini = 0.686\nsamples = 3743\nvalue = [206, 289, 415, 272, 1952, 451, 134, 24]"] ;
893 -> 894 ;
895 [label="X[0] <= 4.415\ngini = 0.674\nsamples = 1927\nvalue = [101, 146, 206, 142, 1028, 234, 61, 9]"] ;
894 -> 895 ;
896 [label="X[0] <= 4.405\ngini = 0.693\nsamples = 1425\nvalue = [79, 108, 165, 112, 730, 175, 48, 8]"] ;
895 -> 896 ;
897 [label="gini = 0.693\nsamples = 1292\nvalue = [70, 98, 145, 104, 663, 158, 46, 8]"] ;
896 -> 897 ;
898 [label="gini = 0.693\nsamples = 133\nvalue = [9, 10, 20, 8, 67, 17, 2, 0]"] ;
896 -> 898 ;
899 [label="X[0] <= 4.425\ngini = 0.615\nsamples = 502\nvalue = [22, 38, 41, 30, 298, 59, 13, 1]"] ;
895 -> 899 ;
900 [label="gini = 0.598\nsamples = 132\nvalue = [3, 15, 10, 7, 80, 15, 1, 1]"] ;
899 -> 900 ;
901 [label="X[0] <= 4.445\ngini = 0.62\nsamples = 370\nvalue = [19, 23, 31, 23, 218, 44, 12, 0]"] ;
899 -> 901 ;
902 [label="X[0] <= 4.435\ngini = 0.615\nsamples = 242\nvalue = [15, 12, 18, 17, 144, 28, 8, 0]"] ;
901 -> 902 ;
903 [label="gini = 0.609\nsamples = 119\nvalue = [7, 5, 11, 9, 71, 15, 1, 0]"] ;
902 -> 903 ;
904 [label="gini = 0.618\nsamples = 123\nvalue = [8, 7, 7, 8, 73, 13, 7, 0]"] ;
902 -> 904 ;
905 [label="gini = 0.628\nsamples = 128\nvalue = [4, 11, 13, 6, 74, 16, 4, 0]"] ;
901 -> 905 ;
906 [label="X[0] <= 4.485\ngini = 0.697\nsamples = 1816\nvalue = [105, 143, 209, 130, 924, 217, 73, 15]"] ;
894 -> 906 ;
907 [label="X[0] <= 4.475\ngini = 0.719\nsamples = 352\nvalue = [29, 17, 46, 26, 168, 50, 14, 2]"] ;
906 -> 907 ;
908 [label="X[0] <= 4.465\ngini = 0.698\nsamples = 209\nvalue = [18, 10, 29, 12, 105, 27, 7, 1]"] ;
907 -> 908 ;
909 [label="gini = 0.692\nsamples = 103\nvalue = [9, 6, 14, 7, 52, 14, 0, 1]"] ;
908 -> 909 ;
910 [label="gini = 0.7\nsamples = 106\nvalue = [9, 4, 15, 5, 53, 13, 7, 0]"] ;
908 -> 910 ;
911 [label="gini = 0.746\nsamples = 143\nvalue = [11, 7, 17, 14, 63, 23, 7, 1]"] ;
907 -> 911 ;
912 [label="X[0] <= 4.495\ngini = 0.691\nsamples = 1464\nvalue = [76, 126, 163, 104, 756, 167, 59, 13]"] ;
906 -> 912 ;
913 [label="gini = 0.628\nsamples = 126\nvalue = [7, 8, 10, 7, 74, 10, 8, 2]"] ;
912 -> 913 ;
914 [label="X[0] <= 4.505\ngini = 0.696\nsamples = 1338\nvalue = [69, 118, 153, 97, 682, 157, 51, 11]"] ;
912 -> 914 ;
915 [label="gini = 0.695\nsamples = 1213\nvalue = [63, 111, 137, 89, 620, 140, 45, 8]"] ;
914 -> 915 ;
916 [label="gini = 0.707\nsamples = 125\nvalue = [6, 7, 16, 8, 62, 17, 6, 3]"] ;
914 -> 916 ;
917 [label="X[0] <= 4.535\ngini = 0.65\nsamples = 480\nvalue = [18, 31, 60, 30, 267, 58, 13, 3]"] ;
893 -> 917 ;
918 [label="X[0] <= 4.525\ngini = 0.639\nsamples = 241\nvalue = [9, 17, 25, 18, 138, 23, 9, 2]"] ;
917 -> 918 ;
919 [label="gini = 0.62\nsamples = 114\nvalue = [4, 7, 14, 10, 67, 9, 3, 0]"] ;
918 -> 919 ;
920 [label="gini = 0.654\nsamples = 127\nvalue = [5, 10, 11, 8, 71, 14, 6, 2]"] ;
918 -> 920 ;
921 [label="X[0] <= 4.545\ngini = 0.658\nsamples = 239\nvalue = [9, 14, 35, 12, 129, 35, 4, 1]"] ;
917 -> 921 ;
922 [label="gini = 0.619\nsamples = 111\nvalue = [3, 6, 17, 3, 64, 16, 1, 1]"] ;
921 -> 922 ;
923 [label="gini = 0.689\nsamples = 128\nvalue = [6, 8, 18, 9, 65, 19, 3, 0]"] ;
921 -> 923 ;
924 [label="X[0] <= 4.575\ngini = 0.693\nsamples = 368\nvalue = [21, 23, 32, 31, 188, 55, 16, 2]"] ;
892 -> 924 ;
925 [label="X[0] <= 4.565\ngini = 0.693\nsamples = 261\nvalue = [17, 14, 24, 22, 134, 36, 12, 2]"] ;
924 -> 925 ;
926 [label="gini = 0.7\nsamples = 145\nvalue = [9, 8, 14, 13, 73, 21, 5, 2]"] ;
925 -> 926 ;
927 [label="gini = 0.682\nsamples = 116\nvalue = [8, 6, 10, 9, 61, 15, 7, 0]"] ;
925 -> 927 ;
928 [label="gini = 0.691\nsamples = 107\nvalue = [4, 9, 8, 9, 54, 19, 4, 0]"] ;
924 -> 928 ;
929 [label="gini = 0.589\nsamples = 125\nvalue = [11, 3, 14, 3, 77, 12, 4, 1]"] ;
891 -> 929 ;
930 [label="X[0] <= 4.615\ngini = 0.692\nsamples = 2076\nvalue = [136, 170, 248, 146, 1067, 233, 68, 8]"] ;
890 -> 930 ;
931 [label="X[0] <= 4.605\ngini = 0.702\nsamples = 1330\nvalue = [95, 109, 159, 99, 668, 155, 39, 6]"] ;
930 -> 931 ;
932 [label="gini = 0.703\nsamples = 1215\nvalue = [87, 99, 144, 94, 609, 139, 37, 6]"] ;
931 -> 932 ;
933 [label="gini = 0.686\nsamples = 115\nvalue = [8, 10, 15, 5, 59, 16, 2, 0]"] ;
931 -> 933 ;
934 [label="X[0] <= 4.625\ngini = 0.674\nsamples = 746\nvalue = [41, 61, 89, 47, 399, 78, 29, 2]"] ;
930 -> 934 ;
935 [label="gini = 0.612\nsamples = 126\nvalue = [3, 12, 11, 6, 75, 14, 5, 0]"] ;
934 -> 935 ;
936 [label="X[0] <= 4.655\ngini = 0.685\nsamples = 620\nvalue = [38, 49, 78, 41, 324, 64, 24, 2]"] ;
934 -> 936 ;
937 [label="X[0] <= 4.645\ngini = 0.696\nsamples = 379\nvalue = [19, 35, 49, 25, 193, 38, 20, 0]"] ;
936 -> 937 ;
938 [label="X[0] <= 4.635\ngini = 0.69\nsamples = 247\nvalue = [14, 24, 29, 15, 128, 22, 15, 0]"] ;
937 -> 938 ;
939 [label="gini = 0.7\nsamples = 125\nvalue = [8, 12, 17, 6, 63, 10, 9, 0]"] ;
938 -> 939 ;
940 [label="gini = 0.677\nsamples = 122\nvalue = [6, 12, 12, 9, 65, 12, 6, 0]"] ;
938 -> 940 ;
941 [label="gini = 0.704\nsamples = 132\nvalue = [5, 11, 20, 10, 65, 16, 5, 0]"] ;
937 -> 941 ;
942 [label="X[0] <= 4.665\ngini = 0.664\nsamples = 241\nvalue = [19, 14, 29, 16, 131, 26, 4, 2]"] ;
936 -> 942 ;
943 [label="gini = 0.687\nsamples = 126\nvalue = [11, 6, 14, 10, 65, 17, 1, 2]"] ;
942 -> 943 ;
944 [label="gini = 0.634\nsamples = 115\nvalue = [8, 8, 15, 6, 66, 9, 3, 0]"] ;
942 -> 944 ;
945 [label="X[0] <= 6.395\ngini = 0.713\nsamples = 45580\nvalue = [3201, 4031, 4869, 3659, 22372, 5429, 1820, 199]"] ;
437 -> 945 ;
946 [label="X[0] <= 5.805\ngini = 0.704\nsamples = 32082\nvalue = [2226, 2699, 3393, 2388, 16064, 3888, 1305, 119]"] ;
945 -> 946 ;
947 [label="X[0] <= 5.325\ngini = 0.703\nsamples = 23909\nvalue = [1587, 1980, 2623, 1727, 12010, 2919, 982, 81]"] ;
946 -> 947 ;
948 [label="X[0] <= 5.305\ngini = 0.705\nsamples = 14808\nvalue = [924, 1248, 1675, 1120, 7394, 1790, 602, 55]"] ;
947 -> 948 ;
949 [label="X[0] <= 5.195\ngini = 0.705\nsamples = 14590\nvalue = [917, 1228, 1638, 1109, 7286, 1760, 597, 55]"] ;
948 -> 949 ;
950 [label="X[0] <= 5.155\ngini = 0.702\nsamples = 11411\nvalue = [693, 947, 1270, 867, 5733, 1381, 480, 40]"] ;
949 -> 950 ;
951 [label="X[0] <= 4.705\ngini = 0.705\nsamples = 10952\nvalue = [663, 914, 1235, 843, 5474, 1320, 464, 39]"] ;
950 -> 951 ;
952 [label="X[0] <= 4.695\ngini = 0.715\nsamples = 1475\nvalue = [84, 149, 157, 118, 719, 176, 65, 7]"] ;
951 -> 952 ;
953 [label="X[0] <= 4.685\ngini = 0.728\nsamples = 251\nvalue = [14, 20, 28, 26, 118, 32, 12, 1]"] ;
952 -> 953 ;
954 [label="gini = 0.726\nsamples = 133\nvalue = [8, 9, 14, 14, 63, 17, 7, 1]"] ;
953 -> 954 ;
955 [label="gini = 0.729\nsamples = 118\nvalue = [6, 11, 14, 12, 55, 15, 5, 0]"] ;
953 -> 955 ;
956 [label="gini = 0.712\nsamples = 1224\nvalue = [70, 129, 129, 92, 601, 144, 53, 6]"] ;
952 -> 956 ;
957 [label="X[0] <= 4.785\ngini = 0.703\nsamples = 9477\nvalue = [579, 765, 1078, 725, 4755, 1144, 399, 32]"] ;
951 -> 957 ;
958 [label="X[0] <= 4.745\ngini = 0.671\nsamples = 954\nvalue = [58, 63, 112, 62, 511, 118, 28, 2]"] ;
957 -> 958 ;
959 [label="X[0] <= 4.725\ngini = 0.694\nsamples = 450\nvalue = [25, 38, 60, 24, 228, 60, 13, 2]"] ;
958 -> 959 ;
960 [label="X[0] <= 4.715\ngini = 0.669\nsamples = 232\nvalue = [8, 19, 33, 12, 124, 27, 8, 1]"] ;
959 -> 960 ;
961 [label="gini = 0.684\nsamples = 124\nvalue = [5, 12, 18, 6, 64, 15, 3, 1]"] ;
960 -> 961 ;
962 [label="gini = 0.65\nsamples = 108\nvalue = [3, 7, 15, 6, 60, 12, 5, 0]"] ;
960 -> 962 ;
963 [label="X[0] <= 4.735\ngini = 0.717\nsamples = 218\nvalue = [17, 19, 27, 12, 104, 33, 5, 1]"] ;
959 -> 963 ;
964 [label="gini = 0.713\nsamples = 114\nvalue = [7, 10, 15, 6, 55, 17, 3, 1]"] ;
963 -> 964 ;
965 [label="gini = 0.721\nsamples = 104\nvalue = [10, 9, 12, 6, 49, 16, 2, 0]"] ;
963 -> 965 ;
966 [label="X[0] <= 4.765\ngini = 0.648\nsamples = 504\nvalue = [33, 25, 52, 38, 283, 58, 15, 0]"] ;
958 -> 966 ;
967 [label="X[0] <= 4.755\ngini = 0.652\nsamples = 265\nvalue = [23, 13, 22, 20, 148, 30, 9, 0]"] ;
966 -> 967 ;
968 [label="gini = 0.669\nsamples = 136\nvalue = [10, 6, 14, 11, 73, 18, 4, 0]"] ;
967 -> 968 ;
969 [label="gini = 0.63\nsamples = 129\nvalue = [13, 7, 8, 9, 75, 12, 5, 0]"] ;
967 -> 969 ;
970 [label="X[0] <= 4.775\ngini = 0.641\nsamples = 239\nvalue = [10, 12, 30, 18, 135, 28, 6, 0]"] ;
966 -> 970 ;
971 [label="gini = 0.639\nsamples = 125\nvalue = [7, 6, 14, 11, 71, 14, 2, 0]"] ;
970 -> 971 ;
972 [label="gini = 0.642\nsamples = 114\nvalue = [3, 6, 16, 7, 64, 14, 4, 0]"] ;
970 -> 972 ;
973 [label="X[0] <= 4.805\ngini = 0.706\nsamples = 8523\nvalue = [521, 702, 966, 663, 4244, 1026, 371, 30]"] ;
957 -> 973 ;
974 [label="X[0] <= 4.795\ngini = 0.723\nsamples = 1320\nvalue = [65, 111, 165, 124, 626, 168, 57, 4]"] ;
973 -> 974 ;
975 [label="gini = 0.705\nsamples = 123\nvalue = [7, 8, 12, 10, 60, 22, 4, 0]"] ;
974 -> 975 ;
976 [label="gini = 0.724\nsamples = 1197\nvalue = [58, 103, 153, 114, 566, 146, 53, 4]"] ;
974 -> 976 ;
977 [label="X[0] <= 4.865\ngini = 0.703\nsamples = 7203\nvalue = [456, 591, 801, 539, 3618, 858, 314, 26]"] ;
973 -> 977 ;
978 [label="X[0] <= 4.835\ngini = 0.715\nsamples = 760\nvalue = [63, 55, 81, 59, 370, 99, 32, 1]"] ;
977 -> 978 ;
979 [label="X[0] <= 4.825\ngini = 0.705\nsamples = 381\nvalue = [27, 28, 41, 34, 191, 40, 20, 0]"] ;
978 -> 979 ;
980 [label="X[0] <= 4.815\ngini = 0.702\nsamples = 244\nvalue = [19, 16, 23, 22, 123, 29, 12, 0]"] ;
979 -> 980 ;
981 [label="gini = 0.684\nsamples = 118\nvalue = [11, 7, 12, 8, 62, 12, 6, 0]"] ;
980 -> 981 ;
982 [label="gini = 0.716\nsamples = 126\nvalue = [8, 9, 11, 14, 61, 17, 6, 0]"] ;
980 -> 982 ;
983 [label="gini = 0.708\nsamples = 137\nvalue = [8, 12, 18, 12, 68, 11, 8, 0]"] ;
979 -> 983 ;
984 [label="X[0] <= 4.845\ngini = 0.722\nsamples = 379\nvalue = [36, 27, 40, 25, 179, 59, 12, 1]"] ;
978 -> 984 ;
985 [label="gini = 0.748\nsamples = 134\nvalue = [15, 8, 15, 7, 57, 26, 6, 0]"] ;
984 -> 985 ;
986 [label="X[0] <= 4.855\ngini = 0.704\nsamples = 245\nvalue = [21, 19, 25, 18, 122, 33, 6, 1]"] ;
984 -> 986 ;
987 [label="gini = 0.704\nsamples = 128\nvalue = [9, 15, 10, 10, 64, 15, 4, 1]"] ;
986 -> 987 ;
988 [label="gini = 0.697\nsamples = 117\nvalue = [12, 4, 15, 8, 58, 18, 2, 0]"] ;
986 -> 988 ;
989 [label="X[0] <= 4.885\ngini = 0.701\nsamples = 6443\nvalue = [393, 536, 720, 480, 3248, 759, 282, 25]"] ;
977 -> 989 ;
990 [label="X[0] <= 4.875\ngini = 0.655\nsamples = 232\nvalue = [9, 13, 27, 20, 128, 28, 7, 0]"] ;
989 -> 990 ;
991 [label="gini = 0.678\nsamples = 111\nvalue = [5, 5, 13, 9, 58, 17, 4, 0]"] ;
990 -> 991 ;
992 [label="gini = 0.629\nsamples = 121\nvalue = [4, 8, 14, 11, 70, 11, 3, 0]"] ;
990 -> 992 ;
993 [label="X[0] <= 5.125\ngini = 0.703\nsamples = 6211\nvalue = [384, 523, 693, 460, 3120, 731, 275, 25]"] ;
989 -> 993 ;
994 [label="X[0] <= 5.105\ngini = 0.702\nsamples = 5890\nvalue = [358, 503, 661, 430, 2967, 690, 258, 23]"] ;
993 -> 994 ;
995 [label="X[0] <= 5.075\ngini = 0.703\nsamples = 5655\nvalue = [340, 482, 644, 417, 2838, 667, 245, 22]"] ;
994 -> 995 ;
996 [label="X[0] <= 5.005\ngini = 0.702\nsamples = 4275\nvalue = [268, 364, 479, 317, 2154, 489, 191, 13]"] ;
995 -> 996 ;
997 [label="X[0] <= 4.985\ngini = 0.706\nsamples = 3456\nvalue = [211, 311, 398, 261, 1722, 395, 148, 10]"] ;
996 -> 997 ;
998 [label="X[0] <= 4.945\ngini = 0.7\nsamples = 2207\nvalue = [141, 187, 255, 149, 1116, 260, 91, 8]"] ;
997 -> 998 ;
999 [label="X[0] <= 4.895\ngini = 0.706\nsamples = 1750\nvalue = [108, 151, 217, 118, 871, 204, 73, 8]"] ;
998 -> 999 ;
1000 [label="gini = 0.723\nsamples = 140\nvalue = [10, 9, 17, 13, 67, 14, 10, 0]"] ;
999 -> 1000 ;
1001 [label="X[0] <= 4.905\ngini = 0.704\nsamples = 1610\nvalue = [98, 142, 200, 105, 804, 190, 63, 8]"] ;
999 -> 1001 ;
1002 [label="gini = 0.703\nsamples = 1162\nvalue = [63, 108, 145, 81, 581, 135, 42, 7]"] ;
1001 -> 1002 ;
1003 [label="X[0] <= 4.935\ngini = 0.705\nsamples = 448\nvalue = [35, 34, 55, 24, 223, 55, 21, 1]"] ;
1001 -> 1003 ;
1004 [label="X[0] <= 4.915\ngini = 0.711\nsamples = 327\nvalue = [29, 26, 36, 18, 161, 39, 18, 0]"] ;
1003 -> 1004 ;
1005 [label="gini = 0.684\nsamples = 107\nvalue = [11, 7, 10, 7, 56, 12, 4, 0]"] ;
1004 -> 1005 ;
1006 [label="X[0] <= 4.925\ngini = 0.722\nsamples = 220\nvalue = [18, 19, 26, 11, 105, 27, 14, 0]"] ;
1004 -> 1006 ;
1007 [label="gini = 0.746\nsamples = 108\nvalue = [10, 10, 15, 5, 48, 12, 8, 0]"] ;
1006 -> 1007 ;
1008 [label="gini = 0.696\nsamples = 112\nvalue = [8, 9, 11, 6, 57, 15, 6, 0]"] ;
1006 -> 1008 ;
1009 [label="gini = 0.685\nsamples = 121\nvalue = [6, 8, 19, 6, 62, 16, 3, 1]"] ;
1003 -> 1009 ;
1010 [label="X[0] <= 4.955\ngini = 0.673\nsamples = 457\nvalue = [33, 36, 38, 31, 245, 56, 18, 0]"] ;
998 -> 1010 ;
1011 [label="gini = 0.652\nsamples = 117\nvalue = [5, 6, 9, 12, 65, 15, 5, 0]"] ;
1010 -> 1011 ;
1012 [label="X[0] <= 4.975\ngini = 0.679\nsamples = 340\nvalue = [28, 30, 29, 19, 180, 41, 13, 0]"] ;
1010 -> 1012 ;
1013 [label="X[0] <= 4.965\ngini = 0.665\nsamples = 227\nvalue = [18, 18, 19, 13, 124, 25, 10, 0]"] ;
1012 -> 1013 ;
1014 [label="gini = 0.688\nsamples = 123\nvalue = [11, 10, 12, 9, 64, 13, 4, 0]"] ;
1013 -> 1014 ;
1015 [label="gini = 0.634\nsamples = 104\nvalue = [7, 8, 7, 4, 60, 12, 6, 0]"] ;
1013 -> 1015 ;
1016 [label="gini = 0.704\nsamples = 113\nvalue = [10, 12, 10, 6, 56, 16, 3, 0]"] ;
1012 -> 1016 ;
1017 [label="X[0] <= 4.995\ngini = 0.717\nsamples = 1249\nvalue = [70, 124, 143, 112, 606, 135, 57, 2]"] ;
997 -> 1017 ;
1018 [label="gini = 0.777\nsamples = 102\nvalue = [9, 11, 13, 8, 40, 16, 5, 0]"] ;
1017 -> 1018 ;
1019 [label="gini = 0.71\nsamples = 1147\nvalue = [61, 113, 130, 104, 566, 119, 52, 2]"] ;
1017 -> 1019 ;
1020 [label="X[0] <= 5.045\ngini = 0.682\nsamples = 819\nvalue = [57, 53, 81, 56, 432, 94, 43, 3]"] ;
996 -> 1020 ;
1021 [label="X[0] <= 5.015\ngini = 0.663\nsamples = 461\nvalue = [33, 27, 47, 27, 253, 48, 25, 1]"] ;
1020 -> 1021 ;
1022 [label="gini = 0.627\nsamples = 112\nvalue = [7, 4, 14, 5, 65, 12, 5, 0]"] ;
1021 -> 1022 ;
1023 [label="X[0] <= 5.035\ngini = 0.673\nsamples = 349\nvalue = [26, 23, 33, 22, 188, 36, 20, 1]"] ;
1021 -> 1023 ;
1024 [label="X[0] <= 5.025\ngini = 0.686\nsamples = 233\nvalue = [17, 17, 22, 15, 122, 27, 13, 0]"] ;
1023 -> 1024 ;
1025 [label="gini = 0.69\nsamples = 124\nvalue = [9, 9, 14, 8, 64, 15, 5, 0]"] ;
1024 -> 1025 ;
1026 [label="gini = 0.679\nsamples = 109\nvalue = [8, 8, 8, 7, 58, 12, 8, 0]"] ;
1024 -> 1026 ;
1027 [label="gini = 0.645\nsamples = 116\nvalue = [9, 6, 11, 7, 66, 9, 7, 1]"] ;
1023 -> 1027 ;
1028 [label="X[0] <= 5.055\ngini = 0.706\nsamples = 358\nvalue = [24, 26, 34, 29, 179, 46, 18, 2]"] ;
1020 -> 1028 ;
1029 [label="gini = 0.706\nsamples = 122\nvalue = [4, 12, 9, 10, 60, 20, 5, 2]"] ;
1028 -> 1029 ;
1030 [label="X[0] <= 5.065\ngini = 0.702\nsamples = 236\nvalue = [20, 14, 25, 19, 119, 26, 13, 0]"] ;
1028 -> 1030 ;
1031 [label="gini = 0.699\nsamples = 108\nvalue = [8, 7, 10, 8, 55, 12, 8, 0]"] ;
1030 -> 1031 ;
1032 [label="gini = 0.704\nsamples = 128\nvalue = [12, 7, 15, 11, 64, 14, 5, 0]"] ;
1030 -> 1032 ;
1033 [label="X[0] <= 5.095\ngini = 0.707\nsamples = 1380\nvalue = [72, 118, 165, 100, 684, 178, 54, 9]"] ;
995 -> 1033 ;
1034 [label="X[0] <= 5.085\ngini = 0.745\nsamples = 214\nvalue = [11, 17, 28, 16, 94, 36, 10, 2]"] ;
1033 -> 1034 ;
1035 [label="gini = 0.74\nsamples = 120\nvalue = [6, 12, 16, 9, 54, 17, 5, 1]"] ;
1034 -> 1035 ;
1036 [label="gini = 0.748\nsamples = 94\nvalue = [5, 5, 12, 7, 40, 19, 5, 1]"] ;
1034 -> 1036 ;
1037 [label="gini = 0.698\nsamples = 1166\nvalue = [61, 101, 137, 84, 590, 142, 44, 7]"] ;
1033 -> 1037 ;
1038 [label="X[0] <= 5.115\ngini = 0.664\nsamples = 235\nvalue = [18, 21, 17, 13, 129, 23, 13, 1]"] ;
994 -> 1038 ;
1039 [label="gini = 0.593\nsamples = 105\nvalue = [8, 7, 6, 6, 65, 8, 4, 1]"] ;
1038 -> 1039 ;
1040 [label="gini = 0.712\nsamples = 130\nvalue = [10, 14, 11, 7, 64, 15, 9, 0]"] ;
1038 -> 1040 ;
1041 [label="X[0] <= 5.135\ngini = 0.725\nsamples = 321\nvalue = [26, 20, 32, 30, 153, 41, 17, 2]"] ;
993 -> 1041 ;
1042 [label="gini = 0.744\nsamples = 107\nvalue = [9, 6, 15, 10, 48, 11, 8, 0]"] ;
1041 -> 1042 ;
1043 [label="X[0] <= 5.145\ngini = 0.712\nsamples = 214\nvalue = [17, 14, 17, 20, 105, 30, 9, 2]"] ;
1041 -> 1043 ;
1044 [label="gini = 0.682\nsamples = 105\nvalue = [5, 5, 8, 12, 55, 14, 5, 1]"] ;
1043 -> 1044 ;
1045 [label="gini = 0.735\nsamples = 109\nvalue = [12, 9, 9, 8, 50, 16, 4, 1]"] ;
1043 -> 1045 ;
1046 [label="X[0] <= 5.165\ngini = 0.645\nsamples = 459\nvalue = [30, 33, 35, 24, 259, 61, 16, 1]"] ;
950 -> 1046 ;
1047 [label="gini = 0.652\nsamples = 92\nvalue = [6, 7, 8, 2, 50, 17, 2, 0]"] ;
1046 -> 1047 ;
1048 [label="X[0] <= 5.185\ngini = 0.642\nsamples = 367\nvalue = [24, 26, 27, 22, 209, 44, 14, 1]"] ;
1046 -> 1048 ;
1049 [label="X[0] <= 5.175\ngini = 0.638\nsamples = 243\nvalue = [18, 16, 20, 12, 139, 29, 8, 1]"] ;
1048 -> 1049 ;
1050 [label="gini = 0.642\nsamples = 123\nvalue = [9, 7, 11, 7, 70, 14, 5, 0]"] ;
1049 -> 1050 ;
1051 [label="gini = 0.634\nsamples = 120\nvalue = [9, 9, 9, 5, 69, 15, 3, 1]"] ;
1049 -> 1051 ;
1052 [label="gini = 0.646\nsamples = 124\nvalue = [6, 10, 7, 10, 70, 15, 6, 0]"] ;
1048 -> 1052 ;
1053 [label="X[0] <= 5.205\ngini = 0.714\nsamples = 3179\nvalue = [224, 281, 368, 242, 1553, 379, 117, 15]"] ;
949 -> 1053 ;
1054 [label="gini = 0.731\nsamples = 1090\nvalue = [72, 108, 138, 80, 508, 131, 44, 9]"] ;
1053 -> 1054 ;
1055 [label="X[0] <= 5.235\ngini = 0.704\nsamples = 2089\nvalue = [152, 173, 230, 162, 1045, 248, 73, 6]"] ;
1053 -> 1055 ;
1056 [label="X[0] <= 5.215\ngini = 0.636\nsamples = 311\nvalue = [18, 31, 24, 19, 179, 29, 11, 0]"] ;
1055 -> 1056 ;
1057 [label="gini = 0.654\nsamples = 112\nvalue = [8, 12, 10, 6, 62, 12, 2, 0]"] ;
1056 -> 1057 ;
1058 [label="X[0] <= 5.225\ngini = 0.624\nsamples = 199\nvalue = [10, 19, 14, 13, 117, 17, 9, 0]"] ;
1056 -> 1058 ;
1059 [label="gini = 0.605\nsamples = 99\nvalue = [5, 9, 5, 8, 60, 7, 5, 0]"] ;
1058 -> 1059 ;
1060 [label="gini = 0.64\nsamples = 100\nvalue = [5, 10, 9, 5, 57, 10, 4, 0]"] ;
1058 -> 1060 ;
1061 [label="X[0] <= 5.265\ngini = 0.714\nsamples = 1778\nvalue = [134, 142, 206, 143, 866, 219, 62, 6]"] ;
1055 -> 1061 ;
1062 [label="X[0] <= 5.255\ngini = 0.722\nsamples = 317\nvalue = [27, 23, 22, 26, 150, 53, 15, 1]"] ;
1061 -> 1062 ;
1063 [label="X[0] <= 5.245\ngini = 0.722\nsamples = 211\nvalue = [20, 10, 17, 20, 100, 33, 10, 1]"] ;
1062 -> 1063 ;
1064 [label="gini = 0.711\nsamples = 104\nvalue = [9, 2, 9, 11, 50, 18, 4, 1]"] ;
1063 -> 1064 ;
1065 [label="gini = 0.73\nsamples = 107\nvalue = [11, 8, 8, 9, 50, 15, 6, 0]"] ;
1063 -> 1065 ;
1066 [label="gini = 0.715\nsamples = 106\nvalue = [7, 13, 5, 6, 50, 20, 5, 0]"] ;
1062 -> 1066 ;
1067 [label="X[0] <= 5.285\ngini = 0.712\nsamples = 1461\nvalue = [107, 119, 184, 117, 716, 166, 47, 5]"] ;
1061 -> 1067 ;
1068 [label="X[0] <= 5.275\ngini = 0.715\nsamples = 218\nvalue = [23, 10, 33, 13, 104, 28, 6, 1]"] ;
1067 -> 1068 ;
1069 [label="gini = 0.719\nsamples = 114\nvalue = [10, 4, 21, 7, 53, 15, 3, 1]"] ;
1068 -> 1069 ;
1070 [label="gini = 0.707\nsamples = 104\nvalue = [13, 6, 12, 6, 51, 13, 3, 0]"] ;
1068 -> 1070 ;
1071 [label="X[0] <= 5.295\ngini = 0.71\nsamples = 1243\nvalue = [84, 109, 151, 104, 612, 138, 41, 4]"] ;
1067 -> 1071 ;
1072 [label="gini = 0.71\nsamples = 121\nvalue = [9, 11, 11, 8, 59, 19, 3, 1]"] ;
1071 -> 1072 ;
1073 [label="gini = 0.71\nsamples = 1122\nvalue = [75, 98, 140, 96, 553, 119, 38, 3]"] ;
1071 -> 1073 ;
1074 [label="X[0] <= 5.315\ngini = 0.694\nsamples = 218\nvalue = [7, 20, 37, 11, 108, 30, 5, 0]"] ;
948 -> 1074 ;
1075 [label="gini = 0.719\nsamples = 111\nvalue = [5, 11, 22, 5, 51, 14, 3, 0]"] ;
1074 -> 1075 ;
1076 [label="gini = 0.663\nsamples = 107\nvalue = [2, 9, 15, 6, 57, 16, 2, 0]"] ;
1074 -> 1076 ;
1077 [label="X[0] <= 5.385\ngini = 0.699\nsamples = 9101\nvalue = [663, 732, 948, 607, 4616, 1129, 380, 26]"] ;
947 -> 1077 ;
1078 [label="X[0] <= 5.365\ngini = 0.665\nsamples = 707\nvalue = [57, 43, 70, 42, 386, 74, 32, 3]"] ;
1077 -> 1078 ;
1079 [label="X[0] <= 5.355\ngini = 0.655\nsamples = 465\nvalue = [36, 29, 42, 27, 259, 48, 22, 2]"] ;
1078 -> 1079 ;
1080 [label="X[0] <= 5.345\ngini = 0.662\nsamples = 344\nvalue = [27, 26, 33, 17, 189, 34, 17, 1]"] ;
1079 -> 1080 ;
1081 [label="X[0] <= 5.335\ngini = 0.663\nsamples = 234\nvalue = [16, 19, 24, 14, 128, 24, 9, 0]"] ;
1080 -> 1081 ;
1082 [label="gini = 0.676\nsamples = 122\nvalue = [10, 9, 13, 6, 65, 13, 6, 0]"] ;
1081 -> 1082 ;
1083 [label="gini = 0.648\nsamples = 112\nvalue = [6, 10, 11, 8, 63, 11, 3, 0]"] ;
1081 -> 1083 ;
1084 [label="gini = 0.657\nsamples = 110\nvalue = [11, 7, 9, 3, 61, 10, 8, 1]"] ;
1080 -> 1084 ;
1085 [label="gini = 0.632\nsamples = 121\nvalue = [9, 3, 9, 10, 70, 14, 5, 1]"] ;
1079 -> 1085 ;
1086 [label="X[0] <= 5.375\ngini = 0.683\nsamples = 242\nvalue = [21, 14, 28, 15, 127, 26, 10, 1]"] ;
1078 -> 1086 ;
1087 [label="gini = 0.682\nsamples = 122\nvalue = [11, 8, 15, 7, 64, 13, 4, 0]"] ;
1086 -> 1087 ;
1088 [label="gini = 0.684\nsamples = 120\nvalue = [10, 6, 13, 8, 63, 13, 6, 1]"] ;
1086 -> 1088 ;
1089 [label="X[0] <= 5.415\ngini = 0.701\nsamples = 8394\nvalue = [606, 689, 878, 565, 4230, 1055, 348, 23]"] ;
1077 -> 1089 ;
1090 [label="X[0] <= 5.395\ngini = 0.731\nsamples = 1257\nvalue = [123, 94, 144, 88, 588, 153, 63, 4]"] ;
1089 -> 1090 ;
1091 [label="gini = 0.682\nsamples = 94\nvalue = [10, 6, 8, 3, 48, 17, 2, 0]"] ;
1090 -> 1091 ;
1092 [label="X[0] <= 5.405\ngini = 0.734\nsamples = 1163\nvalue = [113, 88, 136, 85, 540, 136, 61, 4]"] ;
1090 -> 1092 ;
1093 [label="gini = 0.734\nsamples = 1054\nvalue = [103, 85, 118, 78, 490, 122, 55, 3]"] ;
1092 -> 1093 ;
1094 [label="gini = 0.729\nsamples = 109\nvalue = [10, 3, 18, 7, 50, 14, 6, 1]"] ;
1092 -> 1094 ;
1095 [label="X[0] <= 5.795\ngini = 0.695\nsamples = 7137\nvalue = [483, 595, 734, 477, 3642, 902, 285, 19]"] ;
1089 -> 1095 ;
1096 [label="X[0] <= 5.765\ngini = 0.692\nsamples = 6249\nvalue = [438, 513, 639, 408, 3211, 784, 238, 18]"] ;
1095 -> 1096 ;
1097 [label="X[0] <= 5.445\ngini = 0.695\nsamples = 5947\nvalue = [420, 504, 610, 385, 3037, 748, 225, 18]"] ;
1096 -> 1097 ;
1098 [label="X[0] <= 5.435\ngini = 0.656\nsamples = 336\nvalue = [24, 16, 34, 17, 185, 46, 14, 0]"] ;
1097 -> 1098 ;
1099 [label="X[0] <= 5.425\ngini = 0.663\nsamples = 232\nvalue = [18, 11, 22, 14, 125, 37, 5, 0]"] ;
1098 -> 1099 ;
1100 [label="gini = 0.65\nsamples = 116\nvalue = [6, 7, 13, 5, 64, 18, 3, 0]"] ;
1099 -> 1100 ;
1101 [label="gini = 0.672\nsamples = 116\nvalue = [12, 4, 9, 9, 61, 19, 2, 0]"] ;
1099 -> 1101 ;
1102 [label="gini = 0.632\nsamples = 104\nvalue = [6, 5, 12, 3, 60, 9, 9, 0]"] ;
1098 -> 1102 ;
1103 [label="X[0] <= 5.705\ngini = 0.697\nsamples = 5611\nvalue = [396, 488, 576, 368, 2852, 702, 211, 18]"] ;
1097 -> 1103 ;
1104 [label="X[0] <= 5.635\ngini = 0.698\nsamples = 5055\nvalue = [353, 447, 530, 330, 2564, 618, 196, 17]"] ;
1103 -> 1104 ;
1105 [label="X[0] <= 5.605\ngini = 0.694\nsamples = 3612\nvalue = [244, 309, 387, 224, 1848, 450, 140, 10]"] ;
1104 -> 1105 ;
1106 [label="X[0] <= 5.475\ngini = 0.697\nsamples = 3332\nvalue = [225, 294, 358, 211, 1693, 408, 134, 9]"] ;
1105 -> 1106 ;
1107 [label="X[0] <= 5.455\ngini = 0.718\nsamples = 319\nvalue = [24, 28, 31, 24, 153, 48, 10, 1]"] ;
1106 -> 1107 ;
1108 [label="gini = 0.695\nsamples = 115\nvalue = [6, 9, 9, 10, 58, 19, 4, 0]"] ;
1107 -> 1108 ;
1109 [label="X[0] <= 5.465\ngini = 0.729\nsamples = 204\nvalue = [18, 19, 22, 14, 95, 29, 6, 1]"] ;
1107 -> 1109 ;
1110 [label="gini = 0.741\nsamples = 107\nvalue = [11, 12, 11, 6, 48, 15, 4, 0]"] ;
1109 -> 1110 ;
1111 [label="gini = 0.714\nsamples = 97\nvalue = [7, 7, 11, 8, 47, 14, 2, 1]"] ;
1109 -> 1111 ;
1112 [label="X[0] <= 5.595\ngini = 0.695\nsamples = 3013\nvalue = [201, 266, 327, 187, 1540, 360, 124, 8]"] ;
1106 -> 1112 ;
1113 [label="X[0] <= 5.585\ngini = 0.69\nsamples = 2082\nvalue = [137, 178, 216, 125, 1076, 260, 87, 3]"] ;
1112 -> 1113 ;
1114 [label="X[0] <= 5.535\ngini = 0.687\nsamples = 1986\nvalue = [127, 170, 207, 122, 1032, 242, 83, 3]"] ;
1113 -> 1114 ;
1115 [label="X[0] <= 5.515\ngini = 0.697\nsamples = 1479\nvalue = [91, 130, 155, 100, 751, 186, 63, 3]"] ;
1114 -> 1115 ;
1116 [label="X[0] <= 5.505\ngini = 0.696\nsamples = 1270\nvalue = [81, 109, 139, 89, 647, 152, 50, 3]"] ;
1115 -> 1116 ;
1117 [label="X[0] <= 5.495\ngini = 0.698\nsamples = 1158\nvalue = [70, 103, 129, 83, 587, 139, 44, 3]"] ;
1116 -> 1117 ;
1118 [label="X[0] <= 5.485\ngini = 0.687\nsamples = 193\nvalue = [15, 14, 23, 8, 100, 24, 9, 0]"] ;
1117 -> 1118 ;
1119 [label="gini = 0.71\nsamples = 100\nvalue = [8, 7, 14, 5, 49, 12, 5, 0]"] ;
1118 -> 1119 ;
1120 [label="gini = 0.659\nsamples = 93\nvalue = [7, 7, 9, 3, 51, 12, 4, 0]"] ;
1118 -> 1120 ;
1121 [label="gini = 0.7\nsamples = 965\nvalue = [55, 89, 106, 75, 487, 115, 35, 3]"] ;
1117 -> 1121 ;
1122 [label="gini = 0.673\nsamples = 112\nvalue = [11, 6, 10, 6, 60, 13, 6, 0]"] ;
1116 -> 1122 ;
1123 [label="X[0] <= 5.525\ngini = 0.701\nsamples = 209\nvalue = [10, 21, 16, 11, 104, 34, 13, 0]"] ;
1115 -> 1123 ;
1124 [label="gini = 0.711\nsamples = 96\nvalue = [4, 10, 6, 6, 47, 13, 10, 0]"] ;
1123 -> 1124 ;
1125 [label="gini = 0.688\nsamples = 113\nvalue = [6, 11, 10, 5, 57, 21, 3, 0]"] ;
1123 -> 1125 ;
1126 [label="X[0] <= 5.575\ngini = 0.655\nsamples = 507\nvalue = [36, 40, 52, 22, 281, 56, 20, 0]"] ;
1114 -> 1126 ;
1127 [label="X[0] <= 5.545\ngini = 0.666\nsamples = 400\nvalue = [27, 33, 46, 17, 217, 44, 16, 0]"] ;
1126 -> 1127 ;
1128 [label="gini = 0.607\nsamples = 99\nvalue = [3, 7, 12, 4, 59, 12, 2, 0]"] ;
1127 -> 1128 ;
1129 [label="X[0] <= 5.555\ngini = 0.683\nsamples = 301\nvalue = [24, 26, 34, 13, 158, 32, 14, 0]"] ;
1127 -> 1129 ;
1130 [label="gini = 0.658\nsamples = 89\nvalue = [6, 6, 10, 3, 49, 10, 5, 0]"] ;
1129 -> 1130 ;
1131 [label="X[0] <= 5.565\ngini = 0.692\nsamples = 212\nvalue = [18, 20, 24, 10, 109, 22, 9, 0]"] ;
1129 -> 1131 ;
1132 [label="gini = 0.707\nsamples = 113\nvalue = [11, 13, 12, 6, 56, 11, 4, 0]"] ;
1131 -> 1132 ;
1133 [label="gini = 0.672\nsamples = 99\nvalue = [7, 7, 12, 4, 53, 11, 5, 0]"] ;
1131 -> 1133 ;
1134 [label="gini = 0.612\nsamples = 107\nvalue = [9, 7, 6, 5, 64, 12, 4, 0]"] ;
1126 -> 1134 ;
1135 [label="gini = 0.725\nsamples = 96\nvalue = [10, 8, 9, 3, 44, 18, 4, 0]"] ;
1113 -> 1135 ;
1136 [label="gini = 0.706\nsamples = 931\nvalue = [64, 88, 111, 62, 464, 100, 37, 5]"] ;
1112 -> 1136 ;
1137 [label="X[0] <= 5.625\ngini = 0.65\nsamples = 280\nvalue = [19, 15, 29, 13, 155, 42, 6, 1]"] ;
1105 -> 1137 ;
1138 [label="X[0] <= 5.615\ngini = 0.661\nsamples = 192\nvalue = [12, 12, 23, 9, 104, 28, 4, 0]"] ;
1137 -> 1138 ;
1139 [label="gini = 0.625\nsamples = 96\nvalue = [7, 2, 10, 4, 55, 16, 2, 0]"] ;
1138 -> 1139 ;
1140 [label="gini = 0.689\nsamples = 96\nvalue = [5, 10, 13, 5, 49, 12, 2, 0]"] ;
1138 -> 1140 ;
1141 [label="gini = 0.624\nsamples = 88\nvalue = [7, 3, 6, 4, 51, 14, 2, 1]"] ;
1137 -> 1141 ;
1142 [label="X[0] <= 5.645\ngini = 0.709\nsamples = 1443\nvalue = [109, 138, 143, 106, 716, 168, 56, 7]"] ;
1104 -> 1142 ;
1143 [label="gini = 0.767\nsamples = 94\nvalue = [12, 9, 7, 9, 39, 12, 6, 0]"] ;
1142 -> 1143 ;
1144 [label="X[0] <= 5.685\ngini = 0.704\nsamples = 1349\nvalue = [97, 129, 136, 97, 677, 156, 50, 7]"] ;
1142 -> 1144 ;
1145 [label="X[0] <= 5.675\ngini = 0.716\nsamples = 356\nvalue = [30, 31, 37, 21, 173, 47, 14, 3]"] ;
1144 -> 1145 ;
1146 [label="X[0] <= 5.665\ngini = 0.684\nsamples = 272\nvalue = [20, 23, 30, 15, 143, 28, 11, 2]"] ;
1145 -> 1146 ;
1147 [label="X[0] <= 5.655\ngini = 0.706\nsamples = 188\nvalue = [15, 18, 21, 11, 94, 19, 8, 2]"] ;
1146 -> 1147 ;
1148 [label="gini = 0.689\nsamples = 97\nvalue = [3, 10, 11, 4, 50, 12, 6, 1]"] ;
1147 -> 1148 ;
1149 [label="gini = 0.717\nsamples = 91\nvalue = [12, 8, 10, 7, 44, 7, 2, 1]"] ;
1147 -> 1149 ;
1150 [label="gini = 0.626\nsamples = 84\nvalue = [5, 5, 9, 4, 49, 9, 3, 0]"] ;
1146 -> 1150 ;
1151 [label="gini = 0.785\nsamples = 84\nvalue = [10, 8, 7, 6, 30, 19, 3, 1]"] ;
1145 -> 1151 ;
1152 [label="X[0] <= 5.695\ngini = 0.699\nsamples = 993\nvalue = [67, 98, 99, 76, 504, 109, 36, 4]"] ;
1144 -> 1152 ;
1153 [label="gini = 0.643\nsamples = 80\nvalue = [3, 7, 9, 4, 45, 10, 2, 0]"] ;
1152 -> 1153 ;
1154 [label="gini = 0.703\nsamples = 913\nvalue = [64, 91, 90, 72, 459, 99, 34, 4]"] ;
1152 -> 1154 ;
1155 [label="X[0] <= 5.715\ngini = 0.685\nsamples = 556\nvalue = [43, 41, 46, 38, 288, 84, 15, 1]"] ;
1103 -> 1155 ;
1156 [label="gini = 0.706\nsamples = 78\nvalue = [4, 5, 6, 7, 37, 17, 2, 0]"] ;
1155 -> 1156 ;
1157 [label="X[0] <= 5.745\ngini = 0.68\nsamples = 478\nvalue = [39, 36, 40, 31, 251, 67, 13, 1]"] ;
1155 -> 1157 ;
1158 [label="X[0] <= 5.725\ngini = 0.665\nsamples = 278\nvalue = [21, 18, 23, 21, 151, 36, 7, 1]"] ;
1157 -> 1158 ;
1159 [label="gini = 0.673\nsamples = 106\nvalue = [5, 10, 10, 8, 57, 11, 4, 1]"] ;
1158 -> 1159 ;
1160 [label="X[0] <= 5.735\ngini = 0.658\nsamples = 172\nvalue = [16, 8, 13, 13, 94, 25, 3, 0]"] ;
1158 -> 1160 ;
1161 [label="gini = 0.62\nsamples = 81\nvalue = [8, 2, 5, 4, 47, 13, 2, 0]"] ;
1160 -> 1161 ;
1162 [label="gini = 0.686\nsamples = 91\nvalue = [8, 6, 8, 9, 47, 12, 1, 0]"] ;
1160 -> 1162 ;
1163 [label="X[0] <= 5.755\ngini = 0.699\nsamples = 200\nvalue = [18, 18, 17, 10, 100, 31, 6, 0]"] ;
1157 -> 1163 ;
1164 [label="gini = 0.704\nsamples = 107\nvalue = [8, 11, 7, 5, 53, 17, 6, 0]"] ;
1163 -> 1164 ;
1165 [label="gini = 0.69\nsamples = 93\nvalue = [10, 7, 10, 5, 47, 14, 0, 0]"] ;
1163 -> 1165 ;
1166 [label="X[0] <= 5.785\ngini = 0.633\nsamples = 302\nvalue = [18, 9, 29, 23, 174, 36, 13, 0]"] ;
1096 -> 1166 ;
1167 [label="X[0] <= 5.775\ngini = 0.605\nsamples = 194\nvalue = [12, 4, 17, 14, 117, 21, 9, 0]"] ;
1166 -> 1167 ;
1168 [label="gini = 0.651\nsamples = 104\nvalue = [8, 2, 11, 8, 58, 11, 6, 0]"] ;
1167 -> 1168 ;
1169 [label="gini = 0.545\nsamples = 90\nvalue = [4, 2, 6, 6, 59, 10, 3, 0]"] ;
1167 -> 1169 ;
1170 [label="gini = 0.676\nsamples = 108\nvalue = [6, 5, 12, 9, 57, 15, 4, 0]"] ;
1166 -> 1170 ;
1171 [label="gini = 0.715\nsamples = 888\nvalue = [45, 82, 95, 69, 431, 118, 47, 1]"] ;
1095 -> 1171 ;
1172 [label="X[0] <= 6.275\ngini = 0.709\nsamples = 8173\nvalue = [639, 719, 770, 661, 4054, 969, 323, 38]"] ;
946 -> 1172 ;
1173 [label="X[0] <= 5.935\ngini = 0.713\nsamples = 6756\nvalue = [533, 610, 643, 563, 3314, 799, 267, 27]"] ;
1172 -> 1173 ;
1174 [label="X[0] <= 5.815\ngini = 0.7\nsamples = 1878\nvalue = [156, 149, 184, 158, 954, 196, 74, 7]"] ;
1173 -> 1174 ;
1175 [label="gini = 0.686\nsamples = 75\nvalue = [12, 8, 1, 7, 38, 8, 1, 0]"] ;
1174 -> 1175 ;
1176 [label="X[0] <= 5.835\ngini = 0.7\nsamples = 1803\nvalue = [144, 141, 183, 151, 916, 188, 73, 7]"] ;
1174 -> 1176 ;
1177 [label="X[0] <= 5.825\ngini = 0.669\nsamples = 173\nvalue = [5, 19, 18, 12, 93, 19, 6, 1]"] ;
1176 -> 1177 ;
1178 [label="gini = 0.638\nsamples = 91\nvalue = [2, 9, 8, 6, 52, 10, 3, 1]"] ;
1177 -> 1178 ;
1179 [label="gini = 0.7\nsamples = 82\nvalue = [3, 10, 10, 6, 41, 9, 3, 0]"] ;
1177 -> 1179 ;
1180 [label="X[0] <= 5.915\ngini = 0.702\nsamples = 1630\nvalue = [139, 122, 165, 139, 823, 169, 67, 6]"] ;
1176 -> 1180 ;
1181 [label="X[0] <= 5.905\ngini = 0.702\nsamples = 1458\nvalue = [126, 115, 148, 116, 737, 151, 59, 6]"] ;
1180 -> 1181 ;
1182 [label="X[0] <= 5.875\ngini = 0.704\nsamples = 1360\nvalue = [118, 106, 138, 110, 683, 145, 56, 4]"] ;
1181 -> 1182 ;
1183 [label="X[0] <= 5.865\ngini = 0.697\nsamples = 336\nvalue = [34, 25, 27, 30, 172, 32, 14, 2]"] ;
1182 -> 1183 ;
1184 [label="X[0] <= 5.855\ngini = 0.704\nsamples = 257\nvalue = [27, 16, 26, 24, 129, 23, 11, 1]"] ;
1183 -> 1184 ;
1185 [label="X[0] <= 5.845\ngini = 0.679\nsamples = 177\nvalue = [17, 10, 16, 16, 94, 16, 7, 1]"] ;
1184 -> 1185 ;
1186 [label="gini = 0.677\nsamples = 90\nvalue = [8, 4, 10, 7, 48, 8, 4, 1]"] ;
1185 -> 1186 ;
1187 [label="gini = 0.68\nsamples = 87\nvalue = [9, 6, 6, 9, 46, 8, 3, 0]"] ;
1185 -> 1187 ;
1188 [label="gini = 0.752\nsamples = 80\nvalue = [10, 6, 10, 8, 35, 7, 4, 0]"] ;
1184 -> 1188 ;
1189 [label="gini = 0.662\nsamples = 79\nvalue = [7, 9, 1, 6, 43, 9, 3, 1]"] ;
1183 -> 1189 ;
1190 [label="X[0] <= 5.885\ngini = 0.706\nsamples = 1024\nvalue = [84, 81, 111, 80, 511, 113, 42, 2]"] ;
1182 -> 1190 ;
1191 [label="gini = 0.709\nsamples = 81\nvalue = [9, 3, 13, 5, 39, 10, 1, 1]"] ;
1190 -> 1191 ;
1192 [label="X[0] <= 5.895\ngini = 0.705\nsamples = 943\nvalue = [75, 78, 98, 75, 472, 103, 41, 1]"] ;
1190 -> 1192 ;
1193 [label="gini = 0.676\nsamples = 92\nvalue = [7, 5, 8, 4, 49, 11, 8, 0]"] ;
1192 -> 1193 ;
1194 [label="gini = 0.708\nsamples = 851\nvalue = [68, 73, 90, 71, 423, 92, 33, 1]"] ;
1192 -> 1194 ;
1195 [label="gini = 0.662\nsamples = 98\nvalue = [8, 9, 10, 6, 54, 6, 3, 2]"] ;
1181 -> 1195 ;
1196 [label="X[0] <= 5.925\ngini = 0.702\nsamples = 172\nvalue = [13, 7, 17, 23, 86, 18, 8, 0]"] ;
1180 -> 1196 ;
1197 [label="gini = 0.715\nsamples = 99\nvalue = [6, 3, 9, 17, 47, 12, 5, 0]"] ;
1196 -> 1197 ;
1198 [label="gini = 0.675\nsamples = 73\nvalue = [7, 4, 8, 6, 39, 6, 3, 0]"] ;
1196 -> 1198 ;
1199 [label="X[0] <= 5.995\ngini = 0.718\nsamples = 4878\nvalue = [377, 461, 459, 405, 2360, 603, 193, 20]"] ;
1173 -> 1199 ;
1200 [label="X[0] <= 5.945\ngini = 0.745\nsamples = 542\nvalue = [47, 52, 56, 46, 243, 70, 27, 1]"] ;
1199 -> 1200 ;
1201 [label="gini = 0.707\nsamples = 89\nvalue = [5, 8, 7, 11, 44, 11, 2, 1]"] ;
1200 -> 1201 ;
1202 [label="X[0] <= 5.975\ngini = 0.751\nsamples = 453\nvalue = [42, 44, 49, 35, 199, 59, 25, 0]"] ;
1200 -> 1202 ;
1203 [label="X[0] <= 5.955\ngini = 0.751\nsamples = 285\nvalue = [31, 24, 31, 24, 125, 37, 13, 0]"] ;
1202 -> 1203 ;
1204 [label="gini = 0.729\nsamples = 103\nvalue = [9, 7, 12, 7, 48, 15, 5, 0]"] ;
1203 -> 1204 ;
1205 [label="X[0] <= 5.965\ngini = 0.762\nsamples = 182\nvalue = [22, 17, 19, 17, 77, 22, 8, 0]"] ;
1203 -> 1205 ;
1206 [label="gini = 0.771\nsamples = 88\nvalue = [9, 11, 9, 9, 36, 10, 4, 0]"] ;
1205 -> 1206 ;
1207 [label="gini = 0.75\nsamples = 94\nvalue = [13, 6, 10, 8, 41, 12, 4, 0]"] ;
1205 -> 1207 ;
1208 [label="X[0] <= 5.985\ngini = 0.75\nsamples = 168\nvalue = [11, 20, 18, 11, 74, 22, 12, 0]"] ;
1202 -> 1208 ;
1209 [label="gini = 0.73\nsamples = 74\nvalue = [2, 8, 9, 5, 34, 11, 5, 0]"] ;
1208 -> 1209 ;
1210 [label="gini = 0.761\nsamples = 94\nvalue = [9, 12, 9, 6, 40, 11, 7, 0]"] ;
1208 -> 1210 ;
1211 [label="X[0] <= 6.025\ngini = 0.715\nsamples = 4336\nvalue = [330, 409, 403, 359, 2117, 533, 166, 19]"] ;
1199 -> 1211 ;
1212 [label="X[0] <= 6.005\ngini = 0.713\nsamples = 989\nvalue = [76, 89, 98, 102, 485, 103, 34, 2]"] ;
1211 -> 1212 ;
1213 [label="gini = 0.714\nsamples = 830\nvalue = [57, 75, 89, 83, 405, 90, 30, 1]"] ;
1212 -> 1213 ;
1214 [label="X[0] <= 6.015\ngini = 0.7\nsamples = 159\nvalue = [19, 14, 9, 19, 80, 13, 4, 1]"] ;
1212 -> 1214 ;
1215 [label="gini = 0.685\nsamples = 77\nvalue = [7, 9, 4, 9, 40, 6, 2, 0]"] ;
1214 -> 1215 ;
1216 [label="gini = 0.71\nsamples = 82\nvalue = [12, 5, 5, 10, 40, 7, 2, 1]"] ;
1214 -> 1216 ;
1217 [label="X[0] <= 6.035\ngini = 0.715\nsamples = 3347\nvalue = [254, 320, 305, 257, 1632, 430, 132, 17]"] ;
1211 -> 1217 ;
1218 [label="gini = 0.622\nsamples = 81\nvalue = [7, 3, 3, 4, 47, 13, 4, 0]"] ;
1217 -> 1218 ;
1219 [label="X[0] <= 6.095\ngini = 0.717\nsamples = 3266\nvalue = [247, 317, 302, 253, 1585, 417, 128, 17]"] ;
1217 -> 1219 ;
1220 [label="X[0] <= 6.075\ngini = 0.74\nsamples = 530\nvalue = [37, 52, 54, 40, 240, 79, 25, 3]"] ;
1219 -> 1220 ;
1221 [label="X[0] <= 6.055\ngini = 0.722\nsamples = 360\nvalue = [29, 30, 37, 29, 172, 48, 13, 2]"] ;
1220 -> 1221 ;
1222 [label="X[0] <= 6.045\ngini = 0.713\nsamples = 196\nvalue = [10, 17, 25, 15, 95, 27, 7, 0]"] ;
1221 -> 1222 ;
1223 [label="gini = 0.718\nsamples = 101\nvalue = [4, 10, 11, 10, 48, 15, 3, 0]"] ;
1222 -> 1223 ;
1224 [label="gini = 0.704\nsamples = 95\nvalue = [6, 7, 14, 5, 47, 12, 4, 0]"] ;
1222 -> 1224 ;
1225 [label="X[0] <= 6.065\ngini = 0.729\nsamples = 164\nvalue = [19, 13, 12, 14, 77, 21, 6, 2]"] ;
1221 -> 1225 ;
1226 [label="gini = 0.74\nsamples = 81\nvalue = [8, 6, 6, 11, 37, 8, 3, 2]"] ;
1225 -> 1226 ;
1227 [label="gini = 0.711\nsamples = 83\nvalue = [11, 7, 6, 3, 40, 13, 3, 0]"] ;
1225 -> 1227 ;
1228 [label="X[0] <= 6.085\ngini = 0.769\nsamples = 170\nvalue = [8, 22, 17, 11, 68, 31, 12, 1]"] ;
1220 -> 1228 ;
1229 [label="gini = 0.798\nsamples = 80\nvalue = [5, 10, 10, 7, 28, 14, 6, 0]"] ;
1228 -> 1229 ;
1230 [label="gini = 0.735\nsamples = 90\nvalue = [3, 12, 7, 4, 40, 17, 6, 1]"] ;
1228 -> 1230 ;
1231 [label="X[0] <= 6.265\ngini = 0.712\nsamples = 2736\nvalue = [210, 265, 248, 213, 1345, 338, 103, 14]"] ;
1219 -> 1231 ;
1232 [label="X[0] <= 6.195\ngini = 0.71\nsamples = 2653\nvalue = [200, 257, 239, 206, 1311, 327, 100, 13]"] ;
1231 -> 1232 ;
1233 [label="X[0] <= 6.175\ngini = 0.705\nsamples = 1512\nvalue = [122, 149, 129, 109, 756, 185, 57, 5]"] ;
1232 -> 1233 ;
1234 [label="X[0] <= 6.135\ngini = 0.711\nsamples = 1348\nvalue = [107, 133, 115, 99, 664, 172, 53, 5]"] ;
1233 -> 1234 ;
1235 [label="X[0] <= 6.105\ngini = 0.707\nsamples = 1023\nvalue = [76, 100, 96, 81, 510, 115, 40, 5]"] ;
1234 -> 1235 ;
1236 [label="gini = 0.711\nsamples = 813\nvalue = [56, 82, 79, 68, 401, 91, 32, 4]"] ;
1235 -> 1236 ;
1237 [label="X[0] <= 6.125\ngini = 0.689\nsamples = 210\nvalue = [20, 18, 17, 13, 109, 24, 8, 1]"] ;
1235 -> 1237 ;
1238 [label="X[0] <= 6.115\ngini = 0.683\nsamples = 133\nvalue = [15, 10, 10, 8, 70, 14, 5, 1]"] ;
1237 -> 1238 ;
1239 [label="gini = 0.691\nsamples = 74\nvalue = [9, 6, 5, 6, 38, 8, 2, 0]"] ;
1238 -> 1239 ;
1240 [label="gini = 0.669\nsamples = 59\nvalue = [6, 4, 5, 2, 32, 6, 3, 1]"] ;
1238 -> 1240 ;
1241 [label="gini = 0.698\nsamples = 77\nvalue = [5, 8, 7, 5, 39, 10, 3, 0]"] ;
1237 -> 1241 ;
1242 [label="X[0] <= 6.165\ngini = 0.717\nsamples = 325\nvalue = [31, 33, 19, 18, 154, 57, 13, 0]"] ;
1234 -> 1242 ;
1243 [label="X[0] <= 6.145\ngini = 0.724\nsamples = 245\nvalue = [21, 27, 15, 16, 115, 39, 12, 0]"] ;
1242 -> 1243 ;
1244 [label="gini = 0.74\nsamples = 81\nvalue = [10, 10, 2, 7, 35, 15, 2, 0]"] ;
1243 -> 1244 ;
1245 [label="X[0] <= 6.155\ngini = 0.712\nsamples = 164\nvalue = [11, 17, 13, 9, 80, 24, 10, 0]"] ;
1243 -> 1245 ;
1246 [label="gini = 0.697\nsamples = 81\nvalue = [6, 8, 4, 5, 41, 12, 5, 0]"] ;
1245 -> 1246 ;
1247 [label="gini = 0.725\nsamples = 83\nvalue = [5, 9, 9, 4, 39, 12, 5, 0]"] ;
1245 -> 1247 ;
1248 [label="gini = 0.687\nsamples = 80\nvalue = [10, 6, 4, 2, 39, 18, 1, 0]"] ;
1242 -> 1248 ;
1249 [label="X[0] <= 6.185\ngini = 0.65\nsamples = 164\nvalue = [15, 16, 14, 10, 92, 13, 4, 0]"] ;
1233 -> 1249 ;
1250 [label="gini = 0.669\nsamples = 74\nvalue = [7, 8, 6, 4, 40, 6, 3, 0]"] ;
1249 -> 1250 ;
1251 [label="gini = 0.632\nsamples = 90\nvalue = [8, 8, 8, 6, 52, 7, 1, 0]"] ;
1249 -> 1251 ;
1252 [label="X[0] <= 6.255\ngini = 0.716\nsamples = 1141\nvalue = [78, 108, 110, 97, 555, 142, 43, 8]"] ;
1232 -> 1252 ;
1253 [label="X[0] <= 6.245\ngini = 0.718\nsamples = 1077\nvalue = [74, 104, 105, 94, 521, 132, 39, 8]"] ;
1252 -> 1253 ;
1254 [label="X[0] <= 6.235\ngini = 0.717\nsamples = 1008\nvalue = [66, 100, 99, 85, 490, 123, 37, 8]"] ;
1253 -> 1254 ;
1255 [label="X[0] <= 6.225\ngini = 0.714\nsamples = 920\nvalue = [60, 87, 90, 80, 450, 111, 34, 8]"] ;
1254 -> 1255 ;
1256 [label="X[0] <= 6.215\ngini = 0.718\nsamples = 834\nvalue = [54, 84, 85, 70, 404, 100, 31, 6]"] ;
1255 -> 1256 ;
1257 [label="X[0] <= 6.205\ngini = 0.717\nsamples = 746\nvalue = [46, 73, 78, 64, 362, 90, 27, 6]"] ;
1256 -> 1257 ;
1258 [label="gini = 0.716\nsamples = 687\nvalue = [44, 69, 70, 56, 335, 81, 26, 6]"] ;
1257 -> 1258 ;
1259 [label="gini = 0.725\nsamples = 59\nvalue = [2, 4, 8, 8, 27, 9, 1, 0]"] ;
1257 -> 1259 ;
1260 [label="gini = 0.722\nsamples = 88\nvalue = [8, 11, 7, 6, 42, 10, 4, 0]"] ;
1256 -> 1260 ;
1261 [label="gini = 0.673\nsamples = 86\nvalue = [6, 3, 5, 10, 46, 11, 3, 2]"] ;
1255 -> 1261 ;
1262 [label="gini = 0.733\nsamples = 88\nvalue = [6, 13, 9, 5, 40, 12, 3, 0]"] ;
1254 -> 1262 ;
1263 [label="gini = 0.739\nsamples = 69\nvalue = [8, 4, 6, 9, 31, 9, 2, 0]"] ;
1253 -> 1263 ;
1264 [label="gini = 0.673\nsamples = 64\nvalue = [4, 4, 5, 3, 34, 10, 4, 0]"] ;
1252 -> 1264 ;
1265 [label="gini = 0.771\nsamples = 83\nvalue = [10, 8, 9, 7, 34, 11, 3, 1]"] ;
1231 -> 1265 ;
1266 [label="X[0] <= 6.375\ngini = 0.687\nsamples = 1417\nvalue = [106, 109, 127, 98, 740, 170, 56, 11]"] ;
1172 -> 1266 ;
1267 [label="X[0] <= 6.365\ngini = 0.686\nsamples = 1276\nvalue = [93, 96, 121, 88, 668, 152, 49, 9]"] ;
1266 -> 1267 ;
1268 [label="X[0] <= 6.305\ngini = 0.688\nsamples = 1206\nvalue = [90, 92, 114, 82, 628, 147, 46, 7]"] ;
1267 -> 1268 ;
1269 [label="X[0] <= 6.295\ngini = 0.681\nsamples = 829\nvalue = [56, 61, 72, 60, 438, 104, 34, 4]"] ;
1268 -> 1269 ;
1270 [label="X[0] <= 6.285\ngini = 0.653\nsamples = 151\nvalue = [10, 8, 13, 9, 84, 20, 7, 0]"] ;
1269 -> 1270 ;
1271 [label="gini = 0.635\nsamples = 75\nvalue = [5, 4, 6, 4, 43, 10, 3, 0]"] ;
1270 -> 1271 ;
1272 [label="gini = 0.669\nsamples = 76\nvalue = [5, 4, 7, 5, 41, 10, 4, 0]"] ;
1270 -> 1272 ;
1273 [label="gini = 0.686\nsamples = 678\nvalue = [46, 53, 59, 51, 354, 84, 27, 4]"] ;
1269 -> 1273 ;
1274 [label="X[0] <= 6.325\ngini = 0.701\nsamples = 377\nvalue = [34, 31, 42, 22, 190, 43, 12, 3]"] ;
1268 -> 1274 ;
1275 [label="X[0] <= 6.315\ngini = 0.706\nsamples = 130\nvalue = [14, 12, 15, 7, 65, 9, 7, 1]"] ;
1274 -> 1275 ;
1276 [label="gini = 0.702\nsamples = 75\nvalue = [8, 7, 8, 5, 38, 4, 4, 1]"] ;
1275 -> 1276 ;
1277 [label="gini = 0.71\nsamples = 55\nvalue = [6, 5, 7, 2, 27, 5, 3, 0]"] ;
1275 -> 1277 ;
1278 [label="X[0] <= 6.335\ngini = 0.696\nsamples = 247\nvalue = [20, 19, 27, 15, 125, 34, 5, 2]"] ;
1274 -> 1278 ;
1279 [label="gini = 0.721\nsamples = 64\nvalue = [8, 6, 5, 4, 30, 10, 1, 0]"] ;
1278 -> 1279 ;
1280 [label="X[0] <= 6.355\ngini = 0.685\nsamples = 183\nvalue = [12, 13, 22, 11, 95, 24, 4, 2]"] ;
1278 -> 1280 ;
1281 [label="X[0] <= 6.345\ngini = 0.691\nsamples = 122\nvalue = [9, 7, 14, 10, 63, 14, 3, 2]"] ;
1280 -> 1281 ;
1282 [label="gini = 0.713\nsamples = 60\nvalue = [3, 5, 7, 5, 29, 9, 1, 1]"] ;
1281 -> 1282 ;
1283 [label="gini = 0.662\nsamples = 62\nvalue = [6, 2, 7, 5, 34, 5, 2, 1]"] ;
1281 -> 1283 ;
1284 [label="gini = 0.668\nsamples = 61\nvalue = [3, 6, 8, 1, 32, 10, 1, 0]"] ;
1280 -> 1284 ;
1285 [label="gini = 0.643\nsamples = 70\nvalue = [3, 4, 7, 6, 40, 5, 3, 2]"] ;
1267 -> 1285 ;
1286 [label="X[0] <= 6.385\ngini = 0.696\nsamples = 141\nvalue = [13, 13, 6, 10, 72, 18, 7, 2]"] ;
1266 -> 1286 ;
1287 [label="gini = 0.715\nsamples = 74\nvalue = [7, 6, 2, 6, 36, 10, 6, 1]"] ;
1286 -> 1287 ;
1288 [label="gini = 0.671\nsamples = 67\nvalue = [6, 7, 4, 4, 36, 8, 1, 1]"] ;
1286 -> 1288 ;
1289 [label="X[0] <= 7.695\ngini = 0.731\nsamples = 13498\nvalue = [975, 1332, 1476, 1271, 6308, 1541, 515, 80]"] ;
945 -> 1289 ;
1290 [label="X[0] <= 7.625\ngini = 0.729\nsamples = 12396\nvalue = [882, 1230, 1343, 1159, 5834, 1399, 471, 78]"] ;
1289 -> 1290 ;
1291 [label="X[0] <= 7.095\ngini = 0.729\nsamples = 12144\nvalue = [864, 1215, 1319, 1142, 5707, 1362, 458, 77]"] ;
1290 -> 1291 ;
1292 [label="X[0] <= 7.015\ngini = 0.726\nsamples = 7782\nvalue = [562, 800, 828, 688, 3687, 878, 290, 49]"] ;
1291 -> 1292 ;
1293 [label="X[0] <= 6.405\ngini = 0.729\nsamples = 7381\nvalue = [529, 773, 792, 659, 3471, 840, 272, 45]"] ;
1292 -> 1293 ;
1294 [label="gini = 0.749\nsamples = 670\nvalue = [46, 77, 79, 74, 296, 68, 24, 6]"] ;
1293 -> 1294 ;
1295 [label="X[0] <= 6.595\ngini = 0.727\nsamples = 6711\nvalue = [483, 696, 713, 585, 3175, 772, 248, 39]"] ;
1293 -> 1295 ;
1296 [label="X[0] <= 6.505\ngini = 0.716\nsamples = 1834\nvalue = [126, 157, 201, 167, 896, 199, 72, 16]"] ;
1295 -> 1296 ;
1297 [label="X[0] <= 6.475\ngini = 0.729\nsamples = 1221\nvalue = [79, 124, 129, 104, 576, 141, 52, 16]"] ;
1296 -> 1297 ;
1298 [label="X[0] <= 6.455\ngini = 0.707\nsamples = 455\nvalue = [26, 47, 45, 29, 226, 59, 18, 5]"] ;
1297 -> 1298 ;
1299 [label="X[0] <= 6.425\ngini = 0.708\nsamples = 330\nvalue = [20, 28, 37, 23, 163, 45, 10, 4]"] ;
1298 -> 1299 ;
1300 [label="X[0] <= 6.415\ngini = 0.73\nsamples = 148\nvalue = [11, 10, 16, 8, 69, 23, 9, 2]"] ;
1299 -> 1300 ;
1301 [label="gini = 0.725\nsamples = 66\nvalue = [6, 5, 10, 3, 31, 8, 2, 1]"] ;
1300 -> 1301 ;
1302 [label="gini = 0.728\nsamples = 82\nvalue = [5, 5, 6, 5, 38, 15, 7, 1]"] ;
1300 -> 1302 ;
1303 [label="X[0] <= 6.435\ngini = 0.686\nsamples = 182\nvalue = [9, 18, 21, 15, 94, 22, 1, 2]"] ;
1299 -> 1303 ;
1304 [label="gini = 0.727\nsamples = 63\nvalue = [4, 10, 8, 6, 29, 5, 0, 1]"] ;
1303 -> 1304 ;
1305 [label="X[0] <= 6.445\ngini = 0.657\nsamples = 119\nvalue = [5, 8, 13, 9, 65, 17, 1, 1]"] ;
1303 -> 1305 ;
1306 [label="gini = 0.652\nsamples = 53\nvalue = [2, 3, 5, 4, 29, 9, 0, 1]"] ;
1305 -> 1306 ;
1307 [label="gini = 0.659\nsamples = 66\nvalue = [3, 5, 8, 5, 36, 8, 1, 0]"] ;
1305 -> 1307 ;
1308 [label="X[0] <= 6.465\ngini = 0.697\nsamples = 125\nvalue = [6, 19, 8, 6, 63, 14, 8, 1]"] ;
1298 -> 1308 ;
1309 [label="gini = 0.723\nsamples = 60\nvalue = [2, 10, 3, 3, 28, 8, 5, 1]"] ;
1308 -> 1309 ;
1310 [label="gini = 0.668\nsamples = 65\nvalue = [4, 9, 5, 3, 35, 6, 3, 0]"] ;
1308 -> 1310 ;
1311 [label="X[0] <= 6.485\ngini = 0.741\nsamples = 766\nvalue = [53, 77, 84, 75, 350, 82, 34, 11]"] ;
1297 -> 1311 ;
1312 [label="gini = 0.803\nsamples = 66\nvalue = [9, 8, 5, 10, 23, 7, 3, 1]"] ;
1311 -> 1312 ;
1313 [label="X[0] <= 6.495\ngini = 0.733\nsamples = 700\nvalue = [44, 69, 79, 65, 327, 75, 31, 10]"] ;
1311 -> 1313 ;
1314 [label="gini = 0.705\nsamples = 78\nvalue = [5, 7, 9, 8, 39, 7, 2, 1]"] ;
1313 -> 1314 ;
1315 [label="gini = 0.736\nsamples = 622\nvalue = [39, 62, 70, 57, 288, 68, 29, 9]"] ;
1313 -> 1315 ;
1316 [label="X[0] <= 6.585\ngini = 0.684\nsamples = 613\nvalue = [47, 33, 72, 63, 320, 58, 20, 0]"] ;
1296 -> 1316 ;
1317 [label="X[0] <= 6.555\ngini = 0.695\nsamples = 528\nvalue = [42, 29, 62, 58, 269, 50, 18, 0]"] ;
1316 -> 1317 ;
1318 [label="X[0] <= 6.535\ngini = 0.676\nsamples = 322\nvalue = [26, 16, 38, 34, 171, 28, 9, 0]"] ;
1317 -> 1318 ;
1319 [label="X[0] <= 6.525\ngini = 0.704\nsamples = 200\nvalue = [16, 12, 29, 20, 99, 20, 4, 0]"] ;
1318 -> 1319 ;
1320 [label="X[0] <= 6.515\ngini = 0.716\nsamples = 125\nvalue = [11, 8, 16, 15, 60, 13, 2, 0]"] ;
1319 -> 1320 ;
1321 [label="gini = 0.734\nsamples = 62\nvalue = [5, 3, 10, 8, 28, 6, 2, 0]"] ;
1320 -> 1321 ;
1322 [label="gini = 0.693\nsamples = 63\nvalue = [6, 5, 6, 7, 32, 7, 0, 0]"] ;
1320 -> 1322 ;
1323 [label="gini = 0.678\nsamples = 75\nvalue = [5, 4, 13, 5, 39, 7, 2, 0]"] ;
1319 -> 1323 ;
1324 [label="X[0] <= 6.545\ngini = 0.619\nsamples = 122\nvalue = [10, 4, 9, 14, 72, 8, 5, 0]"] ;
1318 -> 1324 ;
1325 [label="gini = 0.589\nsamples = 68\nvalue = [3, 2, 6, 8, 42, 4, 3, 0]"] ;
1324 -> 1325 ;
1326 [label="gini = 0.651\nsamples = 54\nvalue = [7, 2, 3, 6, 30, 4, 2, 0]"] ;
1324 -> 1326 ;
1327 [label="X[0] <= 6.565\ngini = 0.723\nsamples = 206\nvalue = [16, 13, 24, 24, 98, 22, 9, 0]"] ;
1317 -> 1327 ;
1328 [label="gini = 0.743\nsamples = 75\nvalue = [4, 6, 7, 12, 33, 10, 3, 0]"] ;
1327 -> 1328 ;
1329 [label="X[0] <= 6.575\ngini = 0.707\nsamples = 131\nvalue = [12, 7, 17, 12, 65, 12, 6, 0]"] ;
1327 -> 1329 ;
1330 [label="gini = 0.707\nsamples = 68\nvalue = [8, 4, 11, 1, 33, 7, 4, 0]"] ;
1329 -> 1330 ;
1331 [label="gini = 0.689\nsamples = 63\nvalue = [4, 3, 6, 11, 32, 5, 2, 0]"] ;
1329 -> 1331 ;
1332 [label="gini = 0.608\nsamples = 85\nvalue = [5, 4, 10, 5, 51, 8, 2, 0]"] ;
1316 -> 1332 ;
1333 [label="X[0] <= 6.875\ngini = 0.731\nsamples = 4877\nvalue = [357, 539, 512, 418, 2279, 573, 176, 23]"] ;
1295 -> 1333 ;
1334 [label="X[0] <= 6.865\ngini = 0.731\nsamples = 3252\nvalue = [217, 368, 349, 278, 1513, 395, 113, 19]"] ;
1333 -> 1334 ;
1335 [label="X[0] <= 6.855\ngini = 0.73\nsamples = 3192\nvalue = [212, 361, 340, 272, 1492, 385, 111, 19]"] ;
1334 -> 1335 ;
1336 [label="X[0] <= 6.845\ngini = 0.73\nsamples = 3133\nvalue = [208, 353, 333, 268, 1462, 382, 108, 19]"] ;
1335 -> 1336 ;
1337 [label="X[0] <= 6.685\ngini = 0.73\nsamples = 3076\nvalue = [205, 348, 327, 261, 1440, 368, 108, 19]"] ;
1336 -> 1337 ;
1338 [label="X[0] <= 6.645\ngini = 0.734\nsamples = 1126\nvalue = [73, 134, 117, 94, 518, 148, 40, 2]"] ;
1337 -> 1338 ;
1339 [label="X[0] <= 6.625\ngini = 0.726\nsamples = 868\nvalue = [58, 101, 94, 75, 409, 101, 28, 2]"] ;
1338 -> 1339 ;
1340 [label="X[0] <= 6.615\ngini = 0.735\nsamples = 750\nvalue = [52, 91, 80, 62, 344, 94, 25, 2]"] ;
1339 -> 1340 ;
1341 [label="X[0] <= 6.605\ngini = 0.733\nsamples = 692\nvalue = [44, 84, 75, 57, 319, 86, 25, 2]"] ;
1340 -> 1341 ;
1342 [label="gini = 0.733\nsamples = 641\nvalue = [40, 79, 69, 55, 296, 78, 22, 2]"] ;
1341 -> 1342 ;
1343 [label="gini = 0.737\nsamples = 51\nvalue = [4, 5, 6, 2, 23, 8, 3, 0]"] ;
1341 -> 1343 ;
1344 [label="gini = 0.747\nsamples = 58\nvalue = [8, 7, 5, 5, 25, 8, 0, 0]"] ;
1340 -> 1344 ;
1345 [label="X[0] <= 6.635\ngini = 0.656\nsamples = 118\nvalue = [6, 10, 14, 13, 65, 7, 3, 0]"] ;
1339 -> 1345 ;
1346 [label="gini = 0.666\nsamples = 59\nvalue = [3, 5, 7, 6, 32, 4, 2, 0]"] ;
1345 -> 1346 ;
1347 [label="gini = 0.646\nsamples = 59\nvalue = [3, 5, 7, 7, 33, 3, 1, 0]"] ;
1345 -> 1347 ;
1348 [label="X[0] <= 6.675\ngini = 0.753\nsamples = 258\nvalue = [15, 33, 23, 19, 109, 47, 12, 0]"] ;
1338 -> 1348 ;
1349 [label="X[0] <= 6.665\ngini = 0.764\nsamples = 194\nvalue = [11, 27, 21, 14, 79, 33, 9, 0]"] ;
1348 -> 1349 ;
1350 [label="X[0] <= 6.655\ngini = 0.777\nsamples = 124\nvalue = [7, 18, 11, 9, 47, 24, 8, 0]"] ;
1349 -> 1350 ;
1351 [label="gini = 0.77\nsamples = 66\nvalue = [4, 10, 5, 4, 26, 12, 5, 0]"] ;
1350 -> 1351 ;
1352 [label="gini = 0.784\nsamples = 58\nvalue = [3, 8, 6, 5, 21, 12, 3, 0]"] ;
1350 -> 1352 ;
1353 [label="gini = 0.729\nsamples = 70\nvalue = [4, 9, 10, 5, 32, 9, 1, 0]"] ;
1349 -> 1353 ;
1354 [label="gini = 0.71\nsamples = 64\nvalue = [4, 6, 2, 5, 30, 14, 3, 0]"] ;
1348 -> 1354 ;
1355 [label="X[0] <= 6.695\ngini = 0.727\nsamples = 1950\nvalue = [132, 214, 210, 167, 922, 220, 68, 17]"] ;
1337 -> 1355 ;
1356 [label="gini = 0.668\nsamples = 57\nvalue = [3, 5, 3, 4, 31, 7, 3, 1]"] ;
1355 -> 1356 ;
1357 [label="X[0] <= 6.725\ngini = 0.728\nsamples = 1893\nvalue = [129, 209, 207, 163, 891, 213, 65, 16]"] ;
1355 -> 1357 ;
1358 [label="X[0] <= 6.715\ngini = 0.736\nsamples = 685\nvalue = [46, 84, 77, 59, 316, 68, 29, 6]"] ;
1357 -> 1358 ;
1359 [label="X[0] <= 6.705\ngini = 0.737\nsamples = 630\nvalue = [42, 79, 70, 56, 289, 64, 24, 6]"] ;
1358 -> 1359 ;
1360 [label="gini = 0.738\nsamples = 571\nvalue = [38, 69, 65, 53, 262, 55, 23, 6]"] ;
1359 -> 1360 ;
1361 [label="gini = 0.724\nsamples = 59\nvalue = [4, 10, 5, 3, 27, 9, 1, 0]"] ;
1359 -> 1361 ;
1362 [label="gini = 0.713\nsamples = 55\nvalue = [4, 5, 7, 3, 27, 4, 5, 0]"] ;
1358 -> 1362 ;
1363 [label="X[0] <= 6.735\ngini = 0.724\nsamples = 1208\nvalue = [83, 125, 130, 104, 575, 145, 36, 10]"] ;
1357 -> 1363 ;
1364 [label="gini = 0.609\nsamples = 60\nvalue = [4, 1, 5, 4, 36, 7, 2, 1]"] ;
1363 -> 1364 ;
1365 [label="X[0] <= 6.775\ngini = 0.728\nsamples = 1148\nvalue = [79, 124, 125, 100, 539, 138, 34, 9]"] ;
1363 -> 1365 ;
1366 [label="X[0] <= 6.765\ngini = 0.707\nsamples = 241\nvalue = [15, 21, 32, 17, 119, 29, 7, 1]"] ;
1365 -> 1366 ;
1367 [label="X[0] <= 6.755\ngini = 0.713\nsamples = 174\nvalue = [11, 15, 22, 15, 85, 19, 6, 1]"] ;
1366 -> 1367 ;
1368 [label="X[0] <= 6.745\ngini = 0.702\nsamples = 117\nvalue = [9, 10, 13, 9, 59, 12, 4, 1]"] ;
1367 -> 1368 ;
1369 [label="gini = 0.689\nsamples = 60\nvalue = [4, 4, 6, 6, 31, 7, 2, 0]"] ;
1368 -> 1369 ;
1370 [label="gini = 0.713\nsamples = 57\nvalue = [5, 6, 7, 3, 28, 5, 2, 1]"] ;
1368 -> 1370 ;
1371 [label="gini = 0.731\nsamples = 57\nvalue = [2, 5, 9, 6, 26, 7, 2, 0]"] ;
1367 -> 1371 ;
1372 [label="gini = 0.685\nsamples = 67\nvalue = [4, 6, 10, 2, 34, 10, 1, 0]"] ;
1366 -> 1372 ;
1373 [label="X[0] <= 6.785\ngini = 0.733\nsamples = 907\nvalue = [64, 103, 93, 83, 420, 109, 27, 8]"] ;
1365 -> 1373 ;
1374 [label="gini = 0.711\nsamples = 54\nvalue = [8, 7, 2, 5, 26, 5, 1, 0]"] ;
1373 -> 1374 ;
1375 [label="X[0] <= 6.805\ngini = 0.734\nsamples = 853\nvalue = [56, 96, 91, 78, 394, 104, 26, 8]"] ;
1373 -> 1375 ;
1376 [label="X[0] <= 6.795\ngini = 0.741\nsamples = 630\nvalue = [45, 71, 68, 61, 286, 73, 19, 7]"] ;
1375 -> 1376 ;
1377 [label="gini = 0.745\nsamples = 52\nvalue = [5, 6, 4, 4, 23, 8, 2, 0]"] ;
1376 -> 1377 ;
1378 [label="gini = 0.74\nsamples = 578\nvalue = [40, 65, 64, 57, 263, 65, 17, 7]"] ;
1376 -> 1378 ;
1379 [label="X[0] <= 6.815\ngini = 0.714\nsamples = 223\nvalue = [11, 25, 23, 17, 108, 31, 7, 1]"] ;
1375 -> 1379 ;
1380 [label="gini = 0.65\nsamples = 61\nvalue = [3, 4, 2, 2, 33, 13, 3, 1]"] ;
1379 -> 1380 ;
1381 [label="X[0] <= 6.825\ngini = 0.728\nsamples = 162\nvalue = [8, 21, 21, 15, 75, 18, 4, 0]"] ;
1379 -> 1381 ;
1382 [label="gini = 0.69\nsamples = 50\nvalue = [3, 6, 9, 3, 25, 4, 0, 0]"] ;
1381 -> 1382 ;
1383 [label="X[0] <= 6.835\ngini = 0.741\nsamples = 112\nvalue = [5, 15, 12, 12, 50, 14, 4, 0]"] ;
1381 -> 1383 ;
1384 [label="gini = 0.744\nsamples = 51\nvalue = [1, 8, 7, 4, 22, 7, 2, 0]"] ;
1383 -> 1384 ;
1385 [label="gini = 0.734\nsamples = 61\nvalue = [4, 7, 5, 8, 28, 7, 2, 0]"] ;
1383 -> 1385 ;
1386 [label="gini = 0.754\nsamples = 57\nvalue = [3, 5, 6, 7, 22, 14, 0, 0]"] ;
1336 -> 1386 ;
1387 [label="gini = 0.695\nsamples = 59\nvalue = [4, 8, 7, 4, 30, 3, 3, 0]"] ;
1335 -> 1387 ;
1388 [label="gini = 0.796\nsamples = 60\nvalue = [5, 7, 9, 6, 21, 10, 2, 0]"] ;
1334 -> 1388 ;
1389 [label="X[0] <= 6.995\ngini = 0.728\nsamples = 1625\nvalue = [140, 171, 163, 140, 766, 178, 63, 4]"] ;
1333 -> 1389 ;
1390 [label="X[0] <= 6.915\ngini = 0.72\nsamples = 1088\nvalue = [99, 114, 97, 85, 525, 123, 42, 3]"] ;
1389 -> 1390 ;
1391 [label="X[0] <= 6.905\ngini = 0.733\nsamples = 676\nvalue = [63, 76, 61, 58, 314, 77, 24, 3]"] ;
1390 -> 1391 ;
1392 [label="X[0] <= 6.885\ngini = 0.732\nsamples = 633\nvalue = [62, 73, 55, 54, 295, 68, 23, 3]"] ;
1391 -> 1392 ;
1393 [label="gini = 0.737\nsamples = 54\nvalue = [4, 4, 5, 6, 25, 5, 5, 0]"] ;
1392 -> 1393 ;
1394 [label="X[0] <= 6.895\ngini = 0.731\nsamples = 579\nvalue = [58, 69, 50, 48, 270, 63, 18, 3]"] ;
1392 -> 1394 ;
1395 [label="gini = 0.729\nsamples = 57\nvalue = [5, 7, 4, 3, 27, 6, 4, 1]"] ;
1394 -> 1395 ;
1396 [label="gini = 0.731\nsamples = 522\nvalue = [53, 62, 46, 45, 243, 57, 14, 2]"] ;
1394 -> 1396 ;
1397 [label="gini = 0.727\nsamples = 43\nvalue = [1, 3, 6, 4, 19, 9, 1, 0]"] ;
1391 -> 1397 ;
1398 [label="X[0] <= 6.935\ngini = 0.695\nsamples = 412\nvalue = [36, 38, 36, 27, 211, 46, 18, 0]"] ;
1390 -> 1398 ;
1399 [label="X[0] <= 6.925\ngini = 0.671\nsamples = 108\nvalue = [5, 8, 10, 7, 58, 14, 6, 0]"] ;
1398 -> 1399 ;
1400 [label="gini = 0.678\nsamples = 51\nvalue = [3, 3, 6, 3, 27, 6, 3, 0]"] ;
1399 -> 1400 ;
1401 [label="gini = 0.663\nsamples = 57\nvalue = [2, 5, 4, 4, 31, 8, 3, 0]"] ;
1399 -> 1401 ;
1402 [label="X[0] <= 6.955\ngini = 0.702\nsamples = 304\nvalue = [31, 30, 26, 20, 153, 32, 12, 0]"] ;
1398 -> 1402 ;
1403 [label="X[0] <= 6.945\ngini = 0.742\nsamples = 100\nvalue = [12, 10, 11, 5, 45, 12, 5, 0]"] ;
1402 -> 1403 ;
1404 [label="gini = 0.742\nsamples = 40\nvalue = [3, 4, 6, 3, 18, 3, 3, 0]"] ;
1403 -> 1404 ;
1405 [label="gini = 0.733\nsamples = 60\nvalue = [9, 6, 5, 2, 27, 9, 2, 0]"] ;
1403 -> 1405 ;
1406 [label="X[0] <= 6.975\ngini = 0.68\nsamples = 204\nvalue = [19, 20, 15, 15, 108, 20, 7, 0]"] ;
1402 -> 1406 ;
1407 [label="X[0] <= 6.965\ngini = 0.637\nsamples = 99\nvalue = [9, 8, 8, 6, 57, 7, 4, 0]"] ;
1406 -> 1407 ;
1408 [label="gini = 0.617\nsamples = 49\nvalue = [4, 3, 3, 2, 29, 6, 2, 0]"] ;
1407 -> 1408 ;
1409 [label="gini = 0.648\nsamples = 50\nvalue = [5, 5, 5, 4, 28, 1, 2, 0]"] ;
1407 -> 1409 ;
1410 [label="X[0] <= 6.985\ngini = 0.714\nsamples = 105\nvalue = [10, 12, 7, 9, 51, 13, 3, 0]"] ;
1406 -> 1410 ;
1411 [label="gini = 0.736\nsamples = 50\nvalue = [6, 5, 3, 4, 23, 6, 3, 0]"] ;
1410 -> 1411 ;
1412 [label="gini = 0.69\nsamples = 55\nvalue = [4, 7, 4, 5, 28, 7, 0, 0]"] ;
1410 -> 1412 ;
1413 [label="X[0] <= 7.005\ngini = 0.744\nsamples = 537\nvalue = [41, 57, 66, 55, 241, 55, 21, 1]"] ;
1389 -> 1413 ;
1414 [label="gini = 0.747\nsamples = 484\nvalue = [36, 53, 62, 48, 215, 50, 19, 1]"] ;
1413 -> 1414 ;
1415 [label="gini = 0.711\nsamples = 53\nvalue = [5, 4, 4, 7, 26, 5, 2, 0]"] ;
1413 -> 1415 ;
1416 [label="X[0] <= 7.025\ngini = 0.674\nsamples = 401\nvalue = [33, 27, 36, 29, 216, 38, 18, 4]"] ;
1292 -> 1416 ;
1417 [label="gini = 0.554\nsamples = 48\nvalue = [2, 3, 4, 6, 31, 1, 1, 0]"] ;
1416 -> 1417 ;
1418 [label="X[0] <= 7.065\ngini = 0.687\nsamples = 353\nvalue = [31, 24, 32, 23, 185, 37, 17, 4]"] ;
1416 -> 1418 ;
1419 [label="X[0] <= 7.045\ngini = 0.671\nsamples = 208\nvalue = [14, 13, 21, 12, 113, 18, 14, 3]"] ;
1418 -> 1419 ;
1420 [label="X[0] <= 7.035\ngini = 0.695\nsamples = 107\nvalue = [8, 7, 9, 7, 55, 13, 7, 1]"] ;
1419 -> 1420 ;
1421 [label="gini = 0.692\nsamples = 41\nvalue = [3, 4, 5, 3, 21, 4, 1, 0]"] ;
1420 -> 1421 ;
1422 [label="gini = 0.692\nsamples = 66\nvalue = [5, 3, 4, 4, 34, 9, 6, 1]"] ;
1420 -> 1422 ;
1423 [label="X[0] <= 7.055\ngini = 0.639\nsamples = 101\nvalue = [6, 6, 12, 5, 58, 5, 7, 2]"] ;
1419 -> 1423 ;
1424 [label="gini = 0.63\nsamples = 57\nvalue = [5, 4, 7, 2, 33, 1, 4, 1]"] ;
1423 -> 1424 ;
1425 [label="gini = 0.644\nsamples = 44\nvalue = [1, 2, 5, 3, 25, 4, 3, 1]"] ;
1423 -> 1425 ;
1426 [label="X[0] <= 7.075\ngini = 0.705\nsamples = 145\nvalue = [17, 11, 11, 11, 72, 19, 3, 1]"] ;
1418 -> 1426 ;
1427 [label="gini = 0.708\nsamples = 48\nvalue = [7, 2, 3, 4, 23, 8, 1, 0]"] ;
1426 -> 1427 ;
1428 [label="X[0] <= 7.085\ngini = 0.7\nsamples = 97\nvalue = [10, 9, 8, 7, 49, 11, 2, 1]"] ;
1426 -> 1428 ;
1429 [label="gini = 0.717\nsamples = 50\nvalue = [5, 5, 6, 3, 24, 6, 1, 0]"] ;
1428 -> 1429 ;
1430 [label="gini = 0.677\nsamples = 47\nvalue = [5, 4, 2, 4, 25, 5, 1, 1]"] ;
1428 -> 1430 ;
1431 [label="X[0] <= 7.155\ngini = 0.734\nsamples = 4362\nvalue = [302, 415, 491, 454, 2020, 484, 168, 28]"] ;
1291 -> 1431 ;
1432 [label="X[0] <= 7.135\ngini = 0.748\nsamples = 693\nvalue = [49, 65, 89, 79, 308, 64, 34, 5]"] ;
1431 -> 1432 ;
1433 [label="X[0] <= 7.115\ngini = 0.749\nsamples = 599\nvalue = [44, 58, 70, 67, 266, 60, 30, 4]"] ;
1432 -> 1433 ;
1434 [label="X[0] <= 7.105\ngini = 0.74\nsamples = 496\nvalue = [32, 48, 60, 57, 226, 47, 22, 4]"] ;
1433 -> 1434 ;
1435 [label="gini = 0.738\nsamples = 449\nvalue = [31, 43, 52, 53, 206, 42, 19, 3]"] ;
1434 -> 1435 ;
1436 [label="gini = 0.755\nsamples = 47\nvalue = [1, 5, 8, 4, 20, 5, 3, 1]"] ;
1434 -> 1436 ;
1437 [label="X[0] <= 7.125\ngini = 0.785\nsamples = 103\nvalue = [12, 10, 10, 10, 40, 13, 8, 0]"] ;
1433 -> 1437 ;
1438 [label="gini = 0.766\nsamples = 48\nvalue = [5, 4, 4, 5, 20, 7, 3, 0]"] ;
1437 -> 1438 ;
1439 [label="gini = 0.799\nsamples = 55\nvalue = [7, 6, 6, 5, 20, 6, 5, 0]"] ;
1437 -> 1439 ;
1440 [label="X[0] <= 7.145\ngini = 0.731\nsamples = 94\nvalue = [5, 7, 19, 12, 42, 4, 4, 1]"] ;
1432 -> 1440 ;
1441 [label="gini = 0.684\nsamples = 41\nvalue = [1, 3, 9, 6, 20, 2, 0, 0]"] ;
1440 -> 1441 ;
1442 [label="gini = 0.76\nsamples = 53\nvalue = [4, 4, 10, 6, 22, 2, 4, 1]"] ;
1440 -> 1442 ;
1443 [label="X[0] <= 7.175\ngini = 0.731\nsamples = 3669\nvalue = [253, 350, 402, 375, 1712, 420, 134, 23]"] ;
1431 -> 1443 ;
1444 [label="X[0] <= 7.165\ngini = 0.68\nsamples = 82\nvalue = [4, 7, 5, 6, 43, 13, 3, 1]"] ;
1443 -> 1444 ;
1445 [label="gini = 0.714\nsamples = 43\nvalue = [3, 5, 2, 2, 21, 6, 3, 1]"] ;
1444 -> 1445 ;
1446 [label="gini = 0.63\nsamples = 39\nvalue = [1, 2, 3, 4, 22, 7, 0, 0]"] ;
1444 -> 1446 ;
1447 [label="X[0] <= 7.585\ngini = 0.732\nsamples = 3587\nvalue = [249, 343, 397, 369, 1669, 407, 131, 22]"] ;
1443 -> 1447 ;
1448 [label="X[0] <= 7.405\ngini = 0.73\nsamples = 3136\nvalue = [215, 290, 347, 318, 1469, 361, 115, 21]"] ;
1447 -> 1448 ;
1449 [label="X[0] <= 7.305\ngini = 0.731\nsamples = 2147\nvalue = [138, 199, 235, 223, 1002, 262, 73, 15]"] ;
1448 -> 1449 ;
1450 [label="X[0] <= 7.185\ngini = 0.737\nsamples = 1374\nvalue = [92, 134, 153, 132, 631, 169, 51, 12]"] ;
1449 -> 1450 ;
1451 [label="gini = 0.732\nsamples = 56\nvalue = [1, 7, 10, 6, 25, 5, 2, 0]"] ;
1450 -> 1451 ;
1452 [label="X[0] <= 7.265\ngini = 0.737\nsamples = 1318\nvalue = [91, 127, 143, 126, 606, 164, 49, 12]"] ;
1450 -> 1452 ;
1453 [label="X[0] <= 7.255\ngini = 0.742\nsamples = 768\nvalue = [61, 75, 78, 74, 348, 96, 30, 6]"] ;
1452 -> 1453 ;
1454 [label="X[0] <= 7.245\ngini = 0.737\nsamples = 725\nvalue = [56, 70, 77, 64, 334, 88, 30, 6]"] ;
1453 -> 1454 ;
1455 [label="X[0] <= 7.215\ngini = 0.735\nsamples = 672\nvalue = [52, 63, 70, 59, 311, 85, 27, 5]"] ;
1454 -> 1455 ;
1456 [label="X[0] <= 7.195\ngini = 0.731\nsamples = 531\nvalue = [42, 50, 57, 47, 249, 60, 22, 4]"] ;
1455 -> 1456 ;
1457 [label="gini = 0.678\nsamples = 44\nvalue = [3, 6, 4, 3, 23, 5, 0, 0]"] ;
1456 -> 1457 ;
1458 [label="X[0] <= 7.205\ngini = 0.735\nsamples = 487\nvalue = [39, 44, 53, 44, 226, 55, 22, 4]"] ;
1456 -> 1458 ;
1459 [label="gini = 0.738\nsamples = 434\nvalue = [37, 40, 45, 39, 200, 50, 19, 4]"] ;
1458 -> 1459 ;
1460 [label="gini = 0.708\nsamples = 53\nvalue = [2, 4, 8, 5, 26, 5, 3, 0]"] ;
1458 -> 1460 ;
1461 [label="X[0] <= 7.225\ngini = 0.745\nsamples = 141\nvalue = [10, 13, 13, 12, 62, 25, 5, 1]"] ;
1455 -> 1461 ;
1462 [label="gini = 0.707\nsamples = 47\nvalue = [1, 3, 4, 6, 22, 10, 1, 0]"] ;
1461 -> 1462 ;
1463 [label="X[0] <= 7.235\ngini = 0.758\nsamples = 94\nvalue = [9, 10, 9, 6, 40, 15, 4, 1]"] ;
1461 -> 1463 ;
1464 [label="gini = 0.759\nsamples = 44\nvalue = [4, 4, 6, 0, 18, 8, 3, 1]"] ;
1463 -> 1464 ;
1465 [label="gini = 0.744\nsamples = 50\nvalue = [5, 6, 3, 6, 22, 7, 1, 0]"] ;
1463 -> 1465 ;
1466 [label="gini = 0.755\nsamples = 53\nvalue = [4, 7, 7, 5, 23, 3, 3, 1]"] ;
1454 -> 1466 ;
1467 [label="gini = 0.778\nsamples = 43\nvalue = [5, 5, 1, 10, 14, 8, 0, 0]"] ;
1453 -> 1467 ;
1468 [label="X[0] <= 7.295\ngini = 0.729\nsamples = 550\nvalue = [30, 52, 65, 52, 258, 68, 19, 6]"] ;
1452 -> 1468 ;
1469 [label="X[0] <= 7.285\ngini = 0.663\nsamples = 127\nvalue = [5, 11, 12, 12, 69, 15, 3, 0]"] ;
1468 -> 1469 ;
1470 [label="X[0] <= 7.275\ngini = 0.657\nsamples = 81\nvalue = [3, 3, 10, 7, 44, 12, 2, 0]"] ;
1469 -> 1470 ;
1471 [label="gini = 0.663\nsamples = 38\nvalue = [0, 1, 6, 3, 20, 6, 2, 0]"] ;
1470 -> 1471 ;
1472 [label="gini = 0.645\nsamples = 43\nvalue = [3, 2, 4, 4, 24, 6, 0, 0]"] ;
1470 -> 1472 ;
1473 [label="gini = 0.654\nsamples = 46\nvalue = [2, 8, 2, 5, 25, 3, 1, 0]"] ;
1469 -> 1473 ;
1474 [label="gini = 0.746\nsamples = 423\nvalue = [25, 41, 53, 40, 189, 53, 16, 6]"] ;
1468 -> 1474 ;
1475 [label="X[0] <= 7.345\ngini = 0.719\nsamples = 773\nvalue = [46, 65, 82, 91, 371, 93, 22, 3]"] ;
1449 -> 1475 ;
1476 [label="X[0] <= 7.315\ngini = 0.661\nsamples = 149\nvalue = [9, 12, 16, 13, 82, 12, 3, 2]"] ;
1475 -> 1476 ;
1477 [label="gini = 0.698\nsamples = 30\nvalue = [1, 4, 2, 3, 15, 4, 1, 0]"] ;
1476 -> 1477 ;
1478 [label="X[0] <= 7.325\ngini = 0.648\nsamples = 119\nvalue = [8, 8, 14, 10, 67, 8, 2, 2]"] ;
1476 -> 1478 ;
1479 [label="gini = 0.626\nsamples = 31\nvalue = [3, 2, 4, 1, 18, 2, 1, 0]"] ;
1478 -> 1479 ;
1480 [label="X[0] <= 7.335\ngini = 0.653\nsamples = 88\nvalue = [5, 6, 10, 9, 49, 6, 1, 2]"] ;
1478 -> 1480 ;
1481 [label="gini = 0.669\nsamples = 52\nvalue = [4, 4, 5, 6, 28, 4, 0, 1]"] ;
1480 -> 1481 ;
1482 [label="gini = 0.625\nsamples = 36\nvalue = [1, 2, 5, 3, 21, 2, 1, 1]"] ;
1480 -> 1482 ;
1483 [label="X[0] <= 7.355\ngini = 0.73\nsamples = 624\nvalue = [37, 53, 66, 78, 289, 81, 19, 1]"] ;
1475 -> 1483 ;
1484 [label="gini = 0.754\nsamples = 52\nvalue = [3, 6, 3, 7, 21, 11, 1, 0]"] ;
1483 -> 1484 ;
1485 [label="X[0] <= 7.365\ngini = 0.727\nsamples = 572\nvalue = [34, 47, 63, 71, 268, 70, 18, 1]"] ;
1483 -> 1485 ;
1486 [label="gini = 0.647\nsamples = 36\nvalue = [0, 4, 4, 4, 20, 1, 3, 0]"] ;
1485 -> 1486 ;
1487 [label="X[0] <= 7.395\ngini = 0.73\nsamples = 536\nvalue = [34, 43, 59, 67, 248, 69, 15, 1]"] ;
1485 -> 1487 ;
1488 [label="X[0] <= 7.375\ngini = 0.754\nsamples = 131\nvalue = [9, 9, 16, 17, 55, 22, 3, 0]"] ;
1487 -> 1488 ;
1489 [label="gini = 0.721\nsamples = 46\nvalue = [3, 2, 6, 6, 21, 8, 0, 0]"] ;
1488 -> 1489 ;
1490 [label="X[0] <= 7.385\ngini = 0.769\nsamples = 85\nvalue = [6, 7, 10, 11, 34, 14, 3, 0]"] ;
1488 -> 1490 ;
1491 [label="gini = 0.787\nsamples = 36\nvalue = [3, 4, 4, 4, 13, 7, 1, 0]"] ;
1490 -> 1491 ;
1492 [label="gini = 0.751\nsamples = 49\nvalue = [3, 3, 6, 7, 21, 7, 2, 0]"] ;
1490 -> 1492 ;
1493 [label="gini = 0.721\nsamples = 405\nvalue = [25, 34, 43, 50, 193, 47, 12, 1]"] ;
1487 -> 1493 ;
1494 [label="X[0] <= 7.435\ngini = 0.729\nsamples = 989\nvalue = [77, 91, 112, 95, 467, 99, 42, 6]"] ;
1448 -> 1494 ;
1495 [label="X[0] <= 7.425\ngini = 0.751\nsamples = 116\nvalue = [12, 10, 20, 8, 50, 11, 4, 1]"] ;
1494 -> 1495 ;
1496 [label="X[0] <= 7.415\ngini = 0.729\nsamples = 83\nvalue = [9, 7, 15, 5, 38, 6, 2, 1]"] ;
1495 -> 1496 ;
1497 [label="gini = 0.716\nsamples = 41\nvalue = [5, 3, 8, 3, 19, 3, 0, 0]"] ;
1496 -> 1497 ;
1498 [label="gini = 0.739\nsamples = 42\nvalue = [4, 4, 7, 2, 19, 3, 2, 1]"] ;
1496 -> 1498 ;
1499 [label="gini = 0.793\nsamples = 33\nvalue = [3, 3, 5, 3, 12, 5, 2, 0]"] ;
1495 -> 1499 ;
1500 [label="X[0] <= 7.555\ngini = 0.725\nsamples = 873\nvalue = [65, 81, 92, 87, 417, 88, 38, 5]"] ;
1494 -> 1500 ;
1501 [label="X[0] <= 7.535\ngini = 0.72\nsamples = 753\nvalue = [57, 72, 79, 72, 364, 71, 35, 3]"] ;
1500 -> 1501 ;
1502 [label="X[0] <= 7.455\ngini = 0.723\nsamples = 674\nvalue = [52, 66, 74, 66, 323, 60, 30, 3]"] ;
1501 -> 1502 ;
1503 [label="X[0] <= 7.445\ngini = 0.726\nsamples = 68\nvalue = [4, 10, 4, 6, 32, 8, 3, 1]"] ;
1502 -> 1503 ;
1504 [label="gini = 0.74\nsamples = 33\nvalue = [3, 3, 1, 5, 15, 2, 3, 1]"] ;
1503 -> 1504 ;
1505 [label="gini = 0.686\nsamples = 35\nvalue = [1, 7, 3, 1, 17, 6, 0, 0]"] ;
1503 -> 1505 ;
1506 [label="X[0] <= 7.465\ngini = 0.722\nsamples = 606\nvalue = [48, 56, 70, 60, 291, 52, 27, 2]"] ;
1502 -> 1506 ;
1507 [label="gini = 0.779\nsamples = 33\nvalue = [3, 3, 4, 5, 13, 3, 2, 0]"] ;
1506 -> 1507 ;
1508 [label="X[0] <= 7.475\ngini = 0.718\nsamples = 573\nvalue = [45, 53, 66, 55, 278, 49, 25, 2]"] ;
1506 -> 1508 ;
1509 [label="gini = 0.673\nsamples = 38\nvalue = [1, 4, 6, 1, 20, 3, 3, 0]"] ;
1508 -> 1509 ;
1510 [label="X[0] <= 7.485\ngini = 0.72\nsamples = 535\nvalue = [44, 49, 60, 54, 258, 46, 22, 2]"] ;
1508 -> 1510 ;
1511 [label="gini = 0.756\nsamples = 35\nvalue = [3, 2, 4, 4, 15, 5, 2, 0]"] ;
1510 -> 1511 ;
1512 [label="X[0] <= 7.495\ngini = 0.717\nsamples = 500\nvalue = [41, 47, 56, 50, 243, 41, 20, 2]"] ;
1510 -> 1512 ;
1513 [label="gini = 0.722\nsamples = 42\nvalue = [4, 6, 4, 4, 20, 1, 2, 1]"] ;
1512 -> 1513 ;
1514 [label="X[0] <= 7.515\ngini = 0.716\nsamples = 458\nvalue = [37, 41, 52, 46, 223, 40, 18, 1]"] ;
1512 -> 1514 ;
1515 [label="X[0] <= 7.505\ngini = 0.709\nsamples = 376\nvalue = [30, 32, 44, 36, 186, 34, 13, 1]"] ;
1514 -> 1515 ;
1516 [label="gini = 0.717\nsamples = 336\nvalue = [26, 27, 40, 36, 163, 31, 12, 1]"] ;
1515 -> 1516 ;
1517 [label="gini = 0.628\nsamples = 40\nvalue = [4, 5, 4, 0, 23, 3, 1, 0]"] ;
1515 -> 1517 ;
1518 [label="X[0] <= 7.525\ngini = 0.744\nsamples = 82\nvalue = [7, 9, 8, 10, 37, 6, 5, 0]"] ;
1514 -> 1518 ;
1519 [label="gini = 0.768\nsamples = 39\nvalue = [3, 5, 5, 5, 16, 2, 3, 0]"] ;
1518 -> 1519 ;
1520 [label="gini = 0.715\nsamples = 43\nvalue = [4, 4, 3, 5, 21, 4, 2, 0]"] ;
1518 -> 1520 ;
1521 [label="X[0] <= 7.545\ngini = 0.688\nsamples = 79\nvalue = [5, 6, 5, 6, 41, 11, 5, 0]"] ;
1501 -> 1521 ;
1522 [label="gini = 0.722\nsamples = 36\nvalue = [2, 3, 2, 2, 17, 5, 5, 0]"] ;
1521 -> 1522 ;
1523 [label="gini = 0.646\nsamples = 43\nvalue = [3, 3, 3, 4, 24, 6, 0, 0]"] ;
1521 -> 1523 ;
1524 [label="X[0] <= 7.575\ngini = 0.747\nsamples = 120\nvalue = [8, 9, 13, 15, 53, 17, 3, 2]"] ;
1500 -> 1524 ;
1525 [label="X[0] <= 7.565\ngini = 0.76\nsamples = 76\nvalue = [6, 7, 8, 8, 32, 12, 2, 1]"] ;
1524 -> 1525 ;
1526 [label="gini = 0.772\nsamples = 39\nvalue = [4, 3, 3, 4, 16, 6, 2, 1]"] ;
1525 -> 1526 ;
1527 [label="gini = 0.742\nsamples = 37\nvalue = [2, 4, 5, 4, 16, 6, 0, 0]"] ;
1525 -> 1527 ;
1528 [label="gini = 0.716\nsamples = 44\nvalue = [2, 2, 5, 7, 21, 5, 1, 1]"] ;
1524 -> 1528 ;
1529 [label="X[0] <= 7.595\ngini = 0.747\nsamples = 451\nvalue = [34, 53, 50, 51, 200, 46, 16, 1]"] ;
1447 -> 1529 ;
1530 [label="gini = 0.785\nsamples = 32\nvalue = [5, 5, 6, 2, 11, 3, 0, 0]"] ;
1529 -> 1530 ;
1531 [label="X[0] <= 7.615\ngini = 0.742\nsamples = 419\nvalue = [29, 48, 44, 49, 189, 43, 16, 1]"] ;
1529 -> 1531 ;
1532 [label="X[0] <= 7.605\ngini = 0.741\nsamples = 387\nvalue = [26, 42, 42, 46, 175, 41, 14, 1]"] ;
1531 -> 1532 ;
1533 [label="gini = 0.745\nsamples = 354\nvalue = [23, 40, 38, 43, 158, 37, 14, 1]"] ;
1532 -> 1533 ;
1534 [label="gini = 0.685\nsamples = 33\nvalue = [3, 2, 4, 3, 17, 4, 0, 0]"] ;
1532 -> 1534 ;
1535 [label="gini = 0.744\nsamples = 32\nvalue = [3, 6, 2, 3, 14, 2, 2, 0]"] ;
1531 -> 1535 ;
1536 [label="X[0] <= 7.685\ngini = 0.7\nsamples = 252\nvalue = [18, 15, 24, 17, 127, 37, 13, 1]"] ;
1290 -> 1536 ;
1537 [label="X[0] <= 7.655\ngini = 0.7\nsamples = 209\nvalue = [14, 14, 21, 12, 104, 35, 8, 1]"] ;
1536 -> 1537 ;
1538 [label="X[0] <= 7.635\ngini = 0.673\nsamples = 112\nvalue = [10, 2, 11, 7, 59, 18, 5, 0]"] ;
1537 -> 1538 ;
1539 [label="gini = 0.611\nsamples = 39\nvalue = [1, 1, 2, 4, 23, 6, 2, 0]"] ;
1538 -> 1539 ;
1540 [label="X[0] <= 7.645\ngini = 0.696\nsamples = 73\nvalue = [9, 1, 9, 3, 36, 12, 3, 0]"] ;
1538 -> 1540 ;
1541 [label="gini = 0.706\nsamples = 37\nvalue = [4, 1, 6, 1, 18, 4, 3, 0]"] ;
1540 -> 1541 ;
1542 [label="gini = 0.671\nsamples = 36\nvalue = [5, 0, 3, 2, 18, 8, 0, 0]"] ;
1540 -> 1542 ;
1543 [label="X[0] <= 7.665\ngini = 0.723\nsamples = 97\nvalue = [4, 12, 10, 5, 45, 17, 3, 1]"] ;
1537 -> 1543 ;
1544 [label="gini = 0.748\nsamples = 36\nvalue = [2, 4, 4, 4, 16, 4, 1, 1]"] ;
1543 -> 1544 ;
1545 [label="X[0] <= 7.675\ngini = 0.699\nsamples = 61\nvalue = [2, 8, 6, 1, 29, 13, 2, 0]"] ;
1543 -> 1545 ;
1546 [label="gini = 0.687\nsamples = 37\nvalue = [2, 3, 3, 1, 18, 9, 1, 0]"] ;
1545 -> 1546 ;
1547 [label="gini = 0.701\nsamples = 24\nvalue = [0, 5, 3, 0, 11, 4, 1, 0]"] ;
1545 -> 1547 ;
1548 [label="gini = 0.671\nsamples = 43\nvalue = [4, 1, 3, 5, 23, 2, 5, 0]"] ;
1536 -> 1548 ;
1549 [label="X[0] <= 7.835\ngini = 0.756\nsamples = 1102\nvalue = [93, 102, 133, 112, 474, 142, 44, 2]"] ;
1289 -> 1549 ;
1550 [label="X[0] <= 7.705\ngini = 0.764\nsamples = 935\nvalue = [79, 86, 118, 104, 391, 118, 37, 2]"] ;
1549 -> 1550 ;
1551 [label="gini = 0.765\nsamples = 264\nvalue = [13, 35, 33, 30, 109, 31, 12, 1]"] ;
1550 -> 1551 ;
1552 [label="X[0] <= 7.715\ngini = 0.762\nsamples = 671\nvalue = [66, 51, 85, 74, 282, 87, 25, 1]"] ;
1550 -> 1552 ;
1553 [label="gini = 0.803\nsamples = 33\nvalue = [4, 1, 6, 5, 10, 6, 1, 0]"] ;
1552 -> 1553 ;
1554 [label="X[0] <= 7.805\ngini = 0.758\nsamples = 638\nvalue = [62, 50, 79, 69, 272, 81, 24, 1]"] ;
1552 -> 1554 ;
1555 [label="X[0] <= 7.755\ngini = 0.752\nsamples = 538\nvalue = [49, 42, 65, 60, 235, 64, 22, 1]"] ;
1554 -> 1555 ;
1556 [label="X[0] <= 7.745\ngini = 0.728\nsamples = 131\nvalue = [10, 9, 15, 12, 62, 15, 7, 1]"] ;
1555 -> 1556 ;
1557 [label="X[0] <= 7.735\ngini = 0.767\nsamples = 94\nvalue = [8, 8, 11, 12, 39, 11, 5, 0]"] ;
1556 -> 1557 ;
1558 [label="X[0] <= 7.725\ngini = 0.782\nsamples = 65\nvalue = [7, 5, 7, 10, 25, 8, 3, 0]"] ;
1557 -> 1558 ;
1559 [label="gini = 0.782\nsamples = 34\nvalue = [4, 3, 4, 5, 13, 4, 1, 0]"] ;
1558 -> 1559 ;
1560 [label="gini = 0.78\nsamples = 31\nvalue = [3, 2, 3, 5, 12, 4, 2, 0]"] ;
1558 -> 1560 ;
1561 [label="gini = 0.716\nsamples = 29\nvalue = [1, 3, 4, 2, 14, 3, 2, 0]"] ;
1557 -> 1561 ;
1562 [label="gini = 0.583\nsamples = 37\nvalue = [2, 1, 4, 0, 23, 4, 2, 1]"] ;
1556 -> 1562 ;
1563 [label="X[0] <= 7.765\ngini = 0.759\nsamples = 407\nvalue = [39, 33, 50, 48, 173, 49, 15, 0]"] ;
1555 -> 1563 ;
1564 [label="gini = 0.785\nsamples = 34\nvalue = [4, 7, 3, 7, 11, 2, 0, 0]"] ;
1563 -> 1564 ;
1565 [label="X[0] <= 7.775\ngini = 0.752\nsamples = 373\nvalue = [35, 26, 47, 41, 162, 47, 15, 0]"] ;
1563 -> 1565 ;
1566 [label="gini = 0.736\nsamples = 32\nvalue = [6, 1, 4, 2, 14, 4, 1, 0]"] ;
1565 -> 1566 ;
1567 [label="X[0] <= 7.785\ngini = 0.752\nsamples = 341\nvalue = [29, 25, 43, 39, 148, 43, 14, 0]"] ;
1565 -> 1567 ;
1568 [label="gini = 0.752\nsamples = 22\nvalue = [0, 4, 2, 3, 9, 3, 1, 0]"] ;
1567 -> 1568 ;
1569 [label="X[0] <= 7.795\ngini = 0.751\nsamples = 319\nvalue = [29, 21, 41, 36, 139, 40, 13, 0]"] ;
1567 -> 1569 ;
1570 [label="gini = 0.669\nsamples = 30\nvalue = [2, 2, 4, 1, 16, 4, 1, 0]"] ;
1569 -> 1570 ;
1571 [label="gini = 0.758\nsamples = 289\nvalue = [27, 19, 37, 35, 123, 36, 12, 0]"] ;
1569 -> 1571 ;
1572 [label="X[0] <= 7.825\ngini = 0.783\nsamples = 100\nvalue = [13, 8, 14, 9, 37, 17, 2, 0]"] ;
1554 -> 1572 ;
1573 [label="X[0] <= 7.815\ngini = 0.784\nsamples = 65\nvalue = [10, 5, 8, 5, 23, 13, 1, 0]"] ;
1572 -> 1573 ;
1574 [label="gini = 0.767\nsamples = 30\nvalue = [5, 2, 4, 2, 12, 4, 1, 0]"] ;
1573 -> 1574 ;
1575 [label="gini = 0.787\nsamples = 35\nvalue = [5, 3, 4, 3, 11, 9, 0, 0]"] ;
1573 -> 1575 ;
1576 [label="gini = 0.769\nsamples = 35\nvalue = [3, 3, 6, 4, 14, 4, 1, 0]"] ;
1572 -> 1576 ;
1577 [label="X[0] <= 7.875\ngini = 0.704\nsamples = 167\nvalue = [14, 16, 15, 8, 83, 24, 7, 0]"] ;
1549 -> 1577 ;
1578 [label="X[0] <= 7.845\ngini = 0.699\nsamples = 117\nvalue = [7, 15, 10, 6, 59, 14, 6, 0]"] ;
1577 -> 1578 ;
1579 [label="gini = 0.744\nsamples = 32\nvalue = [2, 4, 4, 1, 14, 5, 2, 0]"] ;
1578 -> 1579 ;
1580 [label="X[0] <= 7.855\ngini = 0.678\nsamples = 85\nvalue = [5, 11, 6, 5, 45, 9, 4, 0]"] ;
1578 -> 1580 ;
1581 [label="gini = 0.58\nsamples = 32\nvalue = [2, 3, 2, 3, 20, 2, 0, 0]"] ;
1580 -> 1581 ;
1582 [label="X[0] <= 7.865\ngini = 0.721\nsamples = 53\nvalue = [3, 8, 4, 2, 25, 7, 4, 0]"] ;
1580 -> 1582 ;
1583 [label="gini = 0.68\nsamples = 21\nvalue = [1, 3, 1, 1, 11, 2, 2, 0]"] ;
1582 -> 1583 ;
1584 [label="gini = 0.742\nsamples = 32\nvalue = [2, 5, 3, 1, 14, 5, 2, 0]"] ;
1582 -> 1584 ;
1585 [label="X[0] <= 7.885\ngini = 0.698\nsamples = 50\nvalue = [7, 1, 5, 2, 24, 10, 1, 0]"] ;
1577 -> 1585 ;
1586 [label="gini = 0.699\nsamples = 28\nvalue = [5, 0, 1, 1, 12, 8, 1, 0]"] ;
1585 -> 1586 ;
1587 [label="gini = 0.649\nsamples = 22\nvalue = [2, 1, 4, 1, 12, 2, 0, 0]"] ;
1585 -> 1587 ;
1588 [label="X[0] <= 17.175\ngini = 0.775\nsamples = 19047\nvalue = [1516, 1342, 2056, 3740, 7345, 2162, 712, 174]"] ;
182 -> 1588 ;
1589 [label="X[0] <= 9.475\ngini = 0.773\nsamples = 16292\nvalue = [1327, 1139, 1789, 2880, 6450, 1906, 654, 147]"] ;
1588 -> 1589 ;
1590 [label="X[0] <= 9.255\ngini = 0.76\nsamples = 5403\nvalue = [437, 470, 604, 718, 2302, 613, 214, 45]"] ;
1589 -> 1590 ;
1591 [label="X[0] <= 8.195\ngini = 0.759\nsamples = 4894\nvalue = [397, 419, 564, 657, 2091, 529, 198, 39]"] ;
1590 -> 1591 ;
1592 [label="X[0] <= 7.955\ngini = 0.764\nsamples = 1413\nvalue = [113, 118, 190, 161, 590, 180, 49, 12]"] ;
1591 -> 1592 ;
1593 [label="X[0] <= 7.915\ngini = 0.76\nsamples = 403\nvalue = [23, 31, 55, 52, 166, 64, 9, 3]"] ;
1592 -> 1593 ;
1594 [label="X[0] <= 7.905\ngini = 0.748\nsamples = 288\nvalue = [14, 25, 39, 35, 124, 44, 7, 0]"] ;
1593 -> 1594 ;
1595 [label="gini = 0.747\nsamples = 265\nvalue = [13, 20, 38, 31, 114, 42, 7, 0]"] ;
1594 -> 1595 ;
1596 [label="gini = 0.722\nsamples = 23\nvalue = [1, 5, 1, 4, 10, 2, 0, 0]"] ;
1594 -> 1596 ;
1597 [label="X[0] <= 7.935\ngini = 0.785\nsamples = 115\nvalue = [9, 6, 16, 17, 42, 20, 2, 3]"] ;
1593 -> 1597 ;
1598 [label="X[0] <= 7.925\ngini = 0.794\nsamples = 60\nvalue = [7, 5, 8, 6, 21, 11, 0, 2]"] ;
1597 -> 1598 ;
1599 [label="gini = 0.77\nsamples = 31\nvalue = [2, 0, 6, 4, 10, 8, 0, 1]"] ;
1598 -> 1599 ;
1600 [label="gini = 0.775\nsamples = 29\nvalue = [5, 5, 2, 2, 11, 3, 0, 1]"] ;
1598 -> 1600 ;
1601 [label="X[0] <= 7.945\ngini = 0.763\nsamples = 55\nvalue = [2, 1, 8, 11, 21, 9, 2, 1]"] ;
1597 -> 1601 ;
1602 [label="gini = 0.716\nsamples = 30\nvalue = [1, 0, 5, 6, 13, 5, 0, 0]"] ;
1601 -> 1602 ;
1603 [label="gini = 0.806\nsamples = 25\nvalue = [1, 1, 3, 5, 8, 4, 2, 1]"] ;
1601 -> 1603 ;
1604 [label="X[0] <= 7.975\ngini = 0.764\nsamples = 1010\nvalue = [90, 87, 135, 109, 424, 116, 40, 9]"] ;
1592 -> 1604 ;
1605 [label="X[0] <= 7.965\ngini = 0.813\nsamples = 60\nvalue = [7, 8, 7, 6, 20, 7, 5, 0]"] ;
1604 -> 1605 ;
1606 [label="gini = 0.812\nsamples = 36\nvalue = [3, 5, 4, 3, 12, 4, 5, 0]"] ;
1605 -> 1606 ;
1607 [label="gini = 0.799\nsamples = 24\nvalue = [4, 3, 3, 3, 8, 3, 0, 0]"] ;
1605 -> 1607 ;
1608 [label="X[0] <= 8.095\ngini = 0.76\nsamples = 950\nvalue = [83, 79, 128, 103, 404, 109, 35, 9]"] ;
1604 -> 1608 ;
1609 [label="X[0] <= 8.045\ngini = 0.746\nsamples = 503\nvalue = [45, 44, 71, 51, 223, 51, 15, 3]"] ;
1608 -> 1609 ;
1610 [label="X[0] <= 8.015\ngini = 0.75\nsamples = 383\nvalue = [35, 36, 44, 45, 169, 38, 13, 3]"] ;
1609 -> 1610 ;
1611 [label="X[0] <= 7.985\ngini = 0.762\nsamples = 317\nvalue = [29, 32, 38, 40, 134, 30, 12, 2]"] ;
1610 -> 1611 ;
1612 [label="gini = 0.702\nsamples = 29\nvalue = [0, 3, 4, 2, 14, 5, 1, 0]"] ;
1611 -> 1612 ;
1613 [label="X[0] <= 7.995\ngini = 0.766\nsamples = 288\nvalue = [29, 29, 34, 38, 120, 25, 11, 2]"] ;
1611 -> 1613 ;
1614 [label="gini = 0.689\nsamples = 28\nvalue = [5, 3, 2, 3, 14, 1, 0, 0]"] ;
1613 -> 1614 ;
1615 [label="X[0] <= 8.005\ngini = 0.772\nsamples = 260\nvalue = [24, 26, 32, 35, 106, 24, 11, 2]"] ;
1613 -> 1615 ;
1616 [label="gini = 0.768\nsamples = 234\nvalue = [20, 21, 30, 31, 97, 22, 11, 2]"] ;
1615 -> 1616 ;
1617 [label="gini = 0.784\nsamples = 26\nvalue = [4, 5, 2, 4, 9, 2, 0, 0]"] ;
1615 -> 1617 ;
1618 [label="X[0] <= 8.035\ngini = 0.678\nsamples = 66\nvalue = [6, 4, 6, 5, 35, 8, 1, 1]"] ;
1610 -> 1618 ;
1619 [label="X[0] <= 8.025\ngini = 0.701\nsamples = 42\nvalue = [5, 2, 4, 4, 21, 5, 1, 0]"] ;
1618 -> 1619 ;
1620 [label="gini = 0.676\nsamples = 21\nvalue = [3, 1, 1, 1, 11, 3, 1, 0]"] ;
1619 -> 1620 ;
1621 [label="gini = 0.712\nsamples = 21\nvalue = [2, 1, 3, 3, 10, 2, 0, 0]"] ;
1619 -> 1621 ;
1622 [label="gini = 0.625\nsamples = 24\nvalue = [1, 2, 2, 1, 14, 3, 0, 1]"] ;
1618 -> 1622 ;
1623 [label="X[0] <= 8.055\ngini = 0.721\nsamples = 120\nvalue = [10, 8, 27, 6, 54, 13, 2, 0]"] ;
1609 -> 1623 ;
1624 [label="gini = 0.687\nsamples = 35\nvalue = [0, 1, 10, 3, 16, 4, 1, 0]"] ;
1623 -> 1624 ;
1625 [label="X[0] <= 8.065\ngini = 0.727\nsamples = 85\nvalue = [10, 7, 17, 3, 38, 9, 1, 0]"] ;
1623 -> 1625 ;
1626 [label="gini = 0.787\nsamples = 29\nvalue = [6, 3, 5, 2, 10, 2, 1, 0]"] ;
1625 -> 1626 ;
1627 [label="X[0] <= 8.075\ngini = 0.678\nsamples = 56\nvalue = [4, 4, 12, 1, 28, 7, 0, 0]"] ;
1625 -> 1627 ;
1628 [label="gini = 0.492\nsamples = 16\nvalue = [0, 2, 2, 0, 11, 1, 0, 0]"] ;
1627 -> 1628 ;
1629 [label="X[0] <= 8.085\ngini = 0.721\nsamples = 40\nvalue = [4, 2, 10, 1, 17, 6, 0, 0]"] ;
1627 -> 1629 ;
1630 [label="gini = 0.76\nsamples = 22\nvalue = [3, 1, 5, 1, 8, 4, 0, 0]"] ;
1629 -> 1630 ;
1631 [label="gini = 0.654\nsamples = 18\nvalue = [1, 1, 5, 0, 9, 2, 0, 0]"] ;
1629 -> 1631 ;
1632 [label="X[0] <= 8.175\ngini = 0.774\nsamples = 447\nvalue = [38, 35, 57, 52, 181, 58, 20, 6]"] ;
1608 -> 1632 ;
1633 [label="X[0] <= 8.125\ngini = 0.779\nsamples = 408\nvalue = [36, 31, 52, 51, 162, 51, 19, 6]"] ;
1632 -> 1633 ;
1634 [label="X[0] <= 8.105\ngini = 0.778\nsamples = 274\nvalue = [23, 25, 35, 28, 110, 35, 12, 6]"] ;
1633 -> 1634 ;
1635 [label="gini = 0.784\nsamples = 222\nvalue = [19, 19, 31, 23, 87, 27, 10, 6]"] ;
1634 -> 1635 ;
1636 [label="X[0] <= 8.115\ngini = 0.745\nsamples = 52\nvalue = [4, 6, 4, 5, 23, 8, 2, 0]"] ;
1634 -> 1636 ;
1637 [label="gini = 0.643\nsamples = 23\nvalue = [1, 2, 1, 2, 13, 3, 1, 0]"] ;
1636 -> 1637 ;
1638 [label="gini = 0.799\nsamples = 29\nvalue = [3, 4, 3, 3, 10, 5, 1, 0]"] ;
1636 -> 1638 ;
1639 [label="X[0] <= 8.145\ngini = 0.775\nsamples = 134\nvalue = [13, 6, 17, 23, 52, 16, 7, 0]"] ;
1633 -> 1639 ;
1640 [label="X[0] <= 8.135\ngini = 0.796\nsamples = 51\nvalue = [3, 4, 7, 10, 17, 8, 2, 0]"] ;
1639 -> 1640 ;
1641 [label="gini = 0.776\nsamples = 27\nvalue = [2, 2, 3, 6, 10, 3, 1, 0]"] ;
1640 -> 1641 ;
1642 [label="gini = 0.806\nsamples = 24\nvalue = [1, 2, 4, 4, 7, 5, 1, 0]"] ;
1640 -> 1642 ;
1643 [label="X[0] <= 8.155\ngini = 0.755\nsamples = 83\nvalue = [10, 2, 10, 13, 35, 8, 5, 0]"] ;
1639 -> 1643 ;
1644 [label="gini = 0.731\nsamples = 30\nvalue = [3, 2, 2, 4, 14, 2, 3, 0]"] ;
1643 -> 1644 ;
1645 [label="X[0] <= 8.165\ngini = 0.76\nsamples = 53\nvalue = [7, 0, 8, 9, 21, 6, 2, 0]"] ;
1643 -> 1645 ;
1646 [label="gini = 0.778\nsamples = 25\nvalue = [5, 0, 5, 3, 8, 4, 0, 0]"] ;
1645 -> 1646 ;
1647 [label="gini = 0.712\nsamples = 28\nvalue = [2, 0, 3, 6, 13, 2, 2, 0]"] ;
1645 -> 1647 ;
1648 [label="X[0] <= 8.185\ngini = 0.7\nsamples = 39\nvalue = [2, 4, 5, 1, 19, 7, 1, 0]"] ;
1632 -> 1648 ;
1649 [label="gini = 0.707\nsamples = 23\nvalue = [2, 3, 2, 1, 11, 4, 0, 0]"] ;
1648 -> 1649 ;
1650 [label="gini = 0.672\nsamples = 16\nvalue = [0, 1, 3, 0, 8, 3, 1, 0]"] ;
1648 -> 1650 ;
1651 [label="X[0] <= 8.385\ngini = 0.756\nsamples = 3481\nvalue = [284, 301, 374, 496, 1501, 349, 149, 27]"] ;
1591 -> 1651 ;
1652 [label="X[0] <= 8.205\ngini = 0.733\nsamples = 813\nvalue = [72, 64, 86, 102, 377, 80, 26, 6]"] ;
1651 -> 1652 ;
1653 [label="gini = 0.721\nsamples = 227\nvalue = [21, 16, 20, 39, 107, 17, 5, 2]"] ;
1652 -> 1653 ;
1654 [label="X[0] <= 8.375\ngini = 0.736\nsamples = 586\nvalue = [51, 48, 66, 63, 270, 63, 21, 4]"] ;
1652 -> 1654 ;
1655 [label="X[0] <= 8.235\ngini = 0.737\nsamples = 564\nvalue = [50, 47, 65, 62, 259, 57, 20, 4]"] ;
1654 -> 1655 ;
1656 [label="X[0] <= 8.215\ngini = 0.743\nsamples = 76\nvalue = [2, 8, 10, 9, 33, 12, 2, 0]"] ;
1655 -> 1656 ;
1657 [label="gini = 0.713\nsamples = 27\nvalue = [1, 3, 3, 2, 13, 4, 1, 0]"] ;
1656 -> 1657 ;
1658 [label="X[0] <= 8.225\ngini = 0.755\nsamples = 49\nvalue = [1, 5, 7, 7, 20, 8, 1, 0]"] ;
1656 -> 1658 ;
1659 [label="gini = 0.78\nsamples = 30\nvalue = [1, 3, 4, 5, 11, 5, 1, 0]"] ;
1658 -> 1659 ;
1660 [label="gini = 0.704\nsamples = 19\nvalue = [0, 2, 3, 2, 9, 3, 0, 0]"] ;
1658 -> 1660 ;
1661 [label="X[0] <= 8.265\ngini = 0.735\nsamples = 488\nvalue = [48, 39, 55, 53, 226, 45, 18, 4]"] ;
1655 -> 1661 ;
1662 [label="X[0] <= 8.245\ngini = 0.659\nsamples = 67\nvalue = [6, 5, 7, 6, 37, 2, 3, 1]"] ;
1661 -> 1662 ;
1663 [label="gini = 0.711\nsamples = 15\nvalue = [1, 2, 3, 0, 7, 0, 1, 1]"] ;
1662 -> 1663 ;
1664 [label="X[0] <= 8.255\ngini = 0.632\nsamples = 52\nvalue = [5, 3, 4, 6, 30, 2, 2, 0]"] ;
1662 -> 1664 ;
1665 [label="gini = 0.611\nsamples = 29\nvalue = [4, 1, 2, 4, 17, 1, 0, 0]"] ;
1664 -> 1665 ;
1666 [label="gini = 0.647\nsamples = 23\nvalue = [1, 2, 2, 2, 13, 1, 2, 0]"] ;
1664 -> 1666 ;
1667 [label="X[0] <= 8.345\ngini = 0.745\nsamples = 421\nvalue = [42, 34, 48, 47, 189, 43, 15, 3]"] ;
1661 -> 1667 ;
1668 [label="X[0] <= 8.325\ngini = 0.753\nsamples = 375\nvalue = [39, 30, 43, 44, 164, 39, 13, 3]"] ;
1667 -> 1668 ;
1669 [label="X[0] <= 8.305\ngini = 0.752\nsamples = 329\nvalue = [30, 27, 38, 38, 144, 38, 11, 3]"] ;
1668 -> 1669 ;
1670 [label="X[0] <= 8.285\ngini = 0.751\nsamples = 277\nvalue = [25, 23, 28, 36, 122, 30, 10, 3]"] ;
1669 -> 1670 ;
1671 [label="X[0] <= 8.275\ngini = 0.771\nsamples = 54\nvalue = [4, 7, 4, 7, 22, 7, 2, 1]"] ;
1670 -> 1671 ;
1672 [label="gini = 0.716\nsamples = 29\nvalue = [3, 3, 2, 2, 14, 4, 1, 0]"] ;
1671 -> 1672 ;
1673 [label="gini = 0.806\nsamples = 25\nvalue = [1, 4, 2, 5, 8, 3, 1, 1]"] ;
1671 -> 1673 ;
1674 [label="X[0] <= 8.295\ngini = 0.744\nsamples = 223\nvalue = [21, 16, 24, 29, 100, 23, 8, 2]"] ;
1670 -> 1674 ;
1675 [label="gini = 0.746\nsamples = 25\nvalue = [2, 2, 3, 4, 11, 2, 0, 1]"] ;
1674 -> 1675 ;
1676 [label="gini = 0.744\nsamples = 198\nvalue = [19, 14, 21, 25, 89, 21, 8, 1]"] ;
1674 -> 1676 ;
1677 [label="X[0] <= 8.315\ngini = 0.743\nsamples = 52\nvalue = [5, 4, 10, 2, 22, 8, 1, 0]"] ;
1669 -> 1677 ;
1678 [label="gini = 0.731\nsamples = 26\nvalue = [2, 2, 6, 0, 11, 4, 1, 0]"] ;
1677 -> 1678 ;
1679 [label="gini = 0.749\nsamples = 26\nvalue = [3, 2, 4, 2, 11, 4, 0, 0]"] ;
1677 -> 1679 ;
1680 [label="X[0] <= 8.335\ngini = 0.737\nsamples = 46\nvalue = [9, 3, 5, 6, 20, 1, 2, 0]"] ;
1668 -> 1680 ;
1681 [label="gini = 0.703\nsamples = 21\nvalue = [3, 1, 1, 4, 10, 0, 2, 0]"] ;
1680 -> 1681 ;
1682 [label="gini = 0.742\nsamples = 25\nvalue = [6, 2, 4, 2, 10, 1, 0, 0]"] ;
1680 -> 1682 ;
1683 [label="X[0] <= 8.355\ngini = 0.667\nsamples = 46\nvalue = [3, 4, 5, 3, 25, 4, 2, 0]"] ;
1667 -> 1683 ;
1684 [label="gini = 0.597\nsamples = 12\nvalue = [2, 1, 2, 0, 7, 0, 0, 0]"] ;
1683 -> 1684 ;
1685 [label="X[0] <= 8.365\ngini = 0.678\nsamples = 34\nvalue = [1, 3, 3, 3, 18, 4, 2, 0]"] ;
1683 -> 1685 ;
1686 [label="gini = 0.681\nsamples = 23\nvalue = [1, 3, 2, 1, 12, 3, 1, 0]"] ;
1685 -> 1686 ;
1687 [label="gini = 0.645\nsamples = 11\nvalue = [0, 0, 1, 2, 6, 1, 1, 0]"] ;
1685 -> 1687 ;
1688 [label="gini = 0.665\nsamples = 22\nvalue = [1, 1, 1, 1, 11, 6, 1, 0]"] ;
1654 -> 1688 ;
1689 [label="X[0] <= 8.515\ngini = 0.762\nsamples = 2668\nvalue = [212, 237, 288, 394, 1124, 269, 123, 21]"] ;
1651 -> 1689 ;
1690 [label="X[0] <= 8.495\ngini = 0.785\nsamples = 594\nvalue = [46, 59, 62, 116, 220, 61, 26, 4]"] ;
1689 -> 1690 ;
1691 [label="X[0] <= 8.405\ngini = 0.767\nsamples = 403\nvalue = [27, 35, 40, 80, 161, 40, 17, 3]"] ;
1690 -> 1691 ;
1692 [label="X[0] <= 8.395\ngini = 0.785\nsamples = 211\nvalue = [10, 20, 26, 45, 75, 26, 7, 2]"] ;
1691 -> 1692 ;
1693 [label="gini = 0.75\nsamples = 16\nvalue = [0, 3, 1, 4, 6, 1, 1, 0]"] ;
1692 -> 1693 ;
1694 [label="gini = 0.786\nsamples = 195\nvalue = [10, 17, 25, 41, 69, 25, 6, 2]"] ;
1692 -> 1694 ;
1695 [label="X[0] <= 8.475\ngini = 0.739\nsamples = 192\nvalue = [17, 15, 14, 35, 86, 14, 10, 1]"] ;
1691 -> 1695 ;
1696 [label="X[0] <= 8.465\ngini = 0.733\nsamples = 140\nvalue = [13, 12, 9, 20, 65, 13, 7, 1]"] ;
1695 -> 1696 ;
1697 [label="X[0] <= 8.435\ngini = 0.737\nsamples = 113\nvalue = [11, 7, 9, 19, 51, 11, 5, 0]"] ;
1696 -> 1697 ;
1698 [label="X[0] <= 8.425\ngini = 0.71\nsamples = 59\nvalue = [8, 4, 3, 6, 29, 6, 3, 0]"] ;
1697 -> 1698 ;
1699 [label="X[0] <= 8.415\ngini = 0.658\nsamples = 38\nvalue = [4, 2, 2, 4, 21, 3, 2, 0]"] ;
1698 -> 1699 ;
1700 [label="gini = 0.681\nsamples = 19\nvalue = [1, 2, 1, 2, 10, 2, 1, 0]"] ;
1699 -> 1700 ;
1701 [label="gini = 0.62\nsamples = 19\nvalue = [3, 0, 1, 2, 11, 1, 1, 0]"] ;
1699 -> 1701 ;
1702 [label="gini = 0.776\nsamples = 21\nvalue = [4, 2, 1, 2, 8, 3, 1, 0]"] ;
1698 -> 1702 ;
1703 [label="X[0] <= 8.455\ngini = 0.748\nsamples = 54\nvalue = [3, 3, 6, 13, 22, 5, 2, 0]"] ;
1697 -> 1703 ;
1704 [label="X[0] <= 8.445\ngini = 0.725\nsamples = 34\nvalue = [2, 2, 3, 10, 14, 1, 2, 0]"] ;
1703 -> 1704 ;
1705 [label="gini = 0.671\nsamples = 17\nvalue = [2, 1, 1, 5, 8, 0, 0, 0]"] ;
1704 -> 1705 ;
1706 [label="gini = 0.754\nsamples = 17\nvalue = [0, 1, 2, 5, 6, 1, 2, 0]"] ;
1704 -> 1706 ;
1707 [label="gini = 0.75\nsamples = 20\nvalue = [1, 1, 3, 3, 8, 4, 0, 0]"] ;
1703 -> 1707 ;
1708 [label="gini = 0.678\nsamples = 27\nvalue = [2, 5, 0, 1, 14, 2, 2, 1]"] ;
1696 -> 1708 ;
1709 [label="X[0] <= 8.485\ngini = 0.732\nsamples = 52\nvalue = [4, 3, 5, 15, 21, 1, 3, 0]"] ;
1695 -> 1709 ;
1710 [label="gini = 0.72\nsamples = 25\nvalue = [1, 1, 2, 8, 10, 1, 2, 0]"] ;
1709 -> 1710 ;
1711 [label="gini = 0.735\nsamples = 27\nvalue = [3, 2, 3, 7, 11, 0, 1, 0]"] ;
1709 -> 1711 ;
1712 [label="X[0] <= 8.505\ngini = 0.816\nsamples = 191\nvalue = [19, 24, 22, 36, 59, 21, 9, 1]"] ;
1690 -> 1712 ;
1713 [label="gini = 0.815\nsamples = 175\nvalue = [16, 22, 20, 34, 54, 19, 9, 1]"] ;
1712 -> 1713 ;
1714 [label="gini = 0.805\nsamples = 16\nvalue = [3, 2, 2, 2, 5, 2, 0, 0]"] ;
1712 -> 1714 ;
1715 [label="X[0] <= 9.205\ngini = 0.754\nsamples = 2074\nvalue = [166, 178, 226, 278, 904, 208, 97, 17]"] ;
1689 -> 1715 ;
1716 [label="X[0] <= 9.145\ngini = 0.756\nsamples = 2007\nvalue = [162, 178, 215, 271, 868, 202, 94, 17]"] ;
1715 -> 1716 ;
1717 [label="X[0] <= 9.115\ngini = 0.75\nsamples = 1807\nvalue = [145, 155, 191, 247, 798, 175, 83, 13]"] ;
1716 -> 1717 ;
1718 [label="X[0] <= 8.635\ngini = 0.753\nsamples = 1771\nvalue = [145, 155, 186, 244, 774, 171, 83, 13]"] ;
1717 -> 1718 ;
1719 [label="X[0] <= 8.555\ngini = 0.735\nsamples = 358\nvalue = [23, 36, 32, 62, 162, 30, 11, 2]"] ;
1718 -> 1719 ;
1720 [label="X[0] <= 8.525\ngini = 0.688\nsamples = 91\nvalue = [5, 8, 8, 17, 46, 4, 3, 0]"] ;
1719 -> 1720 ;
1721 [label="gini = 0.701\nsamples = 32\nvalue = [4, 2, 3, 4, 16, 1, 2, 0]"] ;
1720 -> 1721 ;
1722 [label="X[0] <= 8.535\ngini = 0.672\nsamples = 59\nvalue = [1, 6, 5, 13, 30, 3, 1, 0]"] ;
1720 -> 1722 ;
1723 [label="gini = 0.727\nsamples = 22\nvalue = [0, 2, 3, 6, 9, 1, 1, 0]"] ;
1722 -> 1723 ;
1724 [label="X[0] <= 8.545\ngini = 0.624\nsamples = 37\nvalue = [1, 4, 2, 7, 21, 2, 0, 0]"] ;
1722 -> 1724 ;
1725 [label="gini = 0.62\nsamples = 19\nvalue = [1, 2, 1, 3, 11, 1, 0, 0]"] ;
1724 -> 1725 ;
1726 [label="gini = 0.623\nsamples = 18\nvalue = [0, 2, 1, 4, 10, 1, 0, 0]"] ;
1724 -> 1726 ;
1727 [label="X[0] <= 8.565\ngini = 0.749\nsamples = 267\nvalue = [18, 28, 24, 45, 116, 26, 8, 2]"] ;
1719 -> 1727 ;
1728 [label="gini = 0.797\nsamples = 25\nvalue = [2, 3, 1, 3, 8, 6, 2, 0]"] ;
1727 -> 1728 ;
1729 [label="X[0] <= 8.595\ngini = 0.739\nsamples = 242\nvalue = [16, 25, 23, 42, 108, 20, 6, 2]"] ;
1727 -> 1729 ;
1730 [label="X[0] <= 8.585\ngini = 0.696\nsamples = 46\nvalue = [4, 3, 8, 4, 23, 3, 1, 0]"] ;
1729 -> 1730 ;
1731 [label="X[0] <= 8.575\ngini = 0.719\nsamples = 28\nvalue = [2, 2, 5, 4, 13, 1, 1, 0]"] ;
1730 -> 1731 ;
1732 [label="gini = 0.722\nsamples = 13\nvalue = [2, 1, 2, 1, 6, 1, 0, 0]"] ;
1731 -> 1732 ;
1733 [label="gini = 0.693\nsamples = 15\nvalue = [0, 1, 3, 3, 7, 0, 1, 0]"] ;
1731 -> 1733 ;
1734 [label="gini = 0.636\nsamples = 18\nvalue = [2, 1, 3, 0, 10, 2, 0, 0]"] ;
1730 -> 1734 ;
1735 [label="X[0] <= 8.615\ngini = 0.744\nsamples = 196\nvalue = [12, 22, 15, 38, 85, 17, 5, 2]"] ;
1729 -> 1735 ;
1736 [label="X[0] <= 8.605\ngini = 0.757\nsamples = 169\nvalue = [11, 18, 14, 34, 70, 15, 5, 2]"] ;
1735 -> 1736 ;
1737 [label="gini = 0.753\nsamples = 155\nvalue = [11, 16, 14, 31, 65, 13, 3, 2]"] ;
1736 -> 1737 ;
1738 [label="gini = 0.765\nsamples = 14\nvalue = [0, 2, 0, 3, 5, 2, 2, 0]"] ;
1736 -> 1738 ;
1739 [label="X[0] <= 8.625\ngini = 0.639\nsamples = 27\nvalue = [1, 4, 1, 4, 15, 2, 0, 0]"] ;
1735 -> 1739 ;
1740 [label="gini = 0.58\nsamples = 10\nvalue = [0, 1, 0, 2, 6, 1, 0, 0]"] ;
1739 -> 1740 ;
1741 [label="gini = 0.664\nsamples = 17\nvalue = [1, 3, 1, 2, 9, 1, 0, 0]"] ;
1739 -> 1741 ;
1742 [label="X[0] <= 8.755\ngini = 0.757\nsamples = 1413\nvalue = [122, 119, 154, 182, 612, 141, 72, 11]"] ;
1718 -> 1742 ;
1743 [label="X[0] <= 8.705\ngini = 0.757\nsamples = 325\nvalue = [36, 17, 45, 45, 138, 24, 20, 0]"] ;
1742 -> 1743 ;
1744 [label="X[0] <= 8.695\ngini = 0.768\nsamples = 249\nvalue = [26, 16, 37, 31, 102, 20, 17, 0]"] ;
1743 -> 1744 ;
1745 [label="X[0] <= 8.685\ngini = 0.737\nsamples = 99\nvalue = [13, 7, 13, 10, 45, 6, 5, 0]"] ;
1744 -> 1745 ;
1746 [label="X[0] <= 8.645\ngini = 0.748\nsamples = 84\nvalue = [11, 5, 10, 10, 37, 6, 5, 0]"] ;
1745 -> 1746 ;
1747 [label="gini = 0.658\nsamples = 15\nvalue = [0, 1, 3, 1, 8, 1, 1, 0]"] ;
1746 -> 1747 ;
1748 [label="X[0] <= 8.665\ngini = 0.759\nsamples = 69\nvalue = [11, 4, 7, 9, 29, 5, 4, 0]"] ;
1746 -> 1748 ;
1749 [label="X[0] <= 8.655\ngini = 0.792\nsamples = 35\nvalue = [8, 3, 3, 4, 12, 3, 2, 0]"] ;
1748 -> 1749 ;
1750 [label="gini = 0.753\nsamples = 19\nvalue = [3, 1, 2, 3, 8, 1, 1, 0]"] ;
1749 -> 1750 ;
1751 [label="gini = 0.797\nsamples = 16\nvalue = [5, 2, 1, 1, 4, 2, 1, 0]"] ;
1749 -> 1751 ;
1752 [label="X[0] <= 8.675\ngini = 0.699\nsamples = 34\nvalue = [3, 1, 4, 5, 17, 2, 2, 0]"] ;
1748 -> 1752 ;
1753 [label="gini = 0.636\nsamples = 18\nvalue = [0, 0, 3, 2, 10, 2, 1, 0]"] ;
1752 -> 1753 ;
1754 [label="gini = 0.727\nsamples = 16\nvalue = [3, 1, 1, 3, 7, 0, 1, 0]"] ;
1752 -> 1754 ;
1755 [label="gini = 0.64\nsamples = 15\nvalue = [2, 2, 3, 0, 8, 0, 0, 0]"] ;
1745 -> 1755 ;
1756 [label="gini = 0.784\nsamples = 150\nvalue = [13, 9, 24, 21, 57, 14, 12, 0]"] ;
1744 -> 1756 ;
1757 [label="X[0] <= 8.715\ngini = 0.709\nsamples = 76\nvalue = [10, 1, 8, 14, 36, 4, 3, 0]"] ;
1743 -> 1757 ;
1758 [label="gini = 0.7\nsamples = 10\nvalue = [2, 0, 0, 4, 3, 0, 1, 0]"] ;
1757 -> 1758 ;
1759 [label="X[0] <= 8.725\ngini = 0.693\nsamples = 66\nvalue = [8, 1, 8, 10, 33, 4, 2, 0]"] ;
1757 -> 1759 ;
1760 [label="gini = 0.567\nsamples = 21\nvalue = [4, 0, 1, 2, 13, 0, 1, 0]"] ;
1759 -> 1760 ;
1761 [label="X[0] <= 8.735\ngini = 0.73\nsamples = 45\nvalue = [4, 1, 7, 8, 20, 4, 1, 0]"] ;
1759 -> 1761 ;
1762 [label="gini = 0.651\nsamples = 17\nvalue = [1, 1, 3, 3, 9, 0, 0, 0]"] ;
1761 -> 1762 ;
1763 [label="X[0] <= 8.745\ngini = 0.76\nsamples = 28\nvalue = [3, 0, 4, 5, 11, 4, 1, 0]"] ;
1761 -> 1763 ;
1764 [label="gini = 0.735\nsamples = 14\nvalue = [1, 0, 1, 3, 5, 4, 0, 0]"] ;
1763 -> 1764 ;
1765 [label="gini = 0.724\nsamples = 14\nvalue = [2, 0, 3, 2, 6, 0, 1, 0]"] ;
1763 -> 1765 ;
1766 [label="X[0] <= 9.075\ngini = 0.755\nsamples = 1088\nvalue = [86, 102, 109, 137, 474, 117, 52, 11]"] ;
1742 -> 1766 ;
1767 [label="X[0] <= 8.905\ngini = 0.753\nsamples = 922\nvalue = [72, 82, 93, 109, 407, 98, 51, 10]"] ;
1766 -> 1767 ;
1768 [label="X[0] <= 8.785\ngini = 0.767\nsamples = 515\nvalue = [36, 56, 56, 64, 215, 54, 29, 5]"] ;
1767 -> 1768 ;
1769 [label="X[0] <= 8.775\ngini = 0.728\nsamples = 53\nvalue = [3, 5, 6, 4, 24, 10, 1, 0]"] ;
1768 -> 1769 ;
1770 [label="X[0] <= 8.765\ngini = 0.77\nsamples = 32\nvalue = [1, 4, 4, 3, 12, 7, 1, 0]"] ;
1769 -> 1770 ;
1771 [label="gini = 0.722\nsamples = 12\nvalue = [0, 1, 3, 1, 5, 2, 0, 0]"] ;
1770 -> 1771 ;
1772 [label="gini = 0.775\nsamples = 20\nvalue = [1, 3, 1, 2, 7, 5, 1, 0]"] ;
1770 -> 1772 ;
1773 [label="gini = 0.63\nsamples = 21\nvalue = [2, 1, 2, 1, 12, 3, 0, 0]"] ;
1769 -> 1773 ;
1774 [label="X[0] <= 8.815\ngini = 0.77\nsamples = 462\nvalue = [33, 51, 50, 60, 191, 44, 28, 5]"] ;
1768 -> 1774 ;
1775 [label="X[0] <= 8.805\ngini = 0.789\nsamples = 188\nvalue = [13, 18, 21, 30, 71, 19, 15, 1]"] ;
1774 -> 1775 ;
1776 [label="X[0] <= 8.795\ngini = 0.782\nsamples = 173\nvalue = [13, 16, 20, 29, 67, 16, 11, 1]"] ;
1775 -> 1776 ;
1777 [label="gini = 0.772\nsamples = 18\nvalue = [1, 5, 2, 2, 6, 2, 0, 0]"] ;
1776 -> 1777 ;
1778 [label="gini = 0.777\nsamples = 155\nvalue = [12, 11, 18, 27, 61, 14, 11, 1]"] ;
1776 -> 1778 ;
1779 [label="gini = 0.791\nsamples = 15\nvalue = [0, 2, 1, 1, 4, 3, 4, 0]"] ;
1775 -> 1779 ;
1780 [label="X[0] <= 8.895\ngini = 0.754\nsamples = 274\nvalue = [20, 33, 29, 30, 120, 25, 13, 4]"] ;
1774 -> 1780 ;
1781 [label="X[0] <= 8.825\ngini = 0.707\nsamples = 118\nvalue = [13, 12, 11, 7, 59, 8, 7, 1]"] ;
1780 -> 1781 ;
1782 [label="gini = 0.485\nsamples = 13\nvalue = [0, 0, 2, 0, 9, 1, 1, 0]"] ;
1781 -> 1782 ;
1783 [label="X[0] <= 8.885\ngini = 0.725\nsamples = 105\nvalue = [13, 12, 9, 7, 50, 7, 6, 1]"] ;
1781 -> 1783 ;
1784 [label="X[0] <= 8.835\ngini = 0.739\nsamples = 88\nvalue = [12, 10, 9, 5, 40, 6, 6, 0]"] ;
1783 -> 1784 ;
1785 [label="gini = 0.639\nsamples = 13\nvalue = [3, 0, 1, 1, 7, 0, 1, 0]"] ;
1784 -> 1785 ;
1786 [label="X[0] <= 8.845\ngini = 0.749\nsamples = 75\nvalue = [9, 10, 8, 4, 33, 6, 5, 0]"] ;
1784 -> 1786 ;
1787 [label="gini = 0.764\nsamples = 12\nvalue = [2, 2, 0, 1, 4, 3, 0, 0]"] ;
1786 -> 1787 ;
1788 [label="X[0] <= 8.855\ngini = 0.733\nsamples = 63\nvalue = [7, 8, 8, 3, 29, 3, 5, 0]"] ;
1786 -> 1788 ;
1789 [label="gini = 0.702\nsamples = 15\nvalue = [2, 3, 1, 0, 7, 0, 2, 0]"] ;
1788 -> 1789 ;
1790 [label="X[0] <= 8.865\ngini = 0.735\nsamples = 48\nvalue = [5, 5, 7, 3, 22, 3, 3, 0]"] ;
1788 -> 1790 ;
1791 [label="gini = 0.721\nsamples = 21\nvalue = [2, 2, 2, 1, 10, 3, 1, 0]"] ;
1790 -> 1791 ;
1792 [label="X[0] <= 8.875\ngini = 0.733\nsamples = 27\nvalue = [3, 3, 5, 2, 12, 0, 2, 0]"] ;
1790 -> 1792 ;
1793 [label="gini = 0.756\nsamples = 15\nvalue = [1, 1, 3, 2, 6, 0, 2, 0]"] ;
1792 -> 1793 ;
1794 [label="gini = 0.667\nsamples = 12\nvalue = [2, 2, 2, 0, 6, 0, 0, 0]"] ;
1792 -> 1794 ;
1795 [label="gini = 0.616\nsamples = 17\nvalue = [1, 2, 0, 2, 10, 1, 0, 1]"] ;
1783 -> 1795 ;
1796 [label="gini = 0.778\nsamples = 156\nvalue = [7, 21, 18, 23, 61, 17, 6, 3]"] ;
1780 -> 1796 ;
1797 [label="X[0] <= 8.955\ngini = 0.73\nsamples = 407\nvalue = [36, 26, 37, 45, 192, 44, 22, 5]"] ;
1767 -> 1797 ;
1798 [label="X[0] <= 8.925\ngini = 0.61\nsamples = 77\nvalue = [4, 3, 11, 5, 46, 4, 3, 1]"] ;
1797 -> 1798 ;
1799 [label="X[0] <= 8.915\ngini = 0.599\nsamples = 33\nvalue = [2, 2, 2, 4, 20, 3, 0, 0]"] ;
1798 -> 1799 ;
1800 [label="gini = 0.547\nsamples = 17\nvalue = [1, 2, 0, 2, 11, 1, 0, 0]"] ;
1799 -> 1800 ;
1801 [label="gini = 0.633\nsamples = 16\nvalue = [1, 0, 2, 2, 9, 2, 0, 0]"] ;
1799 -> 1801 ;
1802 [label="X[0] <= 8.935\ngini = 0.6\nsamples = 44\nvalue = [2, 1, 9, 1, 26, 1, 3, 1]"] ;
1798 -> 1802 ;
1803 [label="gini = 0.562\nsamples = 16\nvalue = [0, 0, 3, 1, 10, 1, 1, 0]"] ;
1802 -> 1803 ;
1804 [label="X[0] <= 8.945\ngini = 0.615\nsamples = 28\nvalue = [2, 1, 6, 0, 16, 0, 2, 1]"] ;
1802 -> 1804 ;
1805 [label="gini = 0.612\nsamples = 11\nvalue = [1, 0, 3, 0, 6, 0, 1, 0]"] ;
1804 -> 1805 ;
1806 [label="gini = 0.609\nsamples = 17\nvalue = [1, 1, 3, 0, 10, 0, 1, 1]"] ;
1804 -> 1806 ;
1807 [label="X[0] <= 9.065\ngini = 0.751\nsamples = 330\nvalue = [32, 23, 26, 40, 146, 40, 19, 4]"] ;
1797 -> 1807 ;
1808 [label="X[0] <= 8.965\ngini = 0.757\nsamples = 318\nvalue = [31, 23, 24, 40, 138, 39, 19, 4]"] ;
1807 -> 1808 ;
1809 [label="gini = 0.806\nsamples = 14\nvalue = [1, 3, 2, 2, 4, 2, 0, 0]"] ;
1808 -> 1809 ;
1810 [label="X[0] <= 8.995\ngini = 0.752\nsamples = 304\nvalue = [30, 20, 22, 38, 134, 37, 19, 4]"] ;
1808 -> 1810 ;
1811 [label="X[0] <= 8.975\ngini = 0.715\nsamples = 44\nvalue = [8, 1, 3, 2, 21, 4, 4, 1]"] ;
1810 -> 1811 ;
1812 [label="gini = 0.551\nsamples = 14\nvalue = [1, 1, 0, 2, 9, 0, 1, 0]"] ;
1811 -> 1812 ;
1813 [label="X[0] <= 8.985\ngini = 0.747\nsamples = 30\nvalue = [7, 0, 3, 0, 12, 4, 3, 1]"] ;
1811 -> 1813 ;
1814 [label="gini = 0.713\nsamples = 17\nvalue = [3, 0, 1, 0, 8, 2, 2, 1]"] ;
1813 -> 1814 ;
1815 [label="gini = 0.757\nsamples = 13\nvalue = [4, 0, 2, 0, 4, 2, 1, 0]"] ;
1813 -> 1815 ;
1816 [label="X[0] <= 9.015\ngini = 0.755\nsamples = 260\nvalue = [22, 19, 19, 36, 113, 33, 15, 3]"] ;
1810 -> 1816 ;
1817 [label="X[0] <= 9.005\ngini = 0.744\nsamples = 177\nvalue = [11, 14, 13, 29, 78, 24, 6, 2]"] ;
1816 -> 1817 ;
1818 [label="gini = 0.741\nsamples = 152\nvalue = [9, 13, 12, 23, 68, 20, 5, 2]"] ;
1817 -> 1818 ;
1819 [label="gini = 0.746\nsamples = 25\nvalue = [2, 1, 1, 6, 10, 4, 1, 0]"] ;
1817 -> 1819 ;
1820 [label="X[0] <= 9.035\ngini = 0.765\nsamples = 83\nvalue = [11, 5, 6, 7, 35, 9, 9, 1]"] ;
1816 -> 1820 ;
1821 [label="X[0] <= 9.025\ngini = 0.717\nsamples = 35\nvalue = [3, 2, 1, 3, 17, 3, 5, 1]"] ;
1820 -> 1821 ;
1822 [label="gini = 0.791\nsamples = 15\nvalue = [2, 1, 0, 2, 5, 2, 3, 0]"] ;
1821 -> 1822 ;
1823 [label="gini = 0.615\nsamples = 20\nvalue = [1, 1, 1, 1, 12, 1, 2, 1]"] ;
1821 -> 1823 ;
1824 [label="X[0] <= 9.045\ngini = 0.787\nsamples = 48\nvalue = [8, 3, 5, 4, 18, 6, 4, 0]"] ;
1820 -> 1824 ;
1825 [label="gini = 0.778\nsamples = 12\nvalue = [2, 1, 3, 0, 4, 1, 1, 0]"] ;
1824 -> 1825 ;
1826 [label="X[0] <= 9.055\ngini = 0.776\nsamples = 36\nvalue = [6, 2, 2, 4, 14, 5, 3, 0]"] ;
1824 -> 1826 ;
1827 [label="gini = 0.765\nsamples = 20\nvalue = [3, 1, 1, 3, 8, 3, 1, 0]"] ;
1826 -> 1827 ;
1828 [label="gini = 0.781\nsamples = 16\nvalue = [3, 1, 1, 1, 6, 2, 2, 0]"] ;
1826 -> 1828 ;
1829 [label="gini = 0.514\nsamples = 12\nvalue = [1, 0, 2, 0, 8, 1, 0, 0]"] ;
1807 -> 1829 ;
1830 [label="X[0] <= 9.085\ngini = 0.765\nsamples = 166\nvalue = [14, 20, 16, 28, 67, 19, 1, 1]"] ;
1766 -> 1830 ;
1831 [label="gini = 0.745\nsamples = 14\nvalue = [0, 3, 0, 4, 4, 3, 0, 0]"] ;
1830 -> 1831 ;
1832 [label="X[0] <= 9.095\ngini = 0.76\nsamples = 152\nvalue = [14, 17, 16, 24, 63, 16, 1, 1]"] ;
1830 -> 1832 ;
1833 [label="gini = 0.678\nsamples = 11\nvalue = [3, 2, 1, 0, 5, 0, 0, 0]"] ;
1832 -> 1833 ;
1834 [label="X[0] <= 9.105\ngini = 0.76\nsamples = 141\nvalue = [11, 15, 15, 24, 58, 16, 1, 1]"] ;
1832 -> 1834 ;
1835 [label="gini = 0.764\nsamples = 131\nvalue = [10, 14, 15, 23, 53, 14, 1, 1]"] ;
1834 -> 1835 ;
1836 [label="gini = 0.68\nsamples = 10\nvalue = [1, 1, 0, 1, 5, 2, 0, 0]"] ;
1834 -> 1836 ;
1837 [label="X[0] <= 9.125\ngini = 0.517\nsamples = 36\nvalue = [0, 0, 5, 3, 24, 4, 0, 0]"] ;
1717 -> 1837 ;
1838 [label="gini = 0.597\nsamples = 12\nvalue = [0, 0, 2, 2, 7, 1, 0, 0]"] ;
1837 -> 1838 ;
1839 [label="X[0] <= 9.135\ngini = 0.465\nsamples = 24\nvalue = [0, 0, 3, 1, 17, 3, 0, 0]"] ;
1837 -> 1839 ;
1840 [label="gini = 0.43\nsamples = 11\nvalue = [0, 0, 1, 0, 8, 2, 0, 0]"] ;
1839 -> 1840 ;
1841 [label="gini = 0.485\nsamples = 13\nvalue = [0, 0, 2, 1, 9, 1, 0, 0]"] ;
1839 -> 1841 ;
1842 [label="X[0] <= 9.155\ngini = 0.807\nsamples = 200\nvalue = [17, 23, 24, 24, 70, 27, 11, 4]"] ;
1716 -> 1842 ;
1843 [label="gini = 0.805\nsamples = 13\nvalue = [2, 3, 0, 3, 3, 1, 0, 1]"] ;
1842 -> 1843 ;
1844 [label="X[0] <= 9.165\ngini = 0.802\nsamples = 187\nvalue = [15, 20, 24, 21, 67, 26, 11, 3]"] ;
1842 -> 1844 ;
1845 [label="gini = 0.756\nsamples = 15\nvalue = [0, 3, 4, 1, 5, 2, 0, 0]"] ;
1844 -> 1845 ;
1846 [label="X[0] <= 9.185\ngini = 0.802\nsamples = 172\nvalue = [15, 17, 20, 20, 62, 24, 11, 3]"] ;
1844 -> 1846 ;
1847 [label="X[0] <= 9.175\ngini = 0.723\nsamples = 32\nvalue = [5, 3, 2, 2, 15, 4, 1, 0]"] ;
1846 -> 1847 ;
1848 [label="gini = 0.747\nsamples = 17\nvalue = [3, 3, 1, 1, 7, 2, 0, 0]"] ;
1847 -> 1848 ;
1849 [label="gini = 0.667\nsamples = 15\nvalue = [2, 0, 1, 1, 8, 2, 1, 0]"] ;
1847 -> 1849 ;
1850 [label="X[0] <= 9.195\ngini = 0.813\nsamples = 140\nvalue = [10, 14, 18, 18, 47, 20, 10, 3]"] ;
1846 -> 1850 ;
1851 [label="gini = 0.746\nsamples = 13\nvalue = [0, 1, 3, 4, 4, 0, 1, 0]"] ;
1850 -> 1851 ;
1852 [label="gini = 0.812\nsamples = 127\nvalue = [10, 13, 15, 14, 43, 20, 9, 3]"] ;
1850 -> 1852 ;
1853 [label="X[0] <= 9.215\ngini = 0.66\nsamples = 67\nvalue = [4, 0, 11, 7, 36, 6, 3, 0]"] ;
1715 -> 1853 ;
1854 [label="gini = 0.34\nsamples = 10\nvalue = [0, 0, 1, 1, 8, 0, 0, 0]"] ;
1853 -> 1854 ;
1855 [label="X[0] <= 9.225\ngini = 0.698\nsamples = 57\nvalue = [4, 0, 10, 6, 28, 6, 3, 0]"] ;
1853 -> 1855 ;
1856 [label="gini = 0.746\nsamples = 13\nvalue = [0, 0, 4, 1, 4, 3, 1, 0]"] ;
1855 -> 1856 ;
1857 [label="X[0] <= 9.245\ngini = 0.656\nsamples = 44\nvalue = [4, 0, 6, 5, 24, 3, 2, 0]"] ;
1855 -> 1857 ;
1858 [label="X[0] <= 9.235\ngini = 0.581\nsamples = 31\nvalue = [3, 0, 4, 4, 19, 1, 0, 0]"] ;
1857 -> 1858 ;
1859 [label="gini = 0.597\nsamples = 12\nvalue = [2, 0, 2, 1, 7, 0, 0, 0]"] ;
1858 -> 1859 ;
1860 [label="gini = 0.56\nsamples = 19\nvalue = [1, 0, 2, 3, 12, 1, 0, 0]"] ;
1858 -> 1860 ;
1861 [label="gini = 0.769\nsamples = 13\nvalue = [1, 0, 2, 1, 5, 2, 2, 0]"] ;
1857 -> 1861 ;
1862 [label="X[0] <= 9.455\ngini = 0.763\nsamples = 509\nvalue = [40, 51, 40, 61, 211, 84, 16, 6]"] ;
1590 -> 1862 ;
1863 [label="X[0] <= 9.275\ngini = 0.77\nsamples = 483\nvalue = [38, 49, 40, 60, 195, 80, 16, 5]"] ;
1862 -> 1863 ;
1864 [label="X[0] <= 9.265\ngini = 0.562\nsamples = 24\nvalue = [1, 1, 0, 3, 15, 4, 0, 0]"] ;
1863 -> 1864 ;
1865 [label="gini = 0.602\nsamples = 14\nvalue = [0, 1, 0, 2, 8, 3, 0, 0]"] ;
1864 -> 1865 ;
1866 [label="gini = 0.48\nsamples = 10\nvalue = [1, 0, 0, 1, 7, 1, 0, 0]"] ;
1864 -> 1866 ;
1867 [label="X[0] <= 9.375\ngini = 0.777\nsamples = 459\nvalue = [37, 48, 40, 57, 180, 76, 16, 5]"] ;
1863 -> 1867 ;
1868 [label="X[0] <= 9.355\ngini = 0.793\nsamples = 250\nvalue = [19, 24, 27, 30, 89, 48, 11, 2]"] ;
1867 -> 1868 ;
1869 [label="X[0] <= 9.345\ngini = 0.798\nsamples = 222\nvalue = [18, 23, 24, 29, 78, 39, 10, 1]"] ;
1868 -> 1869 ;
1870 [label="X[0] <= 9.315\ngini = 0.801\nsamples = 213\nvalue = [18, 22, 22, 28, 73, 39, 10, 1]"] ;
1869 -> 1870 ;
1871 [label="X[0] <= 9.305\ngini = 0.79\nsamples = 177\nvalue = [11, 18, 19, 24, 65, 30, 9, 1]"] ;
1870 -> 1871 ;
1872 [label="X[0] <= 9.285\ngini = 0.788\nsamples = 166\nvalue = [10, 18, 19, 21, 61, 29, 8, 0]"] ;
1871 -> 1872 ;
1873 [label="gini = 0.802\nsamples = 18\nvalue = [1, 3, 4, 2, 5, 3, 0, 0]"] ;
1872 -> 1873 ;
1874 [label="X[0] <= 9.295\ngini = 0.782\nsamples = 148\nvalue = [9, 15, 15, 19, 56, 26, 8, 0]"] ;
1872 -> 1874 ;
1875 [label="gini = 0.76\nsamples = 11\nvalue = [1, 0, 1, 1, 4, 3, 1, 0]"] ;
1874 -> 1875 ;
1876 [label="gini = 0.782\nsamples = 137\nvalue = [8, 15, 14, 18, 52, 23, 7, 0]"] ;
1874 -> 1876 ;
1877 [label="gini = 0.76\nsamples = 11\nvalue = [1, 0, 0, 3, 4, 1, 1, 1]"] ;
1871 -> 1877 ;
1878 [label="X[0] <= 9.335\ngini = 0.818\nsamples = 36\nvalue = [7, 4, 3, 4, 8, 9, 1, 0]"] ;
1870 -> 1878 ;
1879 [label="X[0] <= 9.325\ngini = 0.834\nsamples = 21\nvalue = [4, 3, 3, 2, 3, 5, 1, 0]"] ;
1878 -> 1879 ;
1880 [label="gini = 0.81\nsamples = 11\nvalue = [1, 2, 2, 1, 2, 3, 0, 0]"] ;
1879 -> 1880 ;
1881 [label="gini = 0.82\nsamples = 10\nvalue = [3, 1, 1, 1, 1, 2, 1, 0]"] ;
1879 -> 1881 ;
1882 [label="gini = 0.756\nsamples = 15\nvalue = [3, 1, 0, 2, 5, 4, 0, 0]"] ;
1878 -> 1882 ;
1883 [label="gini = 0.617\nsamples = 9\nvalue = [0, 1, 2, 1, 5, 0, 0, 0]"] ;
1869 -> 1883 ;
1884 [label="X[0] <= 9.365\ngini = 0.724\nsamples = 28\nvalue = [1, 1, 3, 1, 11, 9, 1, 1]"] ;
1868 -> 1884 ;
1885 [label="gini = 0.709\nsamples = 19\nvalue = [1, 1, 1, 1, 8, 6, 1, 0]"] ;
1884 -> 1885 ;
1886 [label="gini = 0.716\nsamples = 9\nvalue = [0, 0, 2, 0, 3, 3, 0, 1]"] ;
1884 -> 1886 ;
1887 [label="X[0] <= 9.395\ngini = 0.751\nsamples = 209\nvalue = [18, 24, 13, 27, 91, 28, 5, 3]"] ;
1867 -> 1887 ;
1888 [label="X[0] <= 9.385\ngini = 0.652\nsamples = 29\nvalue = [1, 4, 1, 3, 16, 3, 1, 0]"] ;
1887 -> 1888 ;
1889 [label="gini = 0.64\nsamples = 10\nvalue = [0, 1, 0, 1, 5, 3, 0, 0]"] ;
1888 -> 1889 ;
1890 [label="gini = 0.62\nsamples = 19\nvalue = [1, 3, 1, 2, 11, 0, 1, 0]"] ;
1888 -> 1890 ;
1891 [label="X[0] <= 9.425\ngini = 0.763\nsamples = 180\nvalue = [17, 20, 12, 24, 75, 25, 4, 3]"] ;
1887 -> 1891 ;
1892 [label="X[0] <= 9.405\ngini = 0.756\nsamples = 147\nvalue = [15, 17, 9, 18, 63, 19, 4, 2]"] ;
1891 -> 1892 ;
1893 [label="gini = 0.753\nsamples = 129\nvalue = [12, 15, 9, 15, 56, 17, 3, 2]"] ;
1892 -> 1893 ;
1894 [label="X[0] <= 9.415\ngini = 0.765\nsamples = 18\nvalue = [3, 2, 0, 3, 7, 2, 1, 0]"] ;
1892 -> 1894 ;
1895 [label="gini = 0.792\nsamples = 12\nvalue = [2, 1, 0, 2, 4, 2, 1, 0]"] ;
1894 -> 1895 ;
1896 [label="gini = 0.667\nsamples = 6\nvalue = [1, 1, 0, 1, 3, 0, 0, 0]"] ;
1894 -> 1896 ;
1897 [label="X[0] <= 9.435\ngini = 0.781\nsamples = 33\nvalue = [2, 3, 3, 6, 12, 6, 0, 1]"] ;
1891 -> 1897 ;
1898 [label="gini = 0.793\nsamples = 11\nvalue = [0, 2, 1, 1, 3, 3, 0, 1]"] ;
1897 -> 1898 ;
1899 [label="X[0] <= 9.445\ngini = 0.744\nsamples = 22\nvalue = [2, 1, 2, 5, 9, 3, 0, 0]"] ;
1897 -> 1899 ;
1900 [label="gini = 0.75\nsamples = 8\nvalue = [1, 0, 1, 2, 3, 1, 0, 0]"] ;
1899 -> 1900 ;
1901 [label="gini = 0.735\nsamples = 14\nvalue = [1, 1, 1, 3, 6, 2, 0, 0]"] ;
1899 -> 1901 ;
1902 [label="X[0] <= 9.465\ngini = 0.583\nsamples = 26\nvalue = [2, 2, 0, 1, 16, 4, 0, 1]"] ;
1862 -> 1902 ;
1903 [label="gini = 0.391\nsamples = 13\nvalue = [1, 0, 0, 1, 10, 1, 0, 0]"] ;
1902 -> 1903 ;
1904 [label="gini = 0.698\nsamples = 13\nvalue = [1, 2, 0, 0, 6, 3, 0, 1]"] ;
1902 -> 1904 ;
1905 [label="X[0] <= 13.105\ngini = 0.777\nsamples = 10889\nvalue = [890, 669, 1185, 2162, 4148, 1293, 440, 102]"] ;
1589 -> 1905 ;
1906 [label="X[0] <= 10.545\ngini = 0.794\nsamples = 6366\nvalue = [540, 444, 753, 1473, 2128, 733, 239, 56]"] ;
1905 -> 1906 ;
1907 [label="X[0] <= 10.515\ngini = 0.78\nsamples = 2138\nvalue = [194, 175, 206, 395, 821, 238, 95, 14]"] ;
1906 -> 1907 ;
1908 [label="X[0] <= 10.495\ngini = 0.782\nsamples = 2111\nvalue = [193, 175, 204, 393, 803, 235, 94, 14]"] ;
1907 -> 1908 ;
1909 [label="X[0] <= 10.475\ngini = 0.78\nsamples = 2010\nvalue = [188, 167, 187, 368, 773, 226, 88, 13]"] ;
1908 -> 1909 ;
1910 [label="X[0] <= 10.355\ngini = 0.781\nsamples = 1998\nvalue = [188, 167, 187, 367, 764, 224, 88, 13]"] ;
1909 -> 1910 ;
1911 [label="X[0] <= 10.305\ngini = 0.779\nsamples = 1788\nvalue = [163, 147, 172, 318, 695, 197, 84, 12]"] ;
1910 -> 1911 ;
1912 [label="X[0] <= 9.485\ngini = 0.778\nsamples = 1744\nvalue = [156, 143, 169, 315, 678, 192, 79, 12]"] ;
1911 -> 1912 ;
1913 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 3, 2, 1, 0, 0]"] ;
1912 -> 1913 ;
1914 [label="X[0] <= 9.495\ngini = 0.778\nsamples = 1738\nvalue = [156, 143, 169, 312, 676, 191, 79, 12]"] ;
1912 -> 1914 ;
1915 [label="gini = 0.735\nsamples = 7\nvalue = [2, 0, 1, 0, 2, 2, 0, 0]"] ;
1914 -> 1915 ;
1916 [label="X[0] <= 9.975\ngini = 0.778\nsamples = 1731\nvalue = [154, 143, 168, 312, 674, 189, 79, 12]"] ;
1914 -> 1916 ;
1917 [label="X[0] <= 9.735\ngini = 0.777\nsamples = 1033\nvalue = [95, 96, 102, 177, 406, 103, 45, 9]"] ;
1916 -> 1917 ;
1918 [label="X[0] <= 9.675\ngini = 0.78\nsamples = 593\nvalue = [51, 44, 61, 101, 229, 75, 27, 5]"] ;
1917 -> 1918 ;
1919 [label="X[0] <= 9.605\ngini = 0.766\nsamples = 445\nvalue = [41, 32, 42, 75, 182, 52, 18, 3]"] ;
1918 -> 1919 ;
1920 [label="X[0] <= 9.515\ngini = 0.778\nsamples = 354\nvalue = [32, 27, 37, 66, 136, 40, 14, 2]"] ;
1919 -> 1920 ;
1921 [label="X[0] <= 9.505\ngini = 0.761\nsamples = 141\nvalue = [11, 12, 13, 30, 57, 12, 5, 1]"] ;
1920 -> 1921 ;
1922 [label="gini = 0.763\nsamples = 132\nvalue = [9, 12, 12, 28, 53, 12, 5, 1]"] ;
1921 -> 1922 ;
1923 [label="gini = 0.691\nsamples = 9\nvalue = [2, 0, 1, 2, 4, 0, 0, 0]"] ;
1921 -> 1923 ;
1924 [label="X[0] <= 9.565\ngini = 0.787\nsamples = 213\nvalue = [21, 15, 24, 36, 79, 28, 9, 1]"] ;
1920 -> 1924 ;
1925 [label="X[0] <= 9.535\ngini = 0.808\nsamples = 56\nvalue = [11, 3, 8, 5, 18, 7, 3, 1]"] ;
1924 -> 1925 ;
1926 [label="X[0] <= 9.525\ngini = 0.754\nsamples = 26\nvalue = [4, 2, 4, 2, 11, 2, 1, 0]"] ;
1925 -> 1926 ;
1927 [label="gini = 0.716\nsamples = 9\nvalue = [1, 0, 2, 0, 4, 1, 1, 0]"] ;
1926 -> 1927 ;
1928 [label="gini = 0.754\nsamples = 17\nvalue = [3, 2, 2, 2, 7, 1, 0, 0]"] ;
1926 -> 1928 ;
1929 [label="X[0] <= 9.545\ngini = 0.829\nsamples = 30\nvalue = [7, 1, 4, 3, 7, 5, 2, 1]"] ;
1925 -> 1929 ;
1930 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 1, 3, 0, 0]"] ;
1929 -> 1930 ;
1931 [label="X[0] <= 9.555\ngini = 0.823\nsamples = 24\nvalue = [6, 1, 4, 2, 6, 2, 2, 1]"] ;
1929 -> 1931 ;
1932 [label="gini = 0.792\nsamples = 12\nvalue = [4, 1, 0, 1, 3, 1, 1, 1]"] ;
1931 -> 1932 ;
1933 [label="gini = 0.778\nsamples = 12\nvalue = [2, 0, 4, 1, 3, 1, 1, 0]"] ;
1931 -> 1933 ;
1934 [label="X[0] <= 9.595\ngini = 0.77\nsamples = 157\nvalue = [10, 12, 16, 31, 61, 21, 6, 0]"] ;
1924 -> 1934 ;
1935 [label="X[0] <= 9.575\ngini = 0.669\nsamples = 35\nvalue = [1, 2, 1, 5, 18, 7, 1, 0]"] ;
1934 -> 1935 ;
1936 [label="gini = 0.777\nsamples = 11\nvalue = [0, 1, 1, 2, 4, 2, 1, 0]"] ;
1935 -> 1936 ;
1937 [label="X[0] <= 9.585\ngini = 0.597\nsamples = 24\nvalue = [1, 1, 0, 3, 14, 5, 0, 0]"] ;
1935 -> 1937 ;
1938 [label="gini = 0.631\nsamples = 15\nvalue = [1, 1, 0, 1, 8, 4, 0, 0]"] ;
1937 -> 1938 ;
1939 [label="gini = 0.494\nsamples = 9\nvalue = [0, 0, 0, 2, 6, 1, 0, 0]"] ;
1937 -> 1939 ;
1940 [label="gini = 0.788\nsamples = 122\nvalue = [9, 10, 15, 26, 43, 14, 5, 0]"] ;
1934 -> 1940 ;
1941 [label="X[0] <= 9.655\ngini = 0.699\nsamples = 91\nvalue = [9, 5, 5, 9, 46, 12, 4, 1]"] ;
1919 -> 1941 ;
1942 [label="X[0] <= 9.645\ngini = 0.639\nsamples = 63\nvalue = [3, 4, 2, 5, 36, 8, 4, 1]"] ;
1941 -> 1942 ;
1943 [label="X[0] <= 9.615\ngini = 0.673\nsamples = 47\nvalue = [3, 2, 1, 5, 25, 7, 3, 1]"] ;
1942 -> 1943 ;
1944 [label="gini = 0.672\nsamples = 16\nvalue = [1, 1, 0, 3, 8, 3, 0, 0]"] ;
1943 -> 1944 ;
1945 [label="X[0] <= 9.635\ngini = 0.662\nsamples = 31\nvalue = [2, 1, 1, 2, 17, 4, 3, 1]"] ;
1943 -> 1945 ;
1946 [label="X[0] <= 9.625\ngini = 0.593\nsamples = 18\nvalue = [1, 0, 1, 0, 11, 2, 2, 1]"] ;
1945 -> 1946 ;
1947 [label="gini = 0.645\nsamples = 11\nvalue = [1, 0, 0, 0, 6, 2, 1, 1]"] ;
1946 -> 1947 ;
1948 [label="gini = 0.449\nsamples = 7\nvalue = [0, 0, 1, 0, 5, 0, 1, 0]"] ;
1946 -> 1948 ;
1949 [label="gini = 0.722\nsamples = 13\nvalue = [1, 1, 0, 2, 6, 2, 1, 0]"] ;
1945 -> 1949 ;
1950 [label="gini = 0.5\nsamples = 16\nvalue = [0, 2, 1, 0, 11, 1, 1, 0]"] ;
1942 -> 1950 ;
1951 [label="X[0] <= 9.665\ngini = 0.773\nsamples = 28\nvalue = [6, 1, 3, 4, 10, 4, 0, 0]"] ;
1941 -> 1951 ;
1952 [label="gini = 0.786\nsamples = 14\nvalue = [3, 0, 2, 2, 4, 3, 0, 0]"] ;
1951 -> 1952 ;
1953 [label="gini = 0.735\nsamples = 14\nvalue = [3, 1, 1, 2, 6, 1, 0, 0]"] ;
1951 -> 1953 ;
1954 [label="X[0] <= 9.685\ngini = 0.813\nsamples = 148\nvalue = [10, 12, 19, 26, 47, 23, 9, 2]"] ;
1918 -> 1954 ;
1955 [label="gini = 0.702\nsamples = 15\nvalue = [1, 1, 2, 0, 5, 6, 0, 0]"] ;
1954 -> 1955 ;
1956 [label="X[0] <= 9.725\ngini = 0.813\nsamples = 133\nvalue = [9, 11, 17, 26, 42, 17, 9, 2]"] ;
1954 -> 1956 ;
1957 [label="X[0] <= 9.715\ngini = 0.805\nsamples = 122\nvalue = [7, 11, 16, 24, 40, 16, 6, 2]"] ;
1956 -> 1957 ;
1958 [label="X[0] <= 9.705\ngini = 0.813\nsamples = 108\nvalue = [7, 10, 15, 22, 33, 14, 6, 1]"] ;
1957 -> 1958 ;
1959 [label="X[0] <= 9.695\ngini = 0.808\nsamples = 101\nvalue = [6, 9, 12, 21, 32, 14, 6, 1]"] ;
1958 -> 1959 ;
1960 [label="gini = 0.806\nsamples = 12\nvalue = [0, 2, 1, 3, 3, 2, 1, 0]"] ;
1959 -> 1960 ;
1961 [label="gini = 0.805\nsamples = 89\nvalue = [6, 7, 11, 18, 29, 12, 5, 1]"] ;
1959 -> 1961 ;
1962 [label="gini = 0.735\nsamples = 7\nvalue = [1, 1, 3, 1, 1, 0, 0, 0]"] ;
1958 -> 1962 ;
1963 [label="gini = 0.694\nsamples = 14\nvalue = [0, 1, 1, 2, 7, 2, 0, 1]"] ;
1957 -> 1963 ;
1964 [label="gini = 0.81\nsamples = 11\nvalue = [2, 0, 1, 2, 2, 1, 3, 0]"] ;
1956 -> 1964 ;
1965 [label="X[0] <= 9.915\ngini = 0.77\nsamples = 440\nvalue = [44, 52, 41, 76, 177, 28, 18, 4]"] ;
1917 -> 1965 ;
1966 [label="X[0] <= 9.795\ngini = 0.777\nsamples = 379\nvalue = [40, 43, 37, 70, 147, 22, 16, 4]"] ;
1965 -> 1966 ;
1967 [label="X[0] <= 9.745\ngini = 0.75\nsamples = 61\nvalue = [7, 6, 7, 6, 27, 2, 5, 1]"] ;
1966 -> 1967 ;
1968 [label="gini = 0.722\nsamples = 6\nvalue = [0, 1, 0, 2, 2, 0, 1, 0]"] ;
1967 -> 1968 ;
1969 [label="X[0] <= 9.775\ngini = 0.74\nsamples = 55\nvalue = [7, 5, 7, 4, 25, 2, 4, 1]"] ;
1967 -> 1969 ;
1970 [label="X[0] <= 9.765\ngini = 0.687\nsamples = 31\nvalue = [4, 1, 4, 2, 16, 2, 2, 0]"] ;
1969 -> 1970 ;
1971 [label="X[0] <= 9.755\ngini = 0.711\nsamples = 27\nvalue = [4, 1, 4, 2, 13, 2, 1, 0]"] ;
1970 -> 1971 ;
1972 [label="gini = 0.592\nsamples = 13\nvalue = [1, 1, 1, 1, 8, 0, 1, 0]"] ;
1971 -> 1972 ;
1973 [label="gini = 0.755\nsamples = 14\nvalue = [3, 0, 3, 1, 5, 2, 0, 0]"] ;
1971 -> 1973 ;
1974 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 1, 0]"] ;
1970 -> 1974 ;
1975 [label="X[0] <= 9.785\ngini = 0.785\nsamples = 24\nvalue = [3, 4, 3, 2, 9, 0, 2, 1]"] ;
1969 -> 1975 ;
1976 [label="gini = 0.72\nsamples = 10\nvalue = [1, 3, 0, 1, 4, 0, 0, 1]"] ;
1975 -> 1976 ;
1977 [label="gini = 0.776\nsamples = 14\nvalue = [2, 1, 3, 1, 5, 0, 2, 0]"] ;
1975 -> 1977 ;
1978 [label="X[0] <= 9.805\ngini = 0.779\nsamples = 318\nvalue = [33, 37, 30, 64, 120, 20, 11, 3]"] ;
1966 -> 1978 ;
1979 [label="gini = 0.797\nsamples = 97\nvalue = [9, 13, 12, 26, 28, 7, 2, 0]"] ;
1978 -> 1979 ;
1980 [label="X[0] <= 9.855\ngini = 0.762\nsamples = 221\nvalue = [24, 24, 18, 38, 92, 13, 9, 3]"] ;
1978 -> 1980 ;
1981 [label="X[0] <= 9.815\ngini = 0.653\nsamples = 52\nvalue = [5, 3, 6, 3, 29, 1, 4, 1]"] ;
1980 -> 1981 ;
1982 [label="gini = 0.756\nsamples = 15\nvalue = [0, 1, 2, 2, 6, 0, 3, 1]"] ;
1981 -> 1982 ;
1983 [label="X[0] <= 9.845\ngini = 0.579\nsamples = 37\nvalue = [5, 2, 4, 1, 23, 1, 1, 0]"] ;
1981 -> 1983 ;
1984 [label="X[0] <= 9.825\ngini = 0.59\nsamples = 27\nvalue = [5, 0, 4, 1, 16, 0, 1, 0]"] ;
1983 -> 1984 ;
1985 [label="gini = 0.512\nsamples = 11\nvalue = [3, 0, 1, 0, 7, 0, 0, 0]"] ;
1984 -> 1985 ;
1986 [label="X[0] <= 9.835\ngini = 0.625\nsamples = 16\nvalue = [2, 0, 3, 1, 9, 0, 1, 0]"] ;
1984 -> 1986 ;
1987 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 2, 1, 5, 0, 0, 0]"] ;
1986 -> 1987 ;
1988 [label="gini = 0.656\nsamples = 8\nvalue = [2, 0, 1, 0, 4, 0, 1, 0]"] ;
1986 -> 1988 ;
1989 [label="gini = 0.46\nsamples = 10\nvalue = [0, 2, 0, 0, 7, 1, 0, 0]"] ;
1983 -> 1989 ;
1990 [label="X[0] <= 9.875\ngini = 0.779\nsamples = 169\nvalue = [19, 21, 12, 35, 63, 12, 5, 2]"] ;
1980 -> 1990 ;
1991 [label="X[0] <= 9.865\ngini = 0.787\nsamples = 29\nvalue = [6, 1, 2, 7, 9, 2, 2, 0]"] ;
1990 -> 1991 ;
1992 [label="gini = 0.782\nsamples = 17\nvalue = [4, 1, 2, 4, 5, 0, 1, 0]"] ;
1991 -> 1992 ;
1993 [label="gini = 0.764\nsamples = 12\nvalue = [2, 0, 0, 3, 4, 2, 1, 0]"] ;
1991 -> 1993 ;
1994 [label="X[0] <= 9.895\ngini = 0.771\nsamples = 140\nvalue = [13, 20, 10, 28, 54, 10, 3, 2]"] ;
1990 -> 1994 ;
1995 [label="X[0] <= 9.885\ngini = 0.727\nsamples = 22\nvalue = [1, 2, 1, 3, 10, 4, 1, 0]"] ;
1994 -> 1995 ;
1996 [label="gini = 0.744\nsamples = 11\nvalue = [0, 1, 1, 3, 4, 2, 0, 0]"] ;
1995 -> 1996 ;
1997 [label="gini = 0.645\nsamples = 11\nvalue = [1, 1, 0, 0, 6, 2, 1, 0]"] ;
1995 -> 1997 ;
1998 [label="X[0] <= 9.905\ngini = 0.773\nsamples = 118\nvalue = [12, 18, 9, 25, 44, 6, 2, 2]"] ;
1994 -> 1998 ;
1999 [label="gini = 0.777\nsamples = 109\nvalue = [12, 17, 7, 23, 40, 6, 2, 2]"] ;
1998 -> 1999 ;
2000 [label="gini = 0.691\nsamples = 9\nvalue = [0, 1, 2, 2, 4, 0, 0, 0]"] ;
1998 -> 2000 ;
2001 [label="X[0] <= 9.935\ngini = 0.707\nsamples = 61\nvalue = [4, 9, 4, 6, 30, 6, 2, 0]"] ;
1965 -> 2001 ;
2002 [label="X[0] <= 9.925\ngini = 0.526\nsamples = 21\nvalue = [2, 2, 0, 1, 14, 2, 0, 0]"] ;
2001 -> 2002 ;
2003 [label="gini = 0.37\nsamples = 9\nvalue = [0, 1, 0, 0, 7, 1, 0, 0]"] ;
2002 -> 2003 ;
2004 [label="gini = 0.611\nsamples = 12\nvalue = [2, 1, 0, 1, 7, 1, 0, 0]"] ;
2002 -> 2004 ;
2005 [label="X[0] <= 9.955\ngini = 0.769\nsamples = 40\nvalue = [2, 7, 4, 5, 16, 4, 2, 0]"] ;
2001 -> 2005 ;
2006 [label="X[0] <= 9.945\ngini = 0.757\nsamples = 21\nvalue = [2, 3, 1, 2, 9, 2, 2, 0]"] ;
2005 -> 2006 ;
2007 [label="gini = 0.793\nsamples = 11\nvalue = [1, 1, 1, 2, 4, 1, 1, 0]"] ;
2006 -> 2007 ;
2008 [label="gini = 0.68\nsamples = 10\nvalue = [1, 2, 0, 0, 5, 1, 1, 0]"] ;
2006 -> 2008 ;
2009 [label="X[0] <= 9.965\ngini = 0.759\nsamples = 19\nvalue = [0, 4, 3, 3, 7, 2, 0, 0]"] ;
2005 -> 2009 ;
2010 [label="gini = 0.765\nsamples = 9\nvalue = [0, 2, 2, 1, 3, 1, 0, 0]"] ;
2009 -> 2010 ;
2011 [label="gini = 0.74\nsamples = 10\nvalue = [0, 2, 1, 2, 4, 1, 0, 0]"] ;
2009 -> 2011 ;
2012 [label="X[0] <= 10.035\ngini = 0.777\nsamples = 698\nvalue = [59, 47, 66, 135, 268, 86, 34, 3]"] ;
1916 -> 2012 ;
2013 [label="X[0] <= 10.025\ngini = 0.794\nsamples = 174\nvalue = [16, 10, 18, 42, 58, 17, 12, 1]"] ;
2012 -> 2013 ;
2014 [label="X[0] <= 9.995\ngini = 0.786\nsamples = 164\nvalue = [14, 9, 18, 41, 56, 15, 10, 1]"] ;
2013 -> 2014 ;
2015 [label="X[0] <= 9.985\ngini = 0.793\nsamples = 22\nvalue = [1, 0, 5, 5, 6, 3, 2, 0]"] ;
2014 -> 2015 ;
2016 [label="gini = 0.76\nsamples = 11\nvalue = [0, 0, 1, 2, 4, 2, 2, 0]"] ;
2015 -> 2016 ;
2017 [label="gini = 0.744\nsamples = 11\nvalue = [1, 0, 4, 3, 2, 1, 0, 0]"] ;
2015 -> 2017 ;
2018 [label="X[0] <= 10.015\ngini = 0.781\nsamples = 142\nvalue = [13, 9, 13, 36, 50, 12, 8, 1]"] ;
2014 -> 2018 ;
2019 [label="X[0] <= 10.005\ngini = 0.773\nsamples = 128\nvalue = [12, 7, 12, 32, 47, 10, 7, 1]"] ;
2018 -> 2019 ;
2020 [label="gini = 0.777\nsamples = 115\nvalue = [12, 5, 11, 29, 41, 9, 7, 1]"] ;
2019 -> 2020 ;
2021 [label="gini = 0.698\nsamples = 13\nvalue = [0, 2, 1, 3, 6, 1, 0, 0]"] ;
2019 -> 2021 ;
2022 [label="gini = 0.816\nsamples = 14\nvalue = [1, 2, 1, 4, 3, 2, 1, 0]"] ;
2018 -> 2022 ;
2023 [label="gini = 0.82\nsamples = 10\nvalue = [2, 1, 0, 1, 2, 2, 2, 0]"] ;
2013 -> 2023 ;
2024 [label="X[0] <= 10.255\ngini = 0.769\nsamples = 524\nvalue = [43, 37, 48, 93, 210, 69, 22, 2]"] ;
2012 -> 2024 ;
2025 [label="X[0] <= 10.225\ngini = 0.753\nsamples = 386\nvalue = [26, 29, 35, 65, 163, 55, 13, 0]"] ;
2024 -> 2025 ;
2026 [label="X[0] <= 10.205\ngini = 0.757\nsamples = 353\nvalue = [24, 24, 35, 61, 146, 53, 10, 0]"] ;
2025 -> 2026 ;
2027 [label="X[0] <= 10.195\ngini = 0.748\nsamples = 328\nvalue = [21, 23, 31, 56, 141, 46, 10, 0]"] ;
2026 -> 2027 ;
2028 [label="X[0] <= 10.185\ngini = 0.755\nsamples = 240\nvalue = [15, 15, 24, 38, 100, 40, 8, 0]"] ;
2027 -> 2028 ;
2029 [label="X[0] <= 10.125\ngini = 0.751\nsamples = 221\nvalue = [12, 14, 23, 37, 93, 35, 7, 0]"] ;
2028 -> 2029 ;
2030 [label="X[0] <= 10.045\ngini = 0.758\nsamples = 175\nvalue = [8, 13, 19, 29, 71, 30, 5, 0]"] ;
2029 -> 2030 ;
2031 [label="gini = 0.671\nsamples = 17\nvalue = [1, 1, 2, 2, 9, 2, 0, 0]"] ;
2030 -> 2031 ;
2032 [label="X[0] <= 10.095\ngini = 0.765\nsamples = 158\nvalue = [7, 12, 17, 27, 62, 28, 5, 0]"] ;
2030 -> 2032 ;
2033 [label="X[0] <= 10.085\ngini = 0.767\nsamples = 38\nvalue = [2, 1, 4, 8, 13, 9, 1, 0]"] ;
2032 -> 2033 ;
2034 [label="X[0] <= 10.075\ngini = 0.742\nsamples = 32\nvalue = [2, 1, 2, 7, 13, 6, 1, 0]"] ;
2033 -> 2034 ;
2035 [label="X[0] <= 10.055\ngini = 0.776\nsamples = 27\nvalue = [2, 1, 2, 6, 9, 6, 1, 0]"] ;
2034 -> 2035 ;
2036 [label="gini = 0.8\nsamples = 10\nvalue = [1, 0, 2, 2, 3, 1, 1, 0]"] ;
2035 -> 2036 ;
2037 [label="X[0] <= 10.065\ngini = 0.727\nsamples = 17\nvalue = [1, 1, 0, 4, 6, 5, 0, 0]"] ;
2035 -> 2037 ;
2038 [label="gini = 0.7\nsamples = 10\nvalue = [0, 1, 0, 2, 3, 4, 0, 0]"] ;
2037 -> 2038 ;
2039 [label="gini = 0.694\nsamples = 7\nvalue = [1, 0, 0, 2, 3, 1, 0, 0]"] ;
2037 -> 2039 ;
2040 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
2034 -> 2040 ;
2041 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 2, 1, 0, 3, 0, 0]"] ;
2033 -> 2041 ;
2042 [label="X[0] <= 10.105\ngini = 0.76\nsamples = 120\nvalue = [5, 11, 13, 19, 49, 19, 4, 0]"] ;
2032 -> 2042 ;
2043 [label="gini = 0.758\nsamples = 98\nvalue = [4, 10, 11, 13, 41, 15, 4, 0]"] ;
2042 -> 2043 ;
2044 [label="X[0] <= 10.115\ngini = 0.748\nsamples = 22\nvalue = [1, 1, 2, 6, 8, 4, 0, 0]"] ;
2042 -> 2044 ;
2045 [label="gini = 0.678\nsamples = 11\nvalue = [0, 0, 2, 5, 3, 1, 0, 0]"] ;
2044 -> 2045 ;
2046 [label="gini = 0.694\nsamples = 11\nvalue = [1, 1, 0, 1, 5, 3, 0, 0]"] ;
2044 -> 2046 ;
2047 [label="X[0] <= 10.135\ngini = 0.712\nsamples = 46\nvalue = [4, 1, 4, 8, 22, 5, 2, 0]"] ;
2029 -> 2047 ;
2048 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 1, 0]"] ;
2047 -> 2048 ;
2049 [label="X[0] <= 10.175\ngini = 0.726\nsamples = 42\nvalue = [4, 1, 4, 8, 19, 5, 1, 0]"] ;
2047 -> 2049 ;
2050 [label="X[0] <= 10.165\ngini = 0.719\nsamples = 32\nvalue = [4, 1, 2, 5, 15, 4, 1, 0]"] ;
2049 -> 2050 ;
2051 [label="X[0] <= 10.155\ngini = 0.744\nsamples = 21\nvalue = [3, 1, 2, 3, 9, 3, 0, 0]"] ;
2050 -> 2051 ;
2052 [label="X[0] <= 10.145\ngini = 0.688\nsamples = 16\nvalue = [2, 0, 2, 2, 8, 2, 0, 0]"] ;
2051 -> 2052 ;
2053 [label="gini = 0.642\nsamples = 9\nvalue = [1, 0, 1, 1, 5, 1, 0, 0]"] ;
2052 -> 2053 ;
2054 [label="gini = 0.735\nsamples = 7\nvalue = [1, 0, 1, 1, 3, 1, 0, 0]"] ;
2052 -> 2054 ;
2055 [label="gini = 0.8\nsamples = 5\nvalue = [1, 1, 0, 1, 1, 1, 0, 0]"] ;
2051 -> 2055 ;
2056 [label="gini = 0.645\nsamples = 11\nvalue = [1, 0, 0, 2, 6, 1, 1, 0]"] ;
2050 -> 2056 ;
2057 [label="gini = 0.7\nsamples = 10\nvalue = [0, 0, 2, 3, 4, 1, 0, 0]"] ;
2049 -> 2057 ;
2058 [label="gini = 0.759\nsamples = 19\nvalue = [3, 1, 1, 1, 7, 5, 1, 0]"] ;
2028 -> 2058 ;
2059 [label="gini = 0.717\nsamples = 88\nvalue = [6, 8, 7, 18, 41, 6, 2, 0]"] ;
2027 -> 2059 ;
2060 [label="X[0] <= 10.215\ngini = 0.8\nsamples = 25\nvalue = [3, 1, 4, 5, 5, 7, 0, 0]"] ;
2026 -> 2060 ;
2061 [label="gini = 0.776\nsamples = 14\nvalue = [1, 1, 2, 2, 3, 5, 0, 0]"] ;
2060 -> 2061 ;
2062 [label="gini = 0.793\nsamples = 11\nvalue = [2, 0, 2, 3, 2, 2, 0, 0]"] ;
2060 -> 2062 ;
2063 [label="X[0] <= 10.235\ngini = 0.681\nsamples = 33\nvalue = [2, 5, 0, 4, 17, 2, 3, 0]"] ;
2025 -> 2063 ;
2064 [label="gini = 0.612\nsamples = 11\nvalue = [1, 3, 0, 1, 6, 0, 0, 0]"] ;
2063 -> 2064 ;
2065 [label="X[0] <= 10.245\ngini = 0.694\nsamples = 22\nvalue = [1, 2, 0, 3, 11, 2, 3, 0]"] ;
2063 -> 2065 ;
2066 [label="gini = 0.681\nsamples = 12\nvalue = [0, 1, 0, 1, 6, 2, 2, 0]"] ;
2065 -> 2066 ;
2067 [label="gini = 0.68\nsamples = 10\nvalue = [1, 1, 0, 2, 5, 0, 1, 0]"] ;
2065 -> 2067 ;
2068 [label="X[0] <= 10.265\ngini = 0.801\nsamples = 138\nvalue = [17, 8, 13, 28, 47, 14, 9, 2]"] ;
2024 -> 2068 ;
2069 [label="gini = 0.688\nsamples = 8\nvalue = [3, 0, 1, 0, 3, 0, 0, 1]"] ;
2068 -> 2069 ;
2070 [label="X[0] <= 10.295\ngini = 0.799\nsamples = 130\nvalue = [14, 8, 12, 28, 44, 14, 9, 1]"] ;
2068 -> 2070 ;
2071 [label="X[0] <= 10.285\ngini = 0.822\nsamples = 32\nvalue = [2, 2, 3, 8, 7, 6, 4, 0]"] ;
2070 -> 2071 ;
2072 [label="X[0] <= 10.275\ngini = 0.798\nsamples = 23\nvalue = [2, 2, 1, 6, 6, 5, 1, 0]"] ;
2071 -> 2072 ;
2073 [label="gini = 0.806\nsamples = 12\nvalue = [1, 2, 1, 2, 3, 3, 0, 0]"] ;
2072 -> 2073 ;
2074 [label="gini = 0.744\nsamples = 11\nvalue = [1, 0, 0, 4, 3, 2, 1, 0]"] ;
2072 -> 2074 ;
2075 [label="gini = 0.765\nsamples = 9\nvalue = [0, 0, 2, 2, 1, 1, 3, 0]"] ;
2071 -> 2075 ;
2076 [label="gini = 0.779\nsamples = 98\nvalue = [12, 6, 9, 20, 37, 8, 5, 1]"] ;
2070 -> 2076 ;
2077 [label="X[0] <= 10.335\ngini = 0.782\nsamples = 44\nvalue = [7, 4, 3, 3, 17, 5, 5, 0]"] ;
1911 -> 2077 ;
2078 [label="X[0] <= 10.325\ngini = 0.794\nsamples = 21\nvalue = [5, 4, 0, 1, 6, 2, 3, 0]"] ;
2077 -> 2078 ;
2079 [label="X[0] <= 10.315\ngini = 0.766\nsamples = 16\nvalue = [5, 2, 0, 1, 5, 1, 2, 0]"] ;
2078 -> 2079 ;
2080 [label="gini = 0.716\nsamples = 9\nvalue = [2, 1, 0, 1, 4, 0, 1, 0]"] ;
2079 -> 2080 ;
2081 [label="gini = 0.735\nsamples = 7\nvalue = [3, 1, 0, 0, 1, 1, 1, 0]"] ;
2079 -> 2081 ;
2082 [label="gini = 0.72\nsamples = 5\nvalue = [0, 2, 0, 0, 1, 1, 1, 0]"] ;
2078 -> 2082 ;
2083 [label="X[0] <= 10.345\ngini = 0.715\nsamples = 23\nvalue = [2, 0, 3, 2, 11, 3, 2, 0]"] ;
2077 -> 2083 ;
2084 [label="gini = 0.76\nsamples = 10\nvalue = [1, 0, 2, 1, 4, 1, 1, 0]"] ;
2083 -> 2084 ;
2085 [label="gini = 0.663\nsamples = 13\nvalue = [1, 0, 1, 1, 7, 2, 1, 0]"] ;
2083 -> 2085 ;
2086 [label="X[0] <= 10.405\ngini = 0.792\nsamples = 210\nvalue = [25, 20, 15, 49, 69, 27, 4, 1]"] ;
1910 -> 2086 ;
2087 [label="X[0] <= 10.395\ngini = 0.797\nsamples = 145\nvalue = [17, 12, 12, 40, 42, 18, 3, 1]"] ;
2086 -> 2087 ;
2088 [label="X[0] <= 10.385\ngini = 0.795\nsamples = 41\nvalue = [4, 7, 2, 12, 11, 3, 1, 1]"] ;
2087 -> 2088 ;
2089 [label="X[0] <= 10.375\ngini = 0.787\nsamples = 38\nvalue = [4, 6, 1, 12, 10, 3, 1, 1]"] ;
2088 -> 2089 ;
2090 [label="X[0] <= 10.365\ngini = 0.755\nsamples = 28\nvalue = [2, 4, 1, 9, 9, 3, 0, 0]"] ;
2089 -> 2090 ;
2091 [label="gini = 0.776\nsamples = 14\nvalue = [2, 1, 1, 5, 3, 2, 0, 0]"] ;
2090 -> 2091 ;
2092 [label="gini = 0.684\nsamples = 14\nvalue = [0, 3, 0, 4, 6, 1, 0, 0]"] ;
2090 -> 2092 ;
2093 [label="gini = 0.8\nsamples = 10\nvalue = [2, 2, 0, 3, 1, 0, 1, 1]"] ;
2089 -> 2093 ;
2094 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 1, 0, 0, 0]"] ;
2088 -> 2094 ;
2095 [label="gini = 0.79\nsamples = 104\nvalue = [13, 5, 10, 28, 31, 15, 2, 0]"] ;
2087 -> 2095 ;
2096 [label="X[0] <= 10.425\ngini = 0.756\nsamples = 65\nvalue = [8, 8, 3, 9, 27, 9, 1, 0]"] ;
2086 -> 2096 ;
2097 [label="X[0] <= 10.415\ngini = 0.621\nsamples = 21\nvalue = [2, 1, 0, 1, 12, 4, 1, 0]"] ;
2096 -> 2097 ;
2098 [label="gini = 0.494\nsamples = 9\nvalue = [1, 0, 0, 0, 6, 2, 0, 0]"] ;
2097 -> 2098 ;
2099 [label="gini = 0.694\nsamples = 12\nvalue = [1, 1, 0, 1, 6, 2, 1, 0]"] ;
2097 -> 2099 ;
2100 [label="X[0] <= 10.455\ngini = 0.789\nsamples = 44\nvalue = [6, 7, 3, 8, 15, 5, 0, 0]"] ;
2096 -> 2100 ;
2101 [label="X[0] <= 10.445\ngini = 0.762\nsamples = 31\nvalue = [6, 4, 2, 5, 12, 2, 0, 0]"] ;
2100 -> 2101 ;
2102 [label="X[0] <= 10.435\ngini = 0.784\nsamples = 25\nvalue = [5, 4, 1, 5, 8, 2, 0, 0]"] ;
2101 -> 2102 ;
2103 [label="gini = 0.698\nsamples = 13\nvalue = [1, 2, 0, 3, 6, 1, 0, 0]"] ;
2102 -> 2103 ;
2104 [label="gini = 0.792\nsamples = 12\nvalue = [4, 2, 1, 2, 2, 1, 0, 0]"] ;
2102 -> 2104 ;
2105 [label="gini = 0.5\nsamples = 6\nvalue = [1, 0, 1, 0, 4, 0, 0, 0]"] ;
2101 -> 2105 ;
2106 [label="X[0] <= 10.465\ngini = 0.781\nsamples = 13\nvalue = [0, 3, 1, 3, 3, 3, 0, 0]"] ;
2100 -> 2106 ;
2107 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 0, 1, 1, 1, 0, 0]"] ;
2106 -> 2107 ;
2108 [label="gini = 0.79\nsamples = 9\nvalue = [0, 2, 1, 2, 2, 2, 0, 0]"] ;
2106 -> 2108 ;
2109 [label="X[0] <= 10.485\ngini = 0.403\nsamples = 12\nvalue = [0, 0, 0, 1, 9, 2, 0, 0]"] ;
1909 -> 2109 ;
2110 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
2109 -> 2110 ;
2111 [label="gini = 0.37\nsamples = 9\nvalue = [0, 0, 0, 1, 7, 1, 0, 0]"] ;
2109 -> 2111 ;
2112 [label="X[0] <= 10.505\ngini = 0.802\nsamples = 101\nvalue = [5, 8, 17, 25, 30, 9, 6, 1]"] ;
1908 -> 2112 ;
2113 [label="gini = 0.794\nsamples = 87\nvalue = [4, 7, 14, 21, 28, 6, 6, 1]"] ;
2112 -> 2113 ;
2114 [label="gini = 0.796\nsamples = 14\nvalue = [1, 1, 3, 4, 2, 3, 0, 0]"] ;
2112 -> 2114 ;
2115 [label="X[0] <= 10.535\ngini = 0.529\nsamples = 27\nvalue = [1, 0, 2, 2, 18, 3, 1, 0]"] ;
1907 -> 2115 ;
2116 [label="X[0] <= 10.525\ngini = 0.5\nsamples = 16\nvalue = [1, 0, 1, 1, 11, 2, 0, 0]"] ;
2115 -> 2116 ;
2117 [label="gini = 0.48\nsamples = 10\nvalue = [0, 0, 1, 1, 7, 1, 0, 0]"] ;
2116 -> 2117 ;
2118 [label="gini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 1, 0, 0]"] ;
2116 -> 2118 ;
2119 [label="gini = 0.562\nsamples = 11\nvalue = [0, 0, 1, 1, 7, 1, 1, 0]"] ;
2115 -> 2119 ;
2120 [label="X[0] <= 12.905\ngini = 0.797\nsamples = 4228\nvalue = [346, 269, 547, 1078, 1307, 495, 144, 42]"] ;
1906 -> 2120 ;
2121 [label="X[0] <= 12.185\ngini = 0.798\nsamples = 3881\nvalue = [328, 247, 501, 1012, 1175, 450, 128, 40]"] ;
2120 -> 2121 ;
2122 [label="X[0] <= 11.375\ngini = 0.802\nsamples = 2546\nvalue = [219, 169, 324, 677, 736, 308, 90, 23]"] ;
2121 -> 2122 ;
2123 [label="X[0] <= 11.205\ngini = 0.803\nsamples = 1289\nvalue = [117, 106, 152, 327, 387, 146, 43, 11]"] ;
2122 -> 2123 ;
2124 [label="X[0] <= 10.795\ngini = 0.809\nsamples = 1069\nvalue = [99, 94, 128, 268, 307, 127, 37, 9]"] ;
2123 -> 2124 ;
2125 [label="X[0] <= 10.695\ngini = 0.795\nsamples = 380\nvalue = [37, 25, 43, 93, 123, 42, 13, 4]"] ;
2124 -> 2125 ;
2126 [label="X[0] <= 10.675\ngini = 0.793\nsamples = 216\nvalue = [19, 19, 16, 61, 65, 26, 7, 3]"] ;
2125 -> 2126 ;
2127 [label="X[0] <= 10.655\ngini = 0.788\nsamples = 199\nvalue = [18, 18, 14, 55, 63, 23, 5, 3]"] ;
2126 -> 2127 ;
2128 [label="X[0] <= 10.625\ngini = 0.795\nsamples = 183\nvalue = [17, 18, 13, 51, 54, 23, 4, 3]"] ;
2127 -> 2128 ;
2129 [label="X[0] <= 10.615\ngini = 0.792\nsamples = 153\nvalue = [16, 15, 11, 39, 49, 18, 3, 2]"] ;
2128 -> 2129 ;
2130 [label="X[0] <= 10.605\ngini = 0.793\nsamples = 148\nvalue = [15, 15, 10, 39, 46, 18, 3, 2]"] ;
2129 -> 2130 ;
2131 [label="X[0] <= 10.555\ngini = 0.788\nsamples = 141\nvalue = [15, 14, 8, 38, 45, 16, 3, 2]"] ;
2130 -> 2131 ;
2132 [label="gini = 0.75\nsamples = 12\nvalue = [0, 0, 1, 3, 4, 3, 1, 0]"] ;
2131 -> 2132 ;
2133 [label="X[0] <= 10.575\ngini = 0.786\nsamples = 129\nvalue = [15, 14, 7, 35, 41, 13, 2, 2]"] ;
2131 -> 2133 ;
2134 [label="X[0] <= 10.565\ngini = 0.747\nsamples = 18\nvalue = [2, 2, 1, 6, 6, 0, 0, 1]"] ;
2133 -> 2134 ;
2135 [label="gini = 0.688\nsamples = 8\nvalue = [1, 1, 0, 3, 3, 0, 0, 0]"] ;
2134 -> 2135 ;
2136 [label="gini = 0.78\nsamples = 10\nvalue = [1, 1, 1, 3, 3, 0, 0, 1]"] ;
2134 -> 2136 ;
2137 [label="X[0] <= 10.595\ngini = 0.79\nsamples = 111\nvalue = [13, 12, 6, 29, 35, 13, 2, 1]"] ;
2133 -> 2137 ;
2138 [label="X[0] <= 10.585\ngini = 0.81\nsamples = 17\nvalue = [2, 2, 1, 2, 4, 5, 1, 0]"] ;
2137 -> 2138 ;
2139 [label="gini = 0.82\nsamples = 10\nvalue = [2, 2, 1, 1, 2, 2, 0, 0]"] ;
2138 -> 2139 ;
2140 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 0, 1, 2, 3, 1, 0]"] ;
2138 -> 2140 ;
2141 [label="gini = 0.773\nsamples = 94\nvalue = [11, 10, 5, 27, 31, 8, 1, 1]"] ;
2137 -> 2141 ;
2142 [label="gini = 0.776\nsamples = 7\nvalue = [0, 1, 2, 1, 1, 2, 0, 0]"] ;
2130 -> 2142 ;
2143 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 1, 0, 3, 0, 0, 0]"] ;
2129 -> 2143 ;
2144 [label="X[0] <= 10.645\ngini = 0.767\nsamples = 30\nvalue = [1, 3, 2, 12, 5, 5, 1, 1]"] ;
2128 -> 2144 ;
2145 [label="X[0] <= 10.635\ngini = 0.74\nsamples = 17\nvalue = [0, 2, 2, 7, 3, 3, 0, 0]"] ;
2144 -> 2145 ;
2146 [label="gini = 0.735\nsamples = 7\nvalue = [0, 1, 1, 3, 1, 1, 0, 0]"] ;
2145 -> 2146 ;
2147 [label="gini = 0.74\nsamples = 10\nvalue = [0, 1, 1, 4, 2, 2, 0, 0]"] ;
2145 -> 2147 ;
2148 [label="gini = 0.781\nsamples = 13\nvalue = [1, 1, 0, 5, 2, 2, 1, 1]"] ;
2144 -> 2148 ;
2149 [label="X[0] <= 10.665\ngini = 0.609\nsamples = 16\nvalue = [1, 0, 1, 4, 9, 0, 1, 0]"] ;
2127 -> 2149 ;
2150 [label="gini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 1, 5, 0, 1, 0]"] ;
2149 -> 2150 ;
2151 [label="gini = 0.594\nsamples = 8\nvalue = [1, 0, 0, 3, 4, 0, 0, 0]"] ;
2149 -> 2151 ;
2152 [label="X[0] <= 10.685\ngini = 0.796\nsamples = 17\nvalue = [1, 1, 2, 6, 2, 3, 2, 0]"] ;
2126 -> 2152 ;
2153 [label="gini = 0.688\nsamples = 8\nvalue = [0, 0, 1, 4, 1, 1, 1, 0]"] ;
2152 -> 2153 ;
2154 [label="gini = 0.84\nsamples = 9\nvalue = [1, 1, 1, 2, 1, 2, 1, 0]"] ;
2152 -> 2154 ;
2155 [label="X[0] <= 10.705\ngini = 0.785\nsamples = 164\nvalue = [18, 6, 27, 32, 58, 16, 6, 1]"] ;
2125 -> 2155 ;
2156 [label="gini = 0.794\nsamples = 88\nvalue = [8, 3, 15, 20, 28, 10, 4, 0]"] ;
2155 -> 2156 ;
2157 [label="X[0] <= 10.715\ngini = 0.768\nsamples = 76\nvalue = [10, 3, 12, 12, 30, 6, 2, 1]"] ;
2155 -> 2157 ;
2158 [label="gini = 0.406\nsamples = 8\nvalue = [0, 0, 0, 1, 6, 1, 0, 0]"] ;
2157 -> 2158 ;
2159 [label="X[0] <= 10.725\ngini = 0.788\nsamples = 68\nvalue = [10, 3, 12, 11, 24, 5, 2, 1]"] ;
2157 -> 2159 ;
2160 [label="gini = 0.812\nsamples = 8\nvalue = [1, 2, 2, 1, 1, 1, 0, 0]"] ;
2159 -> 2160 ;
2161 [label="X[0] <= 10.735\ngini = 0.769\nsamples = 60\nvalue = [9, 1, 10, 10, 23, 4, 2, 1]"] ;
2159 -> 2161 ;
2162 [label="gini = 0.593\nsamples = 9\nvalue = [2, 0, 0, 2, 5, 0, 0, 0]"] ;
2161 -> 2162 ;
2163 [label="X[0] <= 10.755\ngini = 0.785\nsamples = 51\nvalue = [7, 1, 10, 8, 18, 4, 2, 1]"] ;
2161 -> 2163 ;
2164 [label="X[0] <= 10.745\ngini = 0.776\nsamples = 19\nvalue = [3, 0, 6, 1, 5, 3, 1, 0]"] ;
2163 -> 2164 ;
2165 [label="gini = 0.724\nsamples = 14\nvalue = [3, 0, 4, 0, 5, 2, 0, 0]"] ;
2164 -> 2165 ;
2166 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 2, 1, 0, 1, 1, 0]"] ;
2164 -> 2166 ;
2167 [label="X[0] <= 10.765\ngini = 0.752\nsamples = 32\nvalue = [4, 1, 4, 7, 13, 1, 1, 1]"] ;
2163 -> 2167 ;
2168 [label="gini = 0.56\nsamples = 5\nvalue = [0, 1, 1, 0, 3, 0, 0, 0]"] ;
2167 -> 2168 ;
2169 [label="X[0] <= 10.785\ngini = 0.757\nsamples = 27\nvalue = [4, 0, 3, 7, 10, 1, 1, 1]"] ;
2167 -> 2169 ;
2170 [label="X[0] <= 10.775\ngini = 0.765\nsamples = 19\nvalue = [3, 0, 3, 4, 7, 0, 1, 1]"] ;
2169 -> 2170 ;
2171 [label="gini = 0.691\nsamples = 9\nvalue = [2, 0, 1, 2, 4, 0, 0, 0]"] ;
2170 -> 2171 ;
2172 [label="gini = 0.8\nsamples = 10\nvalue = [1, 0, 2, 2, 3, 0, 1, 1]"] ;
2170 -> 2172 ;
2173 [label="gini = 0.688\nsamples = 8\nvalue = [1, 0, 0, 3, 3, 1, 0, 0]"] ;
2169 -> 2173 ;
2174 [label="X[0] <= 10.875\ngini = 0.814\nsamples = 689\nvalue = [62, 69, 85, 175, 184, 85, 24, 5]"] ;
2124 -> 2174 ;
2175 [label="X[0] <= 10.865\ngini = 0.807\nsamples = 147\nvalue = [16, 9, 18, 45, 34, 17, 6, 2]"] ;
2174 -> 2175 ;
2176 [label="X[0] <= 10.825\ngini = 0.807\nsamples = 140\nvalue = [13, 9, 18, 43, 32, 17, 6, 2]"] ;
2175 -> 2176 ;
2177 [label="X[0] <= 10.815\ngini = 0.812\nsamples = 109\nvalue = [11, 8, 13, 31, 28, 10, 6, 2]"] ;
2176 -> 2177 ;
2178 [label="X[0] <= 10.805\ngini = 0.808\nsamples = 100\nvalue = [10, 8, 13, 30, 24, 9, 5, 1]"] ;
2177 -> 2178 ;
2179 [label="gini = 0.807\nsamples = 94\nvalue = [9, 7, 12, 29, 22, 9, 5, 1]"] ;
2178 -> 2179 ;
2180 [label="gini = 0.778\nsamples = 6\nvalue = [1, 1, 1, 1, 2, 0, 0, 0]"] ;
2178 -> 2180 ;
2181 [label="gini = 0.741\nsamples = 9\nvalue = [1, 0, 0, 1, 4, 1, 1, 1]"] ;
2177 -> 2181 ;
2182 [label="X[0] <= 10.845\ngini = 0.751\nsamples = 31\nvalue = [2, 1, 5, 12, 4, 7, 0, 0]"] ;
2176 -> 2182 ;
2183 [label="X[0] <= 10.835\ngini = 0.627\nsamples = 13\nvalue = [0, 0, 3, 7, 1, 2, 0, 0]"] ;
2182 -> 2183 ;
2184 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 1, 2, 0, 2, 0, 0]"] ;
2183 -> 2184 ;
2185 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 2, 5, 1, 0, 0, 0]"] ;
2183 -> 2185 ;
2186 [label="X[0] <= 10.855\ngini = 0.79\nsamples = 18\nvalue = [2, 1, 2, 5, 3, 5, 0, 0]"] ;
2182 -> 2186 ;
2187 [label="gini = 0.792\nsamples = 12\nvalue = [2, 1, 1, 2, 2, 4, 0, 0]"] ;
2186 -> 2187 ;
2188 [label="gini = 0.667\nsamples = 6\nvalue = [0, 0, 1, 3, 1, 1, 0, 0]"] ;
2186 -> 2188 ;
2189 [label="gini = 0.653\nsamples = 7\nvalue = [3, 0, 0, 2, 2, 0, 0, 0]"] ;
2175 -> 2189 ;
2190 [label="X[0] <= 10.895\ngini = 0.814\nsamples = 542\nvalue = [46, 60, 67, 130, 150, 68, 18, 3]"] ;
2174 -> 2190 ;
2191 [label="X[0] <= 10.885\ngini = 0.728\nsamples = 18\nvalue = [1, 3, 3, 1, 8, 2, 0, 0]"] ;
2190 -> 2191 ;
2192 [label="gini = 0.76\nsamples = 10\nvalue = [0, 1, 3, 1, 3, 2, 0, 0]"] ;
2191 -> 2192 ;
2193 [label="gini = 0.531\nsamples = 8\nvalue = [1, 2, 0, 0, 5, 0, 0, 0]"] ;
2191 -> 2193 ;
2194 [label="X[0] <= 10.935\ngini = 0.815\nsamples = 524\nvalue = [45, 57, 64, 129, 142, 66, 18, 3]"] ;
2190 -> 2194 ;
2195 [label="X[0] <= 10.915\ngini = 0.806\nsamples = 102\nvalue = [7, 13, 12, 32, 22, 11, 5, 0]"] ;
2194 -> 2195 ;
2196 [label="X[0] <= 10.905\ngini = 0.819\nsamples = 84\nvalue = [7, 13, 11, 24, 17, 7, 5, 0]"] ;
2195 -> 2196 ;
2197 [label="gini = 0.803\nsamples = 71\nvalue = [6, 11, 10, 22, 15, 5, 2, 0]"] ;
2196 -> 2197 ;
2198 [label="gini = 0.84\nsamples = 13\nvalue = [1, 2, 1, 2, 2, 2, 3, 0]"] ;
2196 -> 2198 ;
2199 [label="X[0] <= 10.925\ngini = 0.673\nsamples = 18\nvalue = [0, 0, 1, 8, 5, 4, 0, 0]"] ;
2195 -> 2199 ;
2200 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 1, 3, 2, 1, 0, 0]"] ;
2199 -> 2200 ;
2201 [label="gini = 0.645\nsamples = 11\nvalue = [0, 0, 0, 5, 3, 3, 0, 0]"] ;
2199 -> 2201 ;
2202 [label="X[0] <= 10.995\ngini = 0.814\nsamples = 422\nvalue = [38, 44, 52, 97, 120, 55, 13, 3]"] ;
2194 -> 2202 ;
2203 [label="X[0] <= 10.985\ngini = 0.797\nsamples = 47\nvalue = [6, 4, 6, 6, 15, 10, 0, 0]"] ;
2202 -> 2203 ;
2204 [label="X[0] <= 10.945\ngini = 0.813\nsamples = 41\nvalue = [5, 4, 6, 6, 11, 9, 0, 0]"] ;
2203 -> 2204 ;
2205 [label="gini = 0.716\nsamples = 9\nvalue = [1, 0, 1, 2, 4, 1, 0, 0]"] ;
2204 -> 2205 ;
2206 [label="X[0] <= 10.975\ngini = 0.818\nsamples = 32\nvalue = [4, 4, 5, 4, 7, 8, 0, 0]"] ;
2204 -> 2206 ;
2207 [label="X[0] <= 10.955\ngini = 0.8\nsamples = 20\nvalue = [3, 3, 4, 1, 3, 6, 0, 0]"] ;
2206 -> 2207 ;
2208 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 1, 3, 0, 0]"] ;
2207 -> 2208 ;
2209 [label="X[0] <= 10.965\ngini = 0.786\nsamples = 14\nvalue = [2, 3, 4, 0, 2, 3, 0, 0]"] ;
2207 -> 2209 ;
2210 [label="gini = 0.776\nsamples = 7\nvalue = [2, 1, 2, 0, 1, 1, 0, 0]"] ;
2209 -> 2210 ;
2211 [label="gini = 0.735\nsamples = 7\nvalue = [0, 2, 2, 0, 1, 2, 0, 0]"] ;
2209 -> 2211 ;
2212 [label="gini = 0.778\nsamples = 12\nvalue = [1, 1, 1, 3, 4, 2, 0, 0]"] ;
2206 -> 2212 ;
2213 [label="gini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 1, 0, 0]"] ;
2203 -> 2213 ;
2214 [label="X[0] <= 11.065\ngini = 0.813\nsamples = 375\nvalue = [32, 40, 46, 91, 105, 45, 13, 3]"] ;
2202 -> 2214 ;
2215 [label="X[0] <= 11.055\ngini = 0.796\nsamples = 130\nvalue = [10, 15, 12, 32, 40, 19, 1, 1]"] ;
2214 -> 2215 ;
2216 [label="X[0] <= 11.045\ngini = 0.793\nsamples = 120\nvalue = [9, 14, 12, 31, 37, 15, 1, 1]"] ;
2215 -> 2216 ;
2217 [label="X[0] <= 11.035\ngini = 0.794\nsamples = 114\nvalue = [7, 14, 12, 29, 35, 15, 1, 1]"] ;
2216 -> 2217 ;
2218 [label="X[0] <= 11.015\ngini = 0.796\nsamples = 107\nvalue = [7, 14, 12, 27, 32, 14, 1, 0]"] ;
2217 -> 2218 ;
2219 [label="X[0] <= 11.005\ngini = 0.789\nsamples = 94\nvalue = [6, 12, 9, 26, 28, 12, 1, 0]"] ;
2218 -> 2219 ;
2220 [label="gini = 0.797\nsamples = 78\nvalue = [4, 12, 8, 19, 23, 11, 1, 0]"] ;
2219 -> 2220 ;
2221 [label="gini = 0.688\nsamples = 16\nvalue = [2, 0, 1, 7, 5, 1, 0, 0]"] ;
2219 -> 2221 ;
2222 [label="X[0] <= 11.025\ngini = 0.793\nsamples = 13\nvalue = [1, 2, 3, 1, 4, 2, 0, 0]"] ;
2218 -> 2222 ;
2223 [label="gini = 0.667\nsamples = 6\nvalue = [0, 1, 1, 0, 3, 1, 0, 0]"] ;
2222 -> 2223 ;
2224 [label="gini = 0.816\nsamples = 7\nvalue = [1, 1, 2, 1, 1, 1, 0, 0]"] ;
2222 -> 2224 ;
2225 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 0, 2, 3, 1, 0, 1]"] ;
2217 -> 2225 ;
2226 [label="gini = 0.667\nsamples = 6\nvalue = [2, 0, 0, 2, 2, 0, 0, 0]"] ;
2216 -> 2226 ;
2227 [label="gini = 0.72\nsamples = 10\nvalue = [1, 1, 0, 1, 3, 4, 0, 0]"] ;
2215 -> 2227 ;
2228 [label="X[0] <= 11.085\ngini = 0.82\nsamples = 245\nvalue = [22, 25, 34, 59, 65, 26, 12, 2]"] ;
2214 -> 2228 ;
2229 [label="X[0] <= 11.075\ngini = 0.747\nsamples = 15\nvalue = [0, 2, 6, 2, 3, 2, 0, 0]"] ;
2228 -> 2229 ;
2230 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 2, 2, 0, 1, 0, 0]"] ;
2229 -> 2230 ;
2231 [label="gini = 0.7\nsamples = 10\nvalue = [0, 2, 4, 0, 3, 1, 0, 0]"] ;
2229 -> 2231 ;
2232 [label="X[0] <= 11.105\ngini = 0.818\nsamples = 230\nvalue = [22, 23, 28, 57, 62, 24, 12, 2]"] ;
2228 -> 2232 ;
2233 [label="X[0] <= 11.095\ngini = 0.791\nsamples = 81\nvalue = [7, 9, 10, 26, 21, 4, 3, 1]"] ;
2232 -> 2233 ;
2234 [label="gini = 0.781\nsamples = 8\nvalue = [1, 1, 1, 3, 0, 1, 1, 0]"] ;
2233 -> 2234 ;
2235 [label="gini = 0.781\nsamples = 73\nvalue = [6, 8, 9, 23, 21, 3, 2, 1]"] ;
2233 -> 2235 ;
2236 [label="X[0] <= 11.115\ngini = 0.826\nsamples = 149\nvalue = [15, 14, 18, 31, 41, 20, 9, 1]"] ;
2232 -> 2236 ;
2237 [label="gini = 0.761\nsamples = 17\nvalue = [0, 0, 3, 0, 5, 5, 3, 1]"] ;
2236 -> 2237 ;
2238 [label="X[0] <= 11.185\ngini = 0.818\nsamples = 132\nvalue = [15, 14, 15, 31, 36, 15, 6, 0]"] ;
2236 -> 2238 ;
2239 [label="X[0] <= 11.145\ngini = 0.826\nsamples = 50\nvalue = [8, 7, 8, 12, 10, 3, 2, 0]"] ;
2238 -> 2239 ;
2240 [label="X[0] <= 11.135\ngini = 0.825\nsamples = 20\nvalue = [1, 3, 4, 3, 5, 3, 1, 0]"] ;
2239 -> 2240 ;
2241 [label="X[0] <= 11.125\ngini = 0.828\nsamples = 16\nvalue = [1, 2, 3, 3, 4, 2, 1, 0]"] ;
2240 -> 2241 ;
2242 [label="gini = 0.778\nsamples = 6\nvalue = [0, 1, 1, 1, 2, 1, 0, 0]"] ;
2241 -> 2242 ;
2243 [label="gini = 0.84\nsamples = 10\nvalue = [1, 1, 2, 2, 2, 1, 1, 0]"] ;
2241 -> 2243 ;
2244 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 1, 0, 1, 1, 0, 0]"] ;
2240 -> 2244 ;
2245 [label="X[0] <= 11.165\ngini = 0.791\nsamples = 30\nvalue = [7, 4, 4, 9, 5, 0, 1, 0]"] ;
2239 -> 2245 ;
2246 [label="X[0] <= 11.155\ngini = 0.746\nsamples = 13\nvalue = [3, 2, 2, 5, 0, 0, 1, 0]"] ;
2245 -> 2246 ;
2247 [label="gini = 0.64\nsamples = 5\nvalue = [2, 0, 1, 2, 0, 0, 0, 0]"] ;
2246 -> 2247 ;
2248 [label="gini = 0.75\nsamples = 8\nvalue = [1, 2, 1, 3, 0, 0, 1, 0]"] ;
2246 -> 2248 ;
2249 [label="X[0] <= 11.175\ngini = 0.775\nsamples = 17\nvalue = [4, 2, 2, 4, 5, 0, 0, 0]"] ;
2245 -> 2249 ;
2250 [label="gini = 0.735\nsamples = 7\nvalue = [2, 1, 0, 2, 2, 0, 0, 0]"] ;
2249 -> 2250 ;
2251 [label="gini = 0.78\nsamples = 10\nvalue = [2, 1, 2, 2, 3, 0, 0, 0]"] ;
2249 -> 2251 ;
2252 [label="X[0] <= 11.195\ngini = 0.8\nsamples = 82\nvalue = [7, 7, 7, 19, 26, 12, 4, 0]"] ;
2238 -> 2252 ;
2253 [label="gini = 0.781\nsamples = 13\nvalue = [1, 1, 1, 4, 3, 3, 0, 0]"] ;
2252 -> 2253 ;
2254 [label="gini = 0.799\nsamples = 69\nvalue = [6, 6, 6, 15, 23, 9, 4, 0]"] ;
2252 -> 2254 ;
2255 [label="X[0] <= 11.225\ngini = 0.766\nsamples = 220\nvalue = [18, 12, 24, 59, 80, 19, 6, 2]"] ;
2123 -> 2255 ;
2256 [label="X[0] <= 11.215\ngini = 0.5\nsamples = 12\nvalue = [0, 0, 2, 2, 8, 0, 0, 0]"] ;
2255 -> 2256 ;
2257 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 2, 4, 0, 0, 0]"] ;
2256 -> 2257 ;
2258 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 2, 0, 4, 0, 0, 0]"] ;
2256 -> 2258 ;
2259 [label="X[0] <= 11.335\ngini = 0.774\nsamples = 208\nvalue = [18, 12, 22, 57, 72, 19, 6, 2]"] ;
2255 -> 2259 ;
2260 [label="X[0] <= 11.315\ngini = 0.778\nsamples = 165\nvalue = [13, 11, 16, 48, 54, 15, 6, 2]"] ;
2259 -> 2260 ;
2261 [label="X[0] <= 11.235\ngini = 0.773\nsamples = 149\nvalue = [12, 9, 14, 41, 52, 14, 5, 2]"] ;
2260 -> 2261 ;
2262 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 2, 2, 1, 0, 0, 0]"] ;
2261 -> 2262 ;
2263 [label="X[0] <= 11.305\ngini = 0.771\nsamples = 143\nvalue = [11, 9, 12, 39, 51, 14, 5, 2]"] ;
2261 -> 2263 ;
2264 [label="X[0] <= 11.255\ngini = 0.77\nsamples = 139\nvalue = [10, 9, 12, 39, 49, 13, 5, 2]"] ;
2263 -> 2264 ;
2265 [label="X[0] <= 11.245\ngini = 0.685\nsamples = 17\nvalue = [2, 0, 1, 6, 7, 0, 0, 1]"] ;
2264 -> 2265 ;
2266 [label="gini = 0.694\nsamples = 11\nvalue = [1, 0, 1, 3, 5, 0, 0, 1]"] ;
2265 -> 2266 ;
2267 [label="gini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 3, 2, 0, 0, 0]"] ;
2265 -> 2267 ;
2268 [label="X[0] <= 11.265\ngini = 0.777\nsamples = 122\nvalue = [8, 9, 11, 33, 42, 13, 5, 1]"] ;
2264 -> 2268 ;
2269 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 0, 1, 0, 0]"] ;
2268 -> 2269 ;
2270 [label="X[0] <= 11.295\ngini = 0.774\nsamples = 119\nvalue = [8, 8, 11, 32, 42, 12, 5, 1]"] ;
2268 -> 2270 ;
2271 [label="X[0] <= 11.285\ngini = 0.762\nsamples = 35\nvalue = [4, 2, 4, 7, 14, 3, 0, 1]"] ;
2270 -> 2271 ;
2272 [label="X[0] <= 11.275\ngini = 0.77\nsamples = 28\nvalue = [3, 1, 4, 7, 10, 2, 0, 1]"] ;
2271 -> 2272 ;
2273 [label="gini = 0.735\nsamples = 14\nvalue = [2, 1, 1, 3, 6, 1, 0, 0]"] ;
2272 -> 2273 ;
2274 [label="gini = 0.776\nsamples = 14\nvalue = [1, 0, 3, 4, 4, 1, 0, 1]"] ;
2272 -> 2274 ;
2275 [label="gini = 0.612\nsamples = 7\nvalue = [1, 1, 0, 0, 4, 1, 0, 0]"] ;
2271 -> 2275 ;
2276 [label="gini = 0.771\nsamples = 84\nvalue = [4, 6, 7, 25, 28, 9, 5, 0]"] ;
2270 -> 2276 ;
2277 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 1, 0, 0]"] ;
2263 -> 2277 ;
2278 [label="X[0] <= 11.325\ngini = 0.75\nsamples = 16\nvalue = [1, 2, 2, 7, 2, 1, 1, 0]"] ;
2260 -> 2278 ;
2279 [label="gini = 0.642\nsamples = 9\nvalue = [1, 1, 0, 5, 0, 1, 1, 0]"] ;
2278 -> 2279 ;
2280 [label="gini = 0.735\nsamples = 7\nvalue = [0, 1, 2, 2, 2, 0, 0, 0]"] ;
2278 -> 2280 ;
2281 [label="X[0] <= 11.365\ngini = 0.739\nsamples = 43\nvalue = [5, 1, 6, 9, 18, 4, 0, 0]"] ;
2259 -> 2281 ;
2282 [label="X[0] <= 11.355\ngini = 0.758\nsamples = 33\nvalue = [5, 1, 4, 6, 13, 4, 0, 0]"] ;
2281 -> 2282 ;
2283 [label="X[0] <= 11.345\ngini = 0.773\nsamples = 22\nvalue = [2, 1, 4, 4, 8, 3, 0, 0]"] ;
2282 -> 2283 ;
2284 [label="gini = 0.735\nsamples = 14\nvalue = [1, 1, 3, 2, 6, 1, 0, 0]"] ;
2283 -> 2284 ;
2285 [label="gini = 0.781\nsamples = 8\nvalue = [1, 0, 1, 2, 2, 2, 0, 0]"] ;
2283 -> 2285 ;
2286 [label="gini = 0.678\nsamples = 11\nvalue = [3, 0, 0, 2, 5, 1, 0, 0]"] ;
2282 -> 2286 ;
2287 [label="gini = 0.62\nsamples = 10\nvalue = [0, 0, 2, 3, 5, 0, 0, 0]"] ;
2281 -> 2287 ;
2288 [label="X[0] <= 12.125\ngini = 0.799\nsamples = 1257\nvalue = [102, 63, 172, 350, 349, 162, 47, 12]"] ;
2122 -> 2288 ;
2289 [label="X[0] <= 11.975\ngini = 0.798\nsamples = 1222\nvalue = [97, 58, 171, 343, 339, 156, 46, 12]"] ;
2288 -> 2289 ;
2290 [label="X[0] <= 11.565\ngini = 0.795\nsamples = 984\nvalue = [77, 46, 124, 277, 283, 129, 38, 10]"] ;
2289 -> 2290 ;
2291 [label="X[0] <= 11.555\ngini = 0.815\nsamples = 321\nvalue = [29, 17, 44, 84, 84, 40, 16, 7]"] ;
2290 -> 2291 ;
2292 [label="X[0] <= 11.535\ngini = 0.812\nsamples = 314\nvalue = [28, 15, 43, 84, 83, 38, 16, 7]"] ;
2291 -> 2292 ;
2293 [label="X[0] <= 11.475\ngini = 0.811\nsamples = 296\nvalue = [26, 14, 42, 81, 77, 34, 15, 7]"] ;
2292 -> 2293 ;
2294 [label="X[0] <= 11.425\ngini = 0.814\nsamples = 153\nvalue = [15, 8, 21, 40, 38, 23, 6, 2]"] ;
2293 -> 2294 ;
2295 [label="X[0] <= 11.385\ngini = 0.815\nsamples = 105\nvalue = [8, 7, 18, 29, 24, 13, 4, 2]"] ;
2294 -> 2295 ;
2296 [label="gini = 0.84\nsamples = 9\nvalue = [1, 0, 2, 1, 2, 1, 1, 1]"] ;
2295 -> 2296 ;
2297 [label="X[0] <= 11.395\ngini = 0.807\nsamples = 96\nvalue = [7, 7, 16, 28, 22, 12, 3, 1]"] ;
2295 -> 2297 ;
2298 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 1, 3, 0, 1, 0, 0]"] ;
2297 -> 2298 ;
2299 [label="X[0] <= 11.405\ngini = 0.809\nsamples = 90\nvalue = [6, 7, 15, 25, 22, 11, 3, 1]"] ;
2297 -> 2299 ;
2300 [label="gini = 0.812\nsamples = 75\nvalue = [5, 6, 13, 20, 18, 10, 2, 1]"] ;
2299 -> 2300 ;
2301 [label="X[0] <= 11.415\ngini = 0.782\nsamples = 15\nvalue = [1, 1, 2, 5, 4, 1, 1, 0]"] ;
2299 -> 2301 ;
2302 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
2301 -> 2302 ;
2303 [label="gini = 0.769\nsamples = 13\nvalue = [1, 1, 2, 4, 4, 1, 0, 0]"] ;
2301 -> 2303 ;
2304 [label="X[0] <= 11.455\ngini = 0.792\nsamples = 48\nvalue = [7, 1, 3, 11, 14, 10, 2, 0]"] ;
2294 -> 2304 ;
2305 [label="X[0] <= 11.445\ngini = 0.737\nsamples = 26\nvalue = [6, 0, 0, 5, 10, 4, 1, 0]"] ;
2304 -> 2305 ;
2306 [label="X[0] <= 11.435\ngini = 0.664\nsamples = 17\nvalue = [2, 0, 0, 5, 8, 2, 0, 0]"] ;
2305 -> 2306 ;
2307 [label="gini = 0.642\nsamples = 9\nvalue = [2, 0, 0, 3, 4, 0, 0, 0]"] ;
2306 -> 2307 ;
2308 [label="gini = 0.625\nsamples = 8\nvalue = [0, 0, 0, 2, 4, 2, 0, 0]"] ;
2306 -> 2308 ;
2309 [label="gini = 0.691\nsamples = 9\nvalue = [4, 0, 0, 0, 2, 2, 1, 0]"] ;
2305 -> 2309 ;
2310 [label="X[0] <= 11.465\ngini = 0.793\nsamples = 22\nvalue = [1, 1, 3, 6, 4, 6, 1, 0]"] ;
2304 -> 2310 ;
2311 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 2, 1, 0, 2, 0, 0]"] ;
2310 -> 2311 ;
2312 [label="gini = 0.766\nsamples = 16\nvalue = [0, 1, 1, 5, 4, 4, 1, 0]"] ;
2310 -> 2312 ;
2313 [label="X[0] <= 11.515\ngini = 0.803\nsamples = 143\nvalue = [11, 6, 21, 41, 39, 11, 9, 5]"] ;
2293 -> 2313 ;
2314 [label="X[0] <= 11.505\ngini = 0.794\nsamples = 122\nvalue = [8, 5, 18, 35, 36, 8, 7, 5]"] ;
2313 -> 2314 ;
2315 [label="X[0] <= 11.485\ngini = 0.802\nsamples = 109\nvalue = [7, 5, 17, 31, 30, 8, 6, 5]"] ;
2314 -> 2315 ;
2316 [label="gini = 0.765\nsamples = 9\nvalue = [0, 0, 1, 2, 3, 1, 2, 0]"] ;
2315 -> 2316 ;
2317 [label="X[0] <= 11.495\ngini = 0.801\nsamples = 100\nvalue = [7, 5, 16, 29, 27, 7, 4, 5]"] ;
2315 -> 2317 ;
2318 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 4, 1, 0, 0, 1]"] ;
2317 -> 2318 ;
2319 [label="gini = 0.806\nsamples = 93\nvalue = [7, 5, 15, 25, 26, 7, 4, 4]"] ;
2317 -> 2319 ;
2320 [label="gini = 0.675\nsamples = 13\nvalue = [1, 0, 1, 4, 6, 0, 1, 0]"] ;
2314 -> 2320 ;
2321 [label="X[0] <= 11.525\ngini = 0.825\nsamples = 21\nvalue = [3, 1, 3, 6, 3, 3, 2, 0]"] ;
2313 -> 2321 ;
2322 [label="gini = 0.8\nsamples = 10\nvalue = [1, 0, 2, 3, 1, 1, 2, 0]"] ;
2321 -> 2322 ;
2323 [label="gini = 0.81\nsamples = 11\nvalue = [2, 1, 1, 3, 2, 2, 0, 0]"] ;
2321 -> 2323 ;
2324 [label="X[0] <= 11.545\ngini = 0.79\nsamples = 18\nvalue = [2, 1, 1, 3, 6, 4, 1, 0]"] ;
2292 -> 2324 ;
2325 [label="gini = 0.74\nsamples = 10\nvalue = [2, 1, 0, 1, 4, 2, 0, 0]"] ;
2324 -> 2325 ;
2326 [label="gini = 0.781\nsamples = 8\nvalue = [0, 0, 1, 2, 2, 2, 1, 0]"] ;
2324 -> 2326 ;
2327 [label="gini = 0.776\nsamples = 7\nvalue = [1, 2, 1, 0, 1, 2, 0, 0]"] ;
2291 -> 2327 ;
2328 [label="X[0] <= 11.595\ngini = 0.784\nsamples = 663\nvalue = [48, 29, 80, 193, 199, 89, 22, 3]"] ;
2290 -> 2328 ;
2329 [label="X[0] <= 11.575\ngini = 0.662\nsamples = 31\nvalue = [1, 1, 2, 11, 14, 1, 1, 0]"] ;
2328 -> 2329 ;
2330 [label="gini = 0.681\nsamples = 12\nvalue = [1, 0, 2, 5, 4, 0, 0, 0]"] ;
2329 -> 2330 ;
2331 [label="X[0] <= 11.585\ngini = 0.615\nsamples = 19\nvalue = [0, 1, 0, 6, 10, 1, 1, 0]"] ;
2329 -> 2331 ;
2332 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 2, 5, 1, 0, 0]"] ;
2331 -> 2332 ;
2333 [label="gini = 0.645\nsamples = 11\nvalue = [0, 1, 0, 4, 5, 0, 1, 0]"] ;
2331 -> 2333 ;
2334 [label="X[0] <= 11.705\ngini = 0.788\nsamples = 632\nvalue = [47, 28, 78, 182, 185, 88, 21, 3]"] ;
2328 -> 2334 ;
2335 [label="X[0] <= 11.695\ngini = 0.774\nsamples = 239\nvalue = [17, 9, 26, 69, 75, 38, 3, 2]"] ;
2334 -> 2335 ;
2336 [label="X[0] <= 11.675\ngini = 0.789\nsamples = 162\nvalue = [12, 8, 19, 44, 48, 27, 2, 2]"] ;
2335 -> 2336 ;
2337 [label="X[0] <= 11.645\ngini = 0.781\nsamples = 138\nvalue = [9, 6, 18, 40, 41, 21, 1, 2]"] ;
2336 -> 2337 ;
2338 [label="X[0] <= 11.605\ngini = 0.779\nsamples = 108\nvalue = [9, 5, 12, 29, 35, 16, 1, 1]"] ;
2337 -> 2338 ;
2339 [label="gini = 0.792\nsamples = 71\nvalue = [6, 5, 10, 18, 21, 11, 0, 0]"] ;
2338 -> 2339 ;
2340 [label="X[0] <= 11.635\ngini = 0.739\nsamples = 37\nvalue = [3, 0, 2, 11, 14, 5, 1, 1]"] ;
2338 -> 2340 ;
2341 [label="X[0] <= 11.625\ngini = 0.73\nsamples = 31\nvalue = [2, 0, 2, 9, 12, 5, 0, 1]"] ;
2340 -> 2341 ;
2342 [label="X[0] <= 11.615\ngini = 0.704\nsamples = 14\nvalue = [0, 0, 1, 4, 6, 2, 0, 1]"] ;
2341 -> 2342 ;
2343 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 0, 2, 2, 1, 0, 0]"] ;
2342 -> 2343 ;
2344 [label="gini = 0.716\nsamples = 9\nvalue = [0, 0, 1, 2, 4, 1, 0, 1]"] ;
2342 -> 2344 ;
2345 [label="gini = 0.74\nsamples = 17\nvalue = [2, 0, 1, 5, 6, 3, 0, 0]"] ;
2341 -> 2345 ;
2346 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 0, 2, 2, 0, 1, 0]"] ;
2340 -> 2346 ;
2347 [label="X[0] <= 11.655\ngini = 0.756\nsamples = 30\nvalue = [0, 1, 6, 11, 6, 5, 0, 1]"] ;
2337 -> 2347 ;
2348 [label="gini = 0.74\nsamples = 10\nvalue = [0, 0, 3, 3, 2, 2, 0, 0]"] ;
2347 -> 2348 ;
2349 [label="X[0] <= 11.665\ngini = 0.75\nsamples = 20\nvalue = [0, 1, 3, 8, 4, 3, 0, 1]"] ;
2347 -> 2349 ;
2350 [label="gini = 0.656\nsamples = 8\nvalue = [0, 1, 0, 4, 2, 1, 0, 0]"] ;
2349 -> 2350 ;
2351 [label="gini = 0.764\nsamples = 12\nvalue = [0, 0, 3, 4, 2, 2, 0, 1]"] ;
2349 -> 2351 ;
2352 [label="X[0] <= 11.685\ngini = 0.799\nsamples = 24\nvalue = [3, 2, 1, 4, 7, 6, 1, 0]"] ;
2336 -> 2352 ;
2353 [label="gini = 0.667\nsamples = 9\nvalue = [1, 1, 0, 0, 4, 3, 0, 0]"] ;
2352 -> 2353 ;
2354 [label="gini = 0.818\nsamples = 15\nvalue = [2, 1, 1, 4, 3, 3, 1, 0]"] ;
2352 -> 2354 ;
2355 [label="gini = 0.738\nsamples = 77\nvalue = [5, 1, 7, 25, 27, 11, 1, 0]"] ;
2335 -> 2355 ;
2356 [label="X[0] <= 11.745\ngini = 0.795\nsamples = 393\nvalue = [30, 19, 52, 113, 110, 50, 18, 1]"] ;
2334 -> 2356 ;
2357 [label="X[0] <= 11.725\ngini = 0.812\nsamples = 21\nvalue = [6, 1, 2, 3, 5, 2, 2, 0]"] ;
2356 -> 2357 ;
2358 [label="X[0] <= 11.715\ngini = 0.79\nsamples = 9\nvalue = [2, 1, 1, 3, 1, 0, 1, 0]"] ;
2357 -> 2358 ;
2359 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 2, 1, 0, 0, 0]"] ;
2358 -> 2359 ;
2360 [label="gini = 0.75\nsamples = 4\nvalue = [1, 1, 0, 1, 0, 0, 1, 0]"] ;
2358 -> 2360 ;
2361 [label="X[0] <= 11.735\ngini = 0.736\nsamples = 12\nvalue = [4, 0, 1, 0, 4, 2, 1, 0]"] ;
2357 -> 2361 ;
2362 [label="gini = 0.781\nsamples = 8\nvalue = [2, 0, 1, 0, 2, 2, 1, 0]"] ;
2361 -> 2362 ;
2363 [label="gini = 0.5\nsamples = 4\nvalue = [2, 0, 0, 0, 2, 0, 0, 0]"] ;
2361 -> 2363 ;
2364 [label="X[0] <= 11.775\ngini = 0.79\nsamples = 372\nvalue = [24, 18, 50, 110, 105, 48, 16, 1]"] ;
2356 -> 2364 ;
2365 [label="X[0] <= 11.755\ngini = 0.691\nsamples = 18\nvalue = [0, 1, 3, 9, 2, 2, 1, 0]"] ;
2364 -> 2365 ;
2366 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 1, 1, 0, 1, 0]"] ;
2365 -> 2366 ;
2367 [label="X[0] <= 11.765\ngini = 0.622\nsamples = 14\nvalue = [0, 1, 2, 8, 1, 2, 0, 0]"] ;
2365 -> 2367 ;
2368 [label="gini = 0.68\nsamples = 10\nvalue = [0, 1, 2, 5, 1, 1, 0, 0]"] ;
2367 -> 2368 ;
2369 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 0, 1, 0, 0]"] ;
2367 -> 2369 ;
2370 [label="X[0] <= 11.795\ngini = 0.791\nsamples = 354\nvalue = [24, 17, 47, 101, 103, 46, 15, 1]"] ;
2364 -> 2370 ;
2371 [label="X[0] <= 11.785\ngini = 0.764\nsamples = 22\nvalue = [1, 3, 2, 3, 9, 3, 1, 0]"] ;
2370 -> 2371 ;
2372 [label="gini = 0.769\nsamples = 13\nvalue = [0, 2, 1, 2, 5, 2, 1, 0]"] ;
2371 -> 2372 ;
2373 [label="gini = 0.741\nsamples = 9\nvalue = [1, 1, 1, 1, 4, 1, 0, 0]"] ;
2371 -> 2373 ;
2374 [label="X[0] <= 11.805\ngini = 0.789\nsamples = 332\nvalue = [23, 14, 45, 98, 94, 43, 14, 1]"] ;
2370 -> 2374 ;
2375 [label="gini = 0.761\nsamples = 100\nvalue = [6, 3, 14, 35, 29, 7, 6, 0]"] ;
2374 -> 2375 ;
2376 [label="X[0] <= 11.855\ngini = 0.797\nsamples = 232\nvalue = [17, 11, 31, 63, 65, 36, 8, 1]"] ;
2374 -> 2376 ;
2377 [label="X[0] <= 11.835\ngini = 0.792\nsamples = 45\nvalue = [2, 3, 5, 14, 8, 11, 1, 1]"] ;
2376 -> 2377 ;
2378 [label="X[0] <= 11.815\ngini = 0.804\nsamples = 29\nvalue = [2, 1, 3, 6, 7, 8, 1, 1]"] ;
2377 -> 2378 ;
2379 [label="gini = 0.7\nsamples = 10\nvalue = [0, 0, 0, 4, 2, 3, 0, 1]"] ;
2378 -> 2379 ;
2380 [label="X[0] <= 11.825\ngini = 0.809\nsamples = 19\nvalue = [2, 1, 3, 2, 5, 5, 1, 0]"] ;
2378 -> 2380 ;
2381 [label="gini = 0.776\nsamples = 7\nvalue = [1, 0, 2, 1, 1, 2, 0, 0]"] ;
2380 -> 2381 ;
2382 [label="gini = 0.792\nsamples = 12\nvalue = [1, 1, 1, 1, 4, 3, 1, 0]"] ;
2380 -> 2382 ;
2383 [label="X[0] <= 11.845\ngini = 0.68\nsamples = 16\nvalue = [0, 2, 2, 8, 1, 3, 0, 0]"] ;
2377 -> 2383 ;
2384 [label="gini = 0.735\nsamples = 7\nvalue = [0, 1, 1, 3, 1, 1, 0, 0]"] ;
2383 -> 2384 ;
2385 [label="gini = 0.617\nsamples = 9\nvalue = [0, 1, 1, 5, 0, 2, 0, 0]"] ;
2383 -> 2385 ;
2386 [label="X[0] <= 11.945\ngini = 0.792\nsamples = 187\nvalue = [15, 8, 26, 49, 57, 25, 7, 0]"] ;
2376 -> 2386 ;
2387 [label="X[0] <= 11.895\ngini = 0.791\nsamples = 159\nvalue = [12, 7, 23, 39, 51, 20, 7, 0]"] ;
2386 -> 2387 ;
2388 [label="X[0] <= 11.885\ngini = 0.764\nsamples = 39\nvalue = [5, 0, 6, 12, 12, 3, 1, 0]"] ;
2387 -> 2388 ;
2389 [label="X[0] <= 11.865\ngini = 0.746\nsamples = 26\nvalue = [3, 0, 5, 6, 10, 1, 1, 0]"] ;
2388 -> 2389 ;
2390 [label="gini = 0.72\nsamples = 10\nvalue = [1, 0, 0, 3, 4, 1, 1, 0]"] ;
2389 -> 2390 ;
2391 [label="X[0] <= 11.875\ngini = 0.711\nsamples = 16\nvalue = [2, 0, 5, 3, 6, 0, 0, 0]"] ;
2389 -> 2391 ;
2392 [label="gini = 0.716\nsamples = 9\nvalue = [1, 0, 3, 2, 3, 0, 0, 0]"] ;
2391 -> 2392 ;
2393 [label="gini = 0.694\nsamples = 7\nvalue = [1, 0, 2, 1, 3, 0, 0, 0]"] ;
2391 -> 2393 ;
2394 [label="gini = 0.71\nsamples = 13\nvalue = [2, 0, 1, 6, 2, 2, 0, 0]"] ;
2388 -> 2394 ;
2395 [label="X[0] <= 11.905\ngini = 0.794\nsamples = 120\nvalue = [7, 7, 17, 27, 39, 17, 6, 0]"] ;
2387 -> 2395 ;
2396 [label="gini = 0.804\nsamples = 93\nvalue = [7, 7, 12, 19, 30, 13, 5, 0]"] ;
2395 -> 2396 ;
2397 [label="X[0] <= 11.935\ngini = 0.743\nsamples = 27\nvalue = [0, 0, 5, 8, 9, 4, 1, 0]"] ;
2395 -> 2397 ;
2398 [label="X[0] <= 11.925\ngini = 0.726\nsamples = 19\nvalue = [0, 0, 3, 7, 6, 2, 1, 0]"] ;
2397 -> 2398 ;
2399 [label="X[0] <= 11.915\ngini = 0.756\nsamples = 15\nvalue = [0, 0, 3, 5, 4, 2, 1, 0]"] ;
2398 -> 2399 ;
2400 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 2, 1, 0, 1, 0]"] ;
2399 -> 2400 ;
2401 [label="gini = 0.74\nsamples = 10\nvalue = [0, 0, 2, 3, 3, 2, 0, 0]"] ;
2399 -> 2401 ;
2402 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
2398 -> 2402 ;
2403 [label="gini = 0.719\nsamples = 8\nvalue = [0, 0, 2, 1, 3, 2, 0, 0]"] ;
2397 -> 2403 ;
2404 [label="X[0] <= 11.965\ngini = 0.77\nsamples = 28\nvalue = [3, 1, 3, 10, 6, 5, 0, 0]"] ;
2386 -> 2404 ;
2405 [label="X[0] <= 11.955\ngini = 0.785\nsamples = 24\nvalue = [3, 1, 3, 8, 5, 4, 0, 0]"] ;
2404 -> 2405 ;
2406 [label="gini = 0.79\nsamples = 9\nvalue = [1, 1, 1, 3, 2, 1, 0, 0]"] ;
2405 -> 2406 ;
2407 [label="gini = 0.773\nsamples = 15\nvalue = [2, 0, 2, 5, 3, 3, 0, 0]"] ;
2405 -> 2407 ;
2408 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 2, 1, 1, 0, 0]"] ;
2404 -> 2408 ;
2409 [label="X[0] <= 12.015\ngini = 0.805\nsamples = 238\nvalue = [20, 12, 47, 66, 56, 27, 8, 2]"] ;
2289 -> 2409 ;
2410 [label="X[0] <= 12.005\ngini = 0.824\nsamples = 83\nvalue = [7, 8, 17, 20, 16, 12, 3, 0]"] ;
2409 -> 2410 ;
2411 [label="X[0] <= 11.985\ngini = 0.816\nsamples = 75\nvalue = [5, 7, 16, 19, 16, 9, 3, 0]"] ;
2410 -> 2411 ;
2412 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
2411 -> 2412 ;
2413 [label="X[0] <= 11.995\ngini = 0.817\nsamples = 73\nvalue = [5, 7, 15, 19, 15, 9, 3, 0]"] ;
2411 -> 2413 ;
2414 [label="gini = 0.786\nsamples = 14\nvalue = [0, 2, 2, 5, 1, 2, 2, 0]"] ;
2413 -> 2414 ;
2415 [label="gini = 0.81\nsamples = 59\nvalue = [5, 5, 13, 14, 14, 7, 1, 0]"] ;
2413 -> 2415 ;
2416 [label="gini = 0.75\nsamples = 8\nvalue = [2, 1, 1, 1, 0, 3, 0, 0]"] ;
2410 -> 2416 ;
2417 [label="X[0] <= 12.025\ngini = 0.79\nsamples = 155\nvalue = [13, 4, 30, 46, 40, 15, 5, 2]"] ;
2409 -> 2417 ;
2418 [label="gini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 5, 1, 0, 1, 0]"] ;
2417 -> 2418 ;
2419 [label="X[0] <= 12.115\ngini = 0.793\nsamples = 147\nvalue = [13, 4, 29, 41, 39, 15, 4, 2]"] ;
2417 -> 2419 ;
2420 [label="X[0] <= 12.075\ngini = 0.793\nsamples = 140\nvalue = [13, 4, 26, 39, 38, 15, 3, 2]"] ;
2419 -> 2420 ;
2421 [label="X[0] <= 12.065\ngini = 0.756\nsamples = 41\nvalue = [3, 0, 6, 14, 12, 5, 1, 0]"] ;
2420 -> 2421 ;
2422 [label="X[0] <= 12.045\ngini = 0.758\nsamples = 34\nvalue = [3, 0, 5, 10, 11, 5, 0, 0]"] ;
2421 -> 2422 ;
2423 [label="X[0] <= 12.035\ngini = 0.722\nsamples = 13\nvalue = [0, 0, 3, 5, 3, 2, 0, 0]"] ;
2422 -> 2423 ;
2424 [label="gini = 0.74\nsamples = 10\nvalue = [0, 0, 2, 3, 3, 2, 0, 0]"] ;
2423 -> 2424 ;
2425 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 2, 0, 0, 0, 0]"] ;
2423 -> 2425 ;
2426 [label="X[0] <= 12.055\ngini = 0.748\nsamples = 21\nvalue = [3, 0, 2, 5, 8, 3, 0, 0]"] ;
2422 -> 2426 ;
2427 [label="gini = 0.711\nsamples = 11\nvalue = [3, 0, 0, 3, 4, 1, 0, 0]"] ;
2426 -> 2427 ;
2428 [label="gini = 0.72\nsamples = 10\nvalue = [0, 0, 2, 2, 4, 2, 0, 0]"] ;
2426 -> 2428 ;
2429 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 4, 1, 0, 1, 0]"] ;
2421 -> 2429 ;
2430 [label="X[0] <= 12.095\ngini = 0.804\nsamples = 99\nvalue = [10, 4, 20, 25, 26, 10, 2, 2]"] ;
2420 -> 2430 ;
2431 [label="X[0] <= 12.085\ngini = 0.698\nsamples = 13\nvalue = [1, 0, 6, 3, 2, 1, 0, 0]"] ;
2430 -> 2431 ;
2432 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 2, 1, 1, 1, 0, 0]"] ;
2431 -> 2432 ;
2433 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 4, 2, 1, 0, 0, 0]"] ;
2431 -> 2433 ;
2434 [label="X[0] <= 12.105\ngini = 0.805\nsamples = 86\nvalue = [9, 4, 14, 22, 24, 9, 2, 2]"] ;
2430 -> 2434 ;
2435 [label="gini = 0.805\nsamples = 79\nvalue = [8, 3, 13, 20, 22, 9, 2, 2]"] ;
2434 -> 2435 ;
2436 [label="gini = 0.776\nsamples = 7\nvalue = [1, 1, 1, 2, 2, 0, 0, 0]"] ;
2434 -> 2436 ;
2437 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 3, 2, 1, 0, 1, 0]"] ;
2419 -> 2437 ;
2438 [label="X[0] <= 12.145\ngini = 0.807\nsamples = 35\nvalue = [5, 5, 1, 7, 10, 6, 1, 0]"] ;
2288 -> 2438 ;
2439 [label="X[0] <= 12.135\ngini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 0, 3, 2, 0, 0]"] ;
2438 -> 2439 ;
2440 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
2439 -> 2440 ;
2441 [label="gini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 0, 3, 2, 0, 0]"] ;
2439 -> 2441 ;
2442 [label="X[0] <= 12.175\ngini = 0.813\nsamples = 29\nvalue = [4, 5, 1, 7, 7, 4, 1, 0]"] ;
2438 -> 2442 ;
2443 [label="X[0] <= 12.155\ngini = 0.778\nsamples = 18\nvalue = [2, 5, 1, 5, 4, 1, 0, 0]"] ;
2442 -> 2443 ;
2444 [label="gini = 0.736\nsamples = 12\nvalue = [2, 4, 0, 3, 3, 0, 0, 0]"] ;
2443 -> 2444 ;
2445 [label="X[0] <= 12.165\ngini = 0.778\nsamples = 6\nvalue = [0, 1, 1, 2, 1, 1, 0, 0]"] ;
2443 -> 2445 ;
2446 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 1, 0, 0]"] ;
2445 -> 2446 ;
2447 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 1, 0, 0, 0]"] ;
2445 -> 2447 ;
2448 [label="gini = 0.777\nsamples = 11\nvalue = [2, 0, 0, 2, 3, 3, 1, 0]"] ;
2442 -> 2448 ;
2449 [label="X[0] <= 12.235\ngini = 0.789\nsamples = 1335\nvalue = [109, 78, 177, 335, 439, 142, 38, 17]"] ;
2121 -> 2449 ;
2450 [label="X[0] <= 12.205\ngini = 0.73\nsamples = 105\nvalue = [5, 3, 11, 26, 45, 10, 4, 1]"] ;
2449 -> 2450 ;
2451 [label="X[0] <= 12.195\ngini = 0.742\nsamples = 85\nvalue = [5, 3, 10, 19, 36, 8, 3, 1]"] ;
2450 -> 2451 ;
2452 [label="gini = 0.688\nsamples = 8\nvalue = [1, 0, 0, 3, 3, 1, 0, 0]"] ;
2451 -> 2452 ;
2453 [label="gini = 0.742\nsamples = 77\nvalue = [4, 3, 10, 16, 33, 7, 3, 1]"] ;
2451 -> 2453 ;
2454 [label="X[0] <= 12.215\ngini = 0.66\nsamples = 20\nvalue = [0, 0, 1, 7, 9, 2, 1, 0]"] ;
2450 -> 2454 ;
2455 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
2454 -> 2455 ;
2456 [label="X[0] <= 12.225\ngini = 0.688\nsamples = 16\nvalue = [0, 0, 1, 5, 7, 2, 1, 0]"] ;
2454 -> 2456 ;
2457 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 1, 0, 0]"] ;
2456 -> 2457 ;
2458 [label="gini = 0.694\nsamples = 12\nvalue = [0, 0, 1, 4, 5, 1, 1, 0]"] ;
2456 -> 2458 ;
2459 [label="X[0] <= 12.685\ngini = 0.793\nsamples = 1230\nvalue = [104, 75, 166, 309, 394, 132, 34, 16]"] ;
2449 -> 2459 ;
2460 [label="X[0] <= 12.605\ngini = 0.796\nsamples = 791\nvalue = [65, 42, 122, 193, 246, 92, 21, 10]"] ;
2459 -> 2460 ;
2461 [label="X[0] <= 12.565\ngini = 0.798\nsamples = 713\nvalue = [54, 40, 106, 177, 217, 89, 20, 10]"] ;
2460 -> 2461 ;
2462 [label="X[0] <= 12.545\ngini = 0.797\nsamples = 590\nvalue = [44, 35, 89, 141, 184, 75, 16, 6]"] ;
2461 -> 2462 ;
2463 [label="X[0] <= 12.535\ngini = 0.796\nsamples = 571\nvalue = [44, 34, 82, 139, 179, 71, 16, 6]"] ;
2462 -> 2463 ;
2464 [label="X[0] <= 12.515\ngini = 0.798\nsamples = 555\nvalue = [44, 33, 81, 136, 171, 69, 15, 6]"] ;
2463 -> 2464 ;
2465 [label="X[0] <= 12.505\ngini = 0.798\nsamples = 533\nvalue = [42, 32, 75, 130, 165, 68, 15, 6]"] ;
2464 -> 2465 ;
2466 [label="X[0] <= 12.495\ngini = 0.797\nsamples = 520\nvalue = [42, 32, 74, 128, 162, 62, 14, 6]"] ;
2465 -> 2466 ;
2467 [label="X[0] <= 12.455\ngini = 0.801\nsamples = 431\nvalue = [34, 24, 64, 106, 129, 55, 13, 6]"] ;
2466 -> 2467 ;
2468 [label="X[0] <= 12.395\ngini = 0.798\nsamples = 399\nvalue = [33, 23, 57, 102, 119, 51, 8, 6]"] ;
2467 -> 2468 ;
2469 [label="X[0] <= 12.335\ngini = 0.803\nsamples = 239\nvalue = [21, 14, 39, 54, 72, 31, 5, 3]"] ;
2468 -> 2469 ;
2470 [label="X[0] <= 12.325\ngini = 0.794\nsamples = 190\nvalue = [14, 11, 30, 51, 55, 24, 3, 2]"] ;
2469 -> 2470 ;
2471 [label="X[0] <= 12.315\ngini = 0.799\nsamples = 183\nvalue = [14, 11, 30, 47, 52, 24, 3, 2]"] ;
2470 -> 2471 ;
2472 [label="X[0] <= 12.305\ngini = 0.798\nsamples = 170\nvalue = [13, 11, 28, 43, 50, 20, 3, 2]"] ;
2471 -> 2472 ;
2473 [label="X[0] <= 12.295\ngini = 0.791\nsamples = 158\nvalue = [13, 9, 25, 41, 48, 19, 2, 1]"] ;
2472 -> 2473 ;
2474 [label="X[0] <= 12.285\ngini = 0.806\nsamples = 51\nvalue = [2, 3, 10, 13, 13, 7, 2, 1]"] ;
2473 -> 2474 ;
2475 [label="X[0] <= 12.275\ngini = 0.808\nsamples = 47\nvalue = [2, 3, 9, 11, 13, 6, 2, 1]"] ;
2474 -> 2475 ;
2476 [label="X[0] <= 12.255\ngini = 0.802\nsamples = 43\nvalue = [2, 2, 8, 11, 12, 5, 2, 1]"] ;
2475 -> 2476 ;
2477 [label="X[0] <= 12.245\ngini = 0.78\nsamples = 21\nvalue = [0, 1, 3, 5, 7, 3, 2, 0]"] ;
2476 -> 2477 ;
2478 [label="gini = 0.76\nsamples = 11\nvalue = [0, 0, 3, 3, 3, 1, 1, 0]"] ;
2477 -> 2478 ;
2479 [label="gini = 0.74\nsamples = 10\nvalue = [0, 1, 0, 2, 4, 2, 1, 0]"] ;
2477 -> 2479 ;
2480 [label="X[0] <= 12.265\ngini = 0.802\nsamples = 22\nvalue = [2, 1, 5, 6, 5, 2, 0, 1]"] ;
2476 -> 2480 ;
2481 [label="gini = 0.76\nsamples = 10\nvalue = [1, 0, 3, 3, 2, 1, 0, 0]"] ;
2480 -> 2481 ;
2482 [label="gini = 0.819\nsamples = 12\nvalue = [1, 1, 2, 3, 3, 1, 0, 1]"] ;
2480 -> 2482 ;
2483 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 1, 0, 1, 1, 0, 0]"] ;
2475 -> 2483 ;
2484 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 0, 1, 0, 0]"] ;
2474 -> 2484 ;
2485 [label="gini = 0.779\nsamples = 107\nvalue = [11, 6, 15, 28, 35, 12, 0, 0]"] ;
2473 -> 2485 ;
2486 [label="gini = 0.833\nsamples = 12\nvalue = [0, 2, 3, 2, 2, 1, 1, 1]"] ;
2472 -> 2486 ;
2487 [label="gini = 0.757\nsamples = 13\nvalue = [1, 0, 2, 4, 2, 4, 0, 0]"] ;
2471 -> 2487 ;
2488 [label="gini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 4, 3, 0, 0, 0]"] ;
2470 -> 2488 ;
2489 [label="X[0] <= 12.355\ngini = 0.796\nsamples = 49\nvalue = [7, 3, 9, 3, 17, 7, 2, 1]"] ;
2469 -> 2489 ;
2490 [label="X[0] <= 12.345\ngini = 0.592\nsamples = 13\nvalue = [0, 0, 4, 0, 7, 2, 0, 0]"] ;
2489 -> 2490 ;
2491 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 2, 0, 4, 0, 0, 0]"] ;
2490 -> 2491 ;
2492 [label="gini = 0.653\nsamples = 7\nvalue = [0, 0, 2, 0, 3, 2, 0, 0]"] ;
2490 -> 2492 ;
2493 [label="X[0] <= 12.375\ngini = 0.829\nsamples = 36\nvalue = [7, 3, 5, 3, 10, 5, 2, 1]"] ;
2489 -> 2493 ;
2494 [label="X[0] <= 12.365\ngini = 0.781\nsamples = 13\nvalue = [3, 1, 0, 3, 4, 1, 1, 0]"] ;
2493 -> 2494 ;
2495 [label="gini = 0.719\nsamples = 8\nvalue = [2, 0, 0, 2, 3, 0, 1, 0]"] ;
2494 -> 2495 ;
2496 [label="gini = 0.8\nsamples = 5\nvalue = [1, 1, 0, 1, 1, 1, 0, 0]"] ;
2494 -> 2496 ;
2497 [label="X[0] <= 12.385\ngini = 0.813\nsamples = 23\nvalue = [4, 2, 5, 0, 6, 4, 1, 1]"] ;
2493 -> 2497 ;
2498 [label="gini = 0.736\nsamples = 12\nvalue = [1, 1, 4, 0, 4, 2, 0, 0]"] ;
2497 -> 2498 ;
2499 [label="gini = 0.826\nsamples = 11\nvalue = [3, 1, 1, 0, 2, 2, 1, 1]"] ;
2497 -> 2499 ;
2500 [label="X[0] <= 12.405\ngini = 0.786\nsamples = 160\nvalue = [12, 9, 18, 48, 47, 20, 3, 3]"] ;
2468 -> 2500 ;
2501 [label="gini = 0.776\nsamples = 113\nvalue = [10, 7, 13, 36, 34, 9, 2, 2]"] ;
2500 -> 2501 ;
2502 [label="X[0] <= 12.415\ngini = 0.788\nsamples = 47\nvalue = [2, 2, 5, 12, 13, 11, 1, 1]"] ;
2500 -> 2502 ;
2503 [label="gini = 0.79\nsamples = 9\nvalue = [0, 1, 2, 1, 1, 3, 1, 0]"] ;
2502 -> 2503 ;
2504 [label="X[0] <= 12.435\ngini = 0.762\nsamples = 38\nvalue = [2, 1, 3, 11, 12, 8, 0, 1]"] ;
2502 -> 2504 ;
2505 [label="X[0] <= 12.425\ngini = 0.717\nsamples = 21\nvalue = [1, 1, 1, 7, 8, 3, 0, 0]"] ;
2504 -> 2505 ;
2506 [label="gini = 0.678\nsamples = 11\nvalue = [0, 1, 0, 3, 5, 2, 0, 0]"] ;
2505 -> 2506 ;
2507 [label="gini = 0.72\nsamples = 10\nvalue = [1, 0, 1, 4, 3, 1, 0, 0]"] ;
2505 -> 2507 ;
2508 [label="X[0] <= 12.445\ngini = 0.782\nsamples = 17\nvalue = [1, 0, 2, 4, 4, 5, 0, 1]"] ;
2504 -> 2508 ;
2509 [label="gini = 0.74\nsamples = 10\nvalue = [1, 0, 0, 2, 2, 4, 0, 1]"] ;
2508 -> 2509 ;
2510 [label="gini = 0.735\nsamples = 7\nvalue = [0, 0, 2, 2, 2, 1, 0, 0]"] ;
2508 -> 2510 ;
2511 [label="X[0] <= 12.475\ngini = 0.797\nsamples = 32\nvalue = [1, 1, 7, 4, 10, 4, 5, 0]"] ;
2467 -> 2511 ;
2512 [label="X[0] <= 12.465\ngini = 0.711\nsamples = 16\nvalue = [0, 1, 4, 0, 7, 2, 2, 0]"] ;
2511 -> 2512 ;
2513 [label="gini = 0.741\nsamples = 9\nvalue = [0, 1, 3, 0, 3, 1, 1, 0]"] ;
2512 -> 2513 ;
2514 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 1, 1, 0]"] ;
2512 -> 2514 ;
2515 [label="X[0] <= 12.485\ngini = 0.812\nsamples = 16\nvalue = [1, 0, 3, 4, 3, 2, 3, 0]"] ;
2511 -> 2515 ;
2516 [label="gini = 0.722\nsamples = 6\nvalue = [0, 0, 1, 2, 2, 0, 1, 0]"] ;
2515 -> 2516 ;
2517 [label="gini = 0.82\nsamples = 10\nvalue = [1, 0, 2, 2, 1, 2, 2, 0]"] ;
2515 -> 2517 ;
2518 [label="gini = 0.766\nsamples = 89\nvalue = [8, 8, 10, 22, 33, 7, 1, 0]"] ;
2466 -> 2518 ;
2519 [label="gini = 0.698\nsamples = 13\nvalue = [0, 0, 1, 2, 3, 6, 1, 0]"] ;
2465 -> 2519 ;
2520 [label="X[0] <= 12.525\ngini = 0.764\nsamples = 22\nvalue = [2, 1, 6, 6, 6, 1, 0, 0]"] ;
2464 -> 2520 ;
2521 [label="gini = 0.744\nsamples = 11\nvalue = [1, 1, 4, 3, 2, 0, 0, 0]"] ;
2520 -> 2521 ;
2522 [label="gini = 0.744\nsamples = 11\nvalue = [1, 0, 2, 3, 4, 1, 0, 0]"] ;
2520 -> 2522 ;
2523 [label="gini = 0.688\nsamples = 16\nvalue = [0, 1, 1, 3, 8, 2, 1, 0]"] ;
2463 -> 2523 ;
2524 [label="X[0] <= 12.555\ngini = 0.737\nsamples = 19\nvalue = [0, 1, 7, 2, 5, 4, 0, 0]"] ;
2462 -> 2524 ;
2525 [label="gini = 0.66\nsamples = 10\nvalue = [0, 1, 5, 2, 2, 0, 0, 0]"] ;
2524 -> 2525 ;
2526 [label="gini = 0.642\nsamples = 9\nvalue = [0, 0, 2, 0, 3, 4, 0, 0]"] ;
2524 -> 2526 ;
2527 [label="X[0] <= 12.595\ngini = 0.8\nsamples = 123\nvalue = [10, 5, 17, 36, 33, 14, 4, 4]"] ;
2461 -> 2527 ;
2528 [label="X[0] <= 12.585\ngini = 0.74\nsamples = 33\nvalue = [4, 0, 5, 14, 6, 3, 1, 0]"] ;
2527 -> 2528 ;
2529 [label="X[0] <= 12.575\ngini = 0.723\nsamples = 22\nvalue = [2, 0, 3, 10, 4, 2, 1, 0]"] ;
2528 -> 2529 ;
2530 [label="gini = 0.735\nsamples = 7\nvalue = [1, 0, 1, 3, 1, 1, 0, 0]"] ;
2529 -> 2530 ;
2531 [label="gini = 0.711\nsamples = 15\nvalue = [1, 0, 2, 7, 3, 1, 1, 0]"] ;
2529 -> 2531 ;
2532 [label="gini = 0.76\nsamples = 11\nvalue = [2, 0, 2, 4, 2, 1, 0, 0]"] ;
2528 -> 2532 ;
2533 [label="gini = 0.807\nsamples = 90\nvalue = [6, 5, 12, 22, 27, 11, 3, 4]"] ;
2527 -> 2533 ;
2534 [label="X[0] <= 12.635\ngini = 0.755\nsamples = 78\nvalue = [11, 2, 16, 16, 29, 3, 1, 0]"] ;
2460 -> 2534 ;
2535 [label="X[0] <= 12.615\ngini = 0.642\nsamples = 26\nvalue = [2, 1, 6, 2, 14, 1, 0, 0]"] ;
2534 -> 2535 ;
2536 [label="gini = 0.719\nsamples = 8\nvalue = [2, 0, 2, 1, 3, 0, 0, 0]"] ;
2535 -> 2536 ;
2537 [label="X[0] <= 12.625\ngini = 0.568\nsamples = 18\nvalue = [0, 1, 4, 1, 11, 1, 0, 0]"] ;
2535 -> 2537 ;
2538 [label="gini = 0.278\nsamples = 6\nvalue = [0, 0, 1, 0, 5, 0, 0, 0]"] ;
2537 -> 2538 ;
2539 [label="gini = 0.667\nsamples = 12\nvalue = [0, 1, 3, 1, 6, 1, 0, 0]"] ;
2537 -> 2539 ;
2540 [label="X[0] <= 12.665\ngini = 0.775\nsamples = 52\nvalue = [9, 1, 10, 14, 15, 2, 1, 0]"] ;
2534 -> 2540 ;
2541 [label="X[0] <= 12.655\ngini = 0.732\nsamples = 32\nvalue = [7, 1, 4, 12, 8, 0, 0, 0]"] ;
2540 -> 2541 ;
2542 [label="X[0] <= 12.645\ngini = 0.747\nsamples = 24\nvalue = [6, 1, 3, 8, 6, 0, 0, 0]"] ;
2541 -> 2542 ;
2543 [label="gini = 0.724\nsamples = 14\nvalue = [4, 0, 2, 5, 3, 0, 0, 0]"] ;
2542 -> 2543 ;
2544 [label="gini = 0.76\nsamples = 10\nvalue = [2, 1, 1, 3, 3, 0, 0, 0]"] ;
2542 -> 2544 ;
2545 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 1, 4, 2, 0, 0, 0]"] ;
2541 -> 2545 ;
2546 [label="X[0] <= 12.675\ngini = 0.755\nsamples = 20\nvalue = [2, 0, 6, 2, 7, 2, 1, 0]"] ;
2540 -> 2546 ;
2547 [label="gini = 0.667\nsamples = 12\nvalue = [1, 0, 3, 1, 6, 1, 0, 0]"] ;
2546 -> 2547 ;
2548 [label="gini = 0.781\nsamples = 8\nvalue = [1, 0, 3, 1, 1, 1, 1, 0]"] ;
2546 -> 2548 ;
2549 [label="X[0] <= 12.845\ngini = 0.784\nsamples = 439\nvalue = [39, 33, 44, 116, 148, 40, 13, 6]"] ;
2459 -> 2549 ;
2550 [label="X[0] <= 12.825\ngini = 0.763\nsamples = 300\nvalue = [23, 20, 29, 80, 112, 24, 8, 4]"] ;
2549 -> 2550 ;
2551 [label="X[0] <= 12.805\ngini = 0.766\nsamples = 286\nvalue = [23, 20, 28, 79, 103, 23, 7, 3]"] ;
2550 -> 2551 ;
2552 [label="X[0] <= 12.695\ngini = 0.766\nsamples = 263\nvalue = [21, 18, 25, 68, 98, 23, 7, 3]"] ;
2551 -> 2552 ;
2553 [label="gini = 0.5\nsamples = 4\nvalue = [2, 0, 0, 2, 0, 0, 0, 0]"] ;
2552 -> 2553 ;
2554 [label="X[0] <= 12.755\ngini = 0.764\nsamples = 259\nvalue = [19, 18, 25, 66, 98, 23, 7, 3]"] ;
2552 -> 2554 ;
2555 [label="X[0] <= 12.705\ngini = 0.748\nsamples = 145\nvalue = [8, 10, 13, 36, 59, 13, 4, 2]"] ;
2554 -> 2555 ;
2556 [label="gini = 0.763\nsamples = 110\nvalue = [7, 7, 12, 29, 41, 10, 2, 2]"] ;
2555 -> 2556 ;
2557 [label="X[0] <= 12.725\ngini = 0.676\nsamples = 35\nvalue = [1, 3, 1, 7, 18, 3, 2, 0]"] ;
2555 -> 2557 ;
2558 [label="X[0] <= 12.715\ngini = 0.528\nsamples = 12\nvalue = [0, 1, 1, 0, 8, 1, 1, 0]"] ;
2557 -> 2558 ;
2559 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 1, 1, 0]"] ;
2558 -> 2559 ;
2560 [label="gini = 0.32\nsamples = 5\nvalue = [0, 1, 0, 0, 4, 0, 0, 0]"] ;
2558 -> 2560 ;
2561 [label="X[0] <= 12.745\ngini = 0.699\nsamples = 23\nvalue = [1, 2, 0, 7, 10, 2, 1, 0]"] ;
2557 -> 2561 ;
2562 [label="X[0] <= 12.735\ngini = 0.686\nsamples = 13\nvalue = [0, 1, 0, 5, 5, 1, 1, 0]"] ;
2561 -> 2562 ;
2563 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 1, 0, 0, 0]"] ;
2562 -> 2563 ;
2564 [label="gini = 0.66\nsamples = 10\nvalue = [0, 0, 0, 4, 4, 1, 1, 0]"] ;
2562 -> 2564 ;
2565 [label="gini = 0.68\nsamples = 10\nvalue = [1, 1, 0, 2, 5, 1, 0, 0]"] ;
2561 -> 2565 ;
2566 [label="X[0] <= 12.785\ngini = 0.78\nsamples = 114\nvalue = [11, 8, 12, 30, 39, 10, 3, 1]"] ;
2554 -> 2566 ;
2567 [label="X[0] <= 12.775\ngini = 0.816\nsamples = 25\nvalue = [5, 2, 4, 4, 7, 2, 1, 0]"] ;
2566 -> 2567 ;
2568 [label="X[0] <= 12.765\ngini = 0.796\nsamples = 18\nvalue = [4, 1, 2, 4, 5, 2, 0, 0]"] ;
2567 -> 2568 ;
2569 [label="gini = 0.816\nsamples = 7\nvalue = [1, 1, 1, 2, 1, 1, 0, 0]"] ;
2568 -> 2569 ;
2570 [label="gini = 0.744\nsamples = 11\nvalue = [3, 0, 1, 2, 4, 1, 0, 0]"] ;
2568 -> 2570 ;
2571 [label="gini = 0.776\nsamples = 7\nvalue = [1, 1, 2, 0, 2, 0, 1, 0]"] ;
2567 -> 2571 ;
2572 [label="X[0] <= 12.795\ngini = 0.76\nsamples = 89\nvalue = [6, 6, 8, 26, 32, 8, 2, 1]"] ;
2566 -> 2572 ;
2573 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
2572 -> 2573 ;
2574 [label="gini = 0.767\nsamples = 85\nvalue = [6, 6, 8, 24, 30, 8, 2, 1]"] ;
2572 -> 2574 ;
2575 [label="X[0] <= 12.815\ngini = 0.692\nsamples = 23\nvalue = [2, 2, 3, 11, 5, 0, 0, 0]"] ;
2551 -> 2575 ;
2576 [label="gini = 0.68\nsamples = 10\nvalue = [1, 1, 1, 5, 2, 0, 0, 0]"] ;
2575 -> 2576 ;
2577 [label="gini = 0.698\nsamples = 13\nvalue = [1, 1, 2, 6, 3, 0, 0, 0]"] ;
2575 -> 2577 ;
2578 [label="X[0] <= 12.835\ngini = 0.561\nsamples = 14\nvalue = [0, 0, 1, 1, 9, 1, 1, 1]"] ;
2550 -> 2578 ;
2579 [label="gini = 0.406\nsamples = 8\nvalue = [0, 0, 1, 0, 6, 0, 0, 1]"] ;
2578 -> 2579 ;
2580 [label="gini = 0.667\nsamples = 6\nvalue = [0, 0, 0, 1, 3, 1, 1, 0]"] ;
2578 -> 2580 ;
2581 [label="X[0] <= 12.865\ngini = 0.817\nsamples = 139\nvalue = [16, 13, 15, 36, 36, 16, 5, 2]"] ;
2549 -> 2581 ;
2582 [label="X[0] <= 12.855\ngini = 0.754\nsamples = 17\nvalue = [1, 2, 5, 6, 1, 2, 0, 0]"] ;
2581 -> 2582 ;
2583 [label="gini = 0.694\nsamples = 7\nvalue = [0, 1, 3, 2, 1, 0, 0, 0]"] ;
2582 -> 2583 ;
2584 [label="gini = 0.74\nsamples = 10\nvalue = [1, 1, 2, 4, 0, 2, 0, 0]"] ;
2582 -> 2584 ;
2585 [label="X[0] <= 12.885\ngini = 0.812\nsamples = 122\nvalue = [15, 11, 10, 30, 35, 14, 5, 2]"] ;
2581 -> 2585 ;
2586 [label="X[0] <= 12.875\ngini = 0.76\nsamples = 22\nvalue = [2, 4, 1, 3, 9, 2, 1, 0]"] ;
2585 -> 2586 ;
2587 [label="gini = 0.828\nsamples = 13\nvalue = [2, 3, 1, 1, 3, 2, 1, 0]"] ;
2586 -> 2587 ;
2588 [label="gini = 0.494\nsamples = 9\nvalue = [0, 1, 0, 2, 6, 0, 0, 0]"] ;
2586 -> 2588 ;
2589 [label="X[0] <= 12.895\ngini = 0.813\nsamples = 100\nvalue = [13, 7, 9, 27, 26, 12, 4, 2]"] ;
2585 -> 2589 ;
2590 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 0, 4, 1, 1, 0, 0]"] ;
2589 -> 2590 ;
2591 [label="gini = 0.819\nsamples = 93\nvalue = [12, 7, 9, 23, 25, 11, 4, 2]"] ;
2589 -> 2591 ;
2592 [label="X[0] <= 12.915\ngini = 0.776\nsamples = 347\nvalue = [18, 22, 46, 66, 132, 45, 16, 2]"] ;
2120 -> 2592 ;
2593 [label="gini = 0.625\nsamples = 8\nvalue = [0, 4, 2, 0, 2, 0, 0, 0]"] ;
2592 -> 2593 ;
2594 [label="X[0] <= 13.035\ngini = 0.773\nsamples = 339\nvalue = [18, 18, 44, 66, 130, 45, 16, 2]"] ;
2592 -> 2594 ;
2595 [label="X[0] <= 12.935\ngini = 0.753\nsamples = 192\nvalue = [5, 13, 23, 33, 81, 24, 13, 0]"] ;
2594 -> 2595 ;
2596 [label="X[0] <= 12.925\ngini = 0.755\nsamples = 25\nvalue = [0, 1, 5, 6, 9, 1, 3, 0]"] ;
2595 -> 2596 ;
2597 [label="gini = 0.684\nsamples = 14\nvalue = [0, 0, 3, 4, 6, 0, 1, 0]"] ;
2596 -> 2597 ;
2598 [label="gini = 0.81\nsamples = 11\nvalue = [0, 1, 2, 2, 3, 1, 2, 0]"] ;
2596 -> 2598 ;
2599 [label="X[0] <= 12.965\ngini = 0.748\nsamples = 167\nvalue = [5, 12, 18, 27, 72, 23, 10, 0]"] ;
2595 -> 2599 ;
2600 [label="X[0] <= 12.955\ngini = 0.692\nsamples = 26\nvalue = [2, 1, 0, 7, 12, 3, 1, 0]"] ;
2599 -> 2600 ;
2601 [label="X[0] <= 12.945\ngini = 0.649\nsamples = 15\nvalue = [1, 0, 0, 3, 8, 2, 1, 0]"] ;
2600 -> 2601 ;
2602 [label="gini = 0.74\nsamples = 10\nvalue = [1, 0, 0, 2, 4, 2, 1, 0]"] ;
2601 -> 2602 ;
2603 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
2601 -> 2603 ;
2604 [label="gini = 0.711\nsamples = 11\nvalue = [1, 1, 0, 4, 4, 1, 0, 0]"] ;
2600 -> 2604 ;
2605 [label="X[0] <= 12.985\ngini = 0.752\nsamples = 141\nvalue = [3, 11, 18, 20, 60, 20, 9, 0]"] ;
2599 -> 2605 ;
2606 [label="X[0] <= 12.975\ngini = 0.657\nsamples = 17\nvalue = [0, 1, 2, 0, 9, 2, 3, 0]"] ;
2605 -> 2606 ;
2607 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 1, 0, 4, 1, 0, 0]"] ;
2606 -> 2607 ;
2608 [label="gini = 0.694\nsamples = 11\nvalue = [0, 1, 1, 0, 5, 1, 3, 0]"] ;
2606 -> 2608 ;
2609 [label="X[0] <= 12.995\ngini = 0.758\nsamples = 124\nvalue = [3, 10, 16, 20, 51, 18, 6, 0]"] ;
2605 -> 2609 ;
2610 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 0, 1, 1, 0, 0]"] ;
2609 -> 2610 ;
2611 [label="X[0] <= 13.005\ngini = 0.757\nsamples = 121\nvalue = [3, 10, 15, 20, 50, 17, 6, 0]"] ;
2609 -> 2611 ;
2612 [label="gini = 0.761\nsamples = 99\nvalue = [1, 9, 12, 17, 40, 14, 6, 0]"] ;
2611 -> 2612 ;
2613 [label="X[0] <= 13.015\ngini = 0.727\nsamples = 22\nvalue = [2, 1, 3, 3, 10, 3, 0, 0]"] ;
2611 -> 2613 ;
2614 [label="gini = 0.75\nsamples = 8\nvalue = [1, 0, 1, 1, 3, 2, 0, 0]"] ;
2613 -> 2614 ;
2615 [label="X[0] <= 13.025\ngini = 0.694\nsamples = 14\nvalue = [1, 1, 2, 2, 7, 1, 0, 0]"] ;
2613 -> 2615 ;
2616 [label="gini = 0.735\nsamples = 7\nvalue = [1, 1, 1, 1, 3, 0, 0, 0]"] ;
2615 -> 2616 ;
2617 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 1, 4, 1, 0, 0]"] ;
2615 -> 2617 ;
2618 [label="X[0] <= 13.065\ngini = 0.788\nsamples = 147\nvalue = [13, 5, 21, 33, 49, 21, 3, 2]"] ;
2594 -> 2618 ;
2619 [label="X[0] <= 13.055\ngini = 0.835\nsamples = 20\nvalue = [4, 0, 2, 3, 4, 4, 2, 1]"] ;
2618 -> 2619 ;
2620 [label="X[0] <= 13.045\ngini = 0.816\nsamples = 14\nvalue = [3, 0, 1, 1, 4, 2, 2, 1]"] ;
2619 -> 2620 ;
2621 [label="gini = 0.72\nsamples = 5\nvalue = [2, 0, 1, 0, 1, 1, 0, 0]"] ;
2620 -> 2621 ;
2622 [label="gini = 0.79\nsamples = 9\nvalue = [1, 0, 0, 1, 3, 1, 2, 1]"] ;
2620 -> 2622 ;
2623 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 1, 2, 0, 2, 0, 0]"] ;
2619 -> 2623 ;
2624 [label="X[0] <= 13.075\ngini = 0.772\nsamples = 127\nvalue = [9, 5, 19, 30, 45, 17, 1, 1]"] ;
2618 -> 2624 ;
2625 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 2, 0, 2, 1, 0, 0]"] ;
2624 -> 2625 ;
2626 [label="X[0] <= 13.085\ngini = 0.771\nsamples = 122\nvalue = [9, 5, 17, 30, 43, 16, 1, 1]"] ;
2624 -> 2626 ;
2627 [label="gini = 0.76\nsamples = 10\nvalue = [1, 1, 2, 4, 1, 1, 0, 0]"] ;
2626 -> 2627 ;
2628 [label="X[0] <= 13.095\ngini = 0.763\nsamples = 112\nvalue = [8, 4, 15, 26, 42, 15, 1, 1]"] ;
2626 -> 2628 ;
2629 [label="gini = 0.673\nsamples = 14\nvalue = [1, 2, 1, 3, 7, 0, 0, 0]"] ;
2628 -> 2629 ;
2630 [label="gini = 0.768\nsamples = 98\nvalue = [7, 2, 14, 23, 35, 15, 1, 1]"] ;
2628 -> 2630 ;
2631 [label="X[0] <= 14.235\ngini = 0.742\nsamples = 4523\nvalue = [350, 225, 432, 689, 2020, 560, 201, 46]"] ;
1905 -> 2631 ;
2632 [label="X[0] <= 14.225\ngini = 0.741\nsamples = 1667\nvalue = [108, 88, 177, 293, 735, 196, 56, 14]"] ;
2631 -> 2632 ;
2633 [label="X[0] <= 13.935\ngini = 0.741\nsamples = 1661\nvalue = [108, 88, 177, 289, 735, 194, 56, 14]"] ;
2632 -> 2633 ;
2634 [label="X[0] <= 13.615\ngini = 0.749\nsamples = 1310\nvalue = [93, 65, 149, 229, 564, 151, 48, 11]"] ;
2633 -> 2634 ;
2635 [label="X[0] <= 13.195\ngini = 0.74\nsamples = 849\nvalue = [63, 42, 86, 148, 379, 87, 37, 7]"] ;
2634 -> 2635 ;
2636 [label="X[0] <= 13.135\ngini = 0.692\nsamples = 88\nvalue = [6, 1, 4, 12, 45, 11, 6, 3]"] ;
2635 -> 2636 ;
2637 [label="X[0] <= 13.115\ngini = 0.718\nsamples = 30\nvalue = [2, 1, 0, 3, 14, 6, 2, 2]"] ;
2636 -> 2637 ;
2638 [label="gini = 0.691\nsamples = 9\nvalue = [0, 0, 0, 2, 4, 2, 0, 1]"] ;
2637 -> 2638 ;
2639 [label="X[0] <= 13.125\ngini = 0.712\nsamples = 21\nvalue = [2, 1, 0, 1, 10, 4, 2, 1]"] ;
2637 -> 2639 ;
2640 [label="gini = 0.716\nsamples = 9\nvalue = [1, 0, 0, 1, 4, 2, 1, 0]"] ;
2639 -> 2640 ;
2641 [label="gini = 0.694\nsamples = 12\nvalue = [1, 1, 0, 0, 6, 2, 1, 1]"] ;
2639 -> 2641 ;
2642 [label="X[0] <= 13.155\ngini = 0.668\nsamples = 58\nvalue = [4, 0, 4, 9, 31, 5, 4, 1]"] ;
2636 -> 2642 ;
2643 [label="X[0] <= 13.145\ngini = 0.693\nsamples = 19\nvalue = [0, 0, 3, 4, 9, 0, 2, 1]"] ;
2642 -> 2643 ;
2644 [label="gini = 0.667\nsamples = 9\nvalue = [0, 0, 1, 3, 4, 0, 0, 1]"] ;
2643 -> 2644 ;
2645 [label="gini = 0.66\nsamples = 10\nvalue = [0, 0, 2, 1, 5, 0, 2, 0]"] ;
2643 -> 2645 ;
2646 [label="X[0] <= 13.185\ngini = 0.635\nsamples = 39\nvalue = [4, 0, 1, 5, 22, 5, 2, 0]"] ;
2642 -> 2646 ;
2647 [label="X[0] <= 13.175\ngini = 0.645\nsamples = 31\nvalue = [3, 0, 1, 5, 17, 4, 1, 0]"] ;
2646 -> 2647 ;
2648 [label="X[0] <= 13.165\ngini = 0.656\nsamples = 24\nvalue = [3, 0, 1, 3, 13, 3, 1, 0]"] ;
2647 -> 2648 ;
2649 [label="gini = 0.651\nsamples = 13\nvalue = [2, 0, 1, 2, 7, 1, 0, 0]"] ;
2648 -> 2649 ;
2650 [label="gini = 0.645\nsamples = 11\nvalue = [1, 0, 0, 1, 6, 2, 1, 0]"] ;
2648 -> 2650 ;
2651 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 2, 4, 1, 0, 0]"] ;
2647 -> 2651 ;
2652 [label="gini = 0.562\nsamples = 8\nvalue = [1, 0, 0, 0, 5, 1, 1, 0]"] ;
2646 -> 2652 ;
2653 [label="X[0] <= 13.405\ngini = 0.744\nsamples = 761\nvalue = [57, 41, 82, 136, 334, 76, 31, 4]"] ;
2635 -> 2653 ;
2654 [label="X[0] <= 13.365\ngini = 0.745\nsamples = 438\nvalue = [33, 23, 51, 89, 188, 36, 15, 3]"] ;
2653 -> 2654 ;
2655 [label="X[0] <= 13.315\ngini = 0.743\nsamples = 329\nvalue = [25, 18, 33, 62, 144, 33, 12, 2]"] ;
2654 -> 2655 ;
2656 [label="X[0] <= 13.305\ngini = 0.745\nsamples = 279\nvalue = [21, 16, 24, 57, 120, 29, 10, 2]"] ;
2655 -> 2656 ;
2657 [label="X[0] <= 13.215\ngini = 0.74\nsamples = 270\nvalue = [21, 16, 24, 54, 118, 28, 7, 2]"] ;
2656 -> 2657 ;
2658 [label="X[0] <= 13.205\ngini = 0.768\nsamples = 100\nvalue = [5, 9, 11, 21, 39, 11, 2, 2]"] ;
2657 -> 2658 ;
2659 [label="gini = 0.763\nsamples = 92\nvalue = [5, 8, 9, 19, 37, 10, 2, 2]"] ;
2658 -> 2659 ;
2660 [label="gini = 0.781\nsamples = 8\nvalue = [0, 1, 2, 2, 2, 1, 0, 0]"] ;
2658 -> 2660 ;
2661 [label="X[0] <= 13.255\ngini = 0.719\nsamples = 170\nvalue = [16, 7, 13, 33, 79, 17, 5, 0]"] ;
2657 -> 2661 ;
2662 [label="X[0] <= 13.245\ngini = 0.716\nsamples = 46\nvalue = [6, 3, 3, 5, 22, 6, 1, 0]"] ;
2661 -> 2662 ;
2663 [label="X[0] <= 13.225\ngini = 0.672\nsamples = 32\nvalue = [2, 1, 3, 4, 17, 4, 1, 0]"] ;
2662 -> 2663 ;
2664 [label="gini = 0.688\nsamples = 16\nvalue = [1, 1, 1, 2, 8, 3, 0, 0]"] ;
2663 -> 2664 ;
2665 [label="X[0] <= 13.235\ngini = 0.641\nsamples = 16\nvalue = [1, 0, 2, 2, 9, 1, 1, 0]"] ;
2663 -> 2665 ;
2666 [label="gini = 0.645\nsamples = 11\nvalue = [1, 0, 2, 1, 6, 0, 1, 0]"] ;
2665 -> 2666 ;
2667 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 1, 3, 1, 0, 0]"] ;
2665 -> 2667 ;
2668 [label="gini = 0.745\nsamples = 14\nvalue = [4, 2, 0, 1, 5, 2, 0, 0]"] ;
2662 -> 2668 ;
2669 [label="X[0] <= 13.285\ngini = 0.715\nsamples = 124\nvalue = [10, 4, 10, 28, 57, 11, 4, 0]"] ;
2661 -> 2669 ;
2670 [label="X[0] <= 13.275\ngini = 0.735\nsamples = 33\nvalue = [3, 0, 5, 9, 13, 1, 2, 0]"] ;
2669 -> 2670 ;
2671 [label="X[0] <= 13.265\ngini = 0.685\nsamples = 21\nvalue = [2, 0, 3, 5, 10, 0, 1, 0]"] ;
2670 -> 2671 ;
2672 [label="gini = 0.708\nsamples = 12\nvalue = [2, 0, 2, 3, 5, 0, 0, 0]"] ;
2671 -> 2672 ;
2673 [label="gini = 0.617\nsamples = 9\nvalue = [0, 0, 1, 2, 5, 0, 1, 0]"] ;
2671 -> 2673 ;
2674 [label="gini = 0.778\nsamples = 12\nvalue = [1, 0, 2, 4, 3, 1, 1, 0]"] ;
2670 -> 2674 ;
2675 [label="X[0] <= 13.295\ngini = 0.699\nsamples = 91\nvalue = [7, 4, 5, 19, 44, 10, 2, 0]"] ;
2669 -> 2675 ;
2676 [label="gini = 0.562\nsamples = 8\nvalue = [1, 0, 0, 1, 5, 1, 0, 0]"] ;
2675 -> 2676 ;
2677 [label="gini = 0.709\nsamples = 83\nvalue = [6, 4, 5, 18, 39, 9, 2, 0]"] ;
2675 -> 2677 ;
2678 [label="gini = 0.716\nsamples = 9\nvalue = [0, 0, 0, 3, 2, 1, 3, 0]"] ;
2656 -> 2678 ;
2679 [label="X[0] <= 13.355\ngini = 0.711\nsamples = 50\nvalue = [4, 2, 9, 5, 24, 4, 2, 0]"] ;
2655 -> 2679 ;
2680 [label="X[0] <= 13.345\ngini = 0.709\nsamples = 42\nvalue = [2, 1, 8, 5, 20, 4, 2, 0]"] ;
2679 -> 2680 ;
2681 [label="X[0] <= 13.325\ngini = 0.693\nsamples = 31\nvalue = [2, 0, 7, 3, 15, 2, 2, 0]"] ;
2680 -> 2681 ;
2682 [label="gini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 1, 5, 0, 1, 0]"] ;
2681 -> 2682 ;
2683 [label="X[0] <= 13.335\ngini = 0.718\nsamples = 23\nvalue = [2, 0, 6, 2, 10, 2, 1, 0]"] ;
2681 -> 2683 ;
2684 [label="gini = 0.711\nsamples = 11\nvalue = [1, 0, 2, 1, 5, 2, 0, 0]"] ;
2683 -> 2684 ;
2685 [label="gini = 0.694\nsamples = 12\nvalue = [1, 0, 4, 1, 5, 0, 1, 0]"] ;
2683 -> 2685 ;
2686 [label="gini = 0.711\nsamples = 11\nvalue = [0, 1, 1, 2, 5, 2, 0, 0]"] ;
2680 -> 2686 ;
2687 [label="gini = 0.656\nsamples = 8\nvalue = [2, 1, 1, 0, 4, 0, 0, 0]"] ;
2679 -> 2687 ;
2688 [label="X[0] <= 13.385\ngini = 0.739\nsamples = 109\nvalue = [8, 5, 18, 27, 44, 3, 3, 1]"] ;
2654 -> 2688 ;
2689 [label="X[0] <= 13.375\ngini = 0.768\nsamples = 17\nvalue = [3, 0, 4, 5, 4, 0, 1, 0]"] ;
2688 -> 2689 ;
2690 [label="gini = 0.716\nsamples = 9\nvalue = [2, 0, 1, 3, 3, 0, 0, 0]"] ;
2689 -> 2690 ;
2691 [label="gini = 0.75\nsamples = 8\nvalue = [1, 0, 3, 2, 1, 0, 1, 0]"] ;
2689 -> 2691 ;
2692 [label="X[0] <= 13.395\ngini = 0.723\nsamples = 92\nvalue = [5, 5, 14, 22, 40, 3, 2, 1]"] ;
2688 -> 2692 ;
2693 [label="gini = 0.449\nsamples = 7\nvalue = [0, 0, 1, 1, 5, 0, 0, 0]"] ;
2692 -> 2693 ;
2694 [label="gini = 0.737\nsamples = 85\nvalue = [5, 5, 13, 21, 35, 3, 2, 1]"] ;
2692 -> 2694 ;
2695 [label="X[0] <= 13.605\ngini = 0.739\nsamples = 323\nvalue = [24, 18, 31, 47, 146, 40, 16, 1]"] ;
2653 -> 2695 ;
2696 [label="X[0] <= 13.415\ngini = 0.743\nsamples = 312\nvalue = [23, 18, 31, 47, 139, 38, 15, 1]"] ;
2695 -> 2696 ;
2697 [label="gini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 0, 3, 2, 0, 0]"] ;
2696 -> 2697 ;
2698 [label="X[0] <= 13.555\ngini = 0.745\nsamples = 307\nvalue = [23, 18, 31, 47, 136, 36, 15, 1]"] ;
2696 -> 2698 ;
2699 [label="X[0] <= 13.535\ngini = 0.761\nsamples = 203\nvalue = [16, 10, 21, 31, 85, 27, 12, 1]"] ;
2698 -> 2699 ;
2700 [label="X[0] <= 13.515\ngini = 0.756\nsamples = 183\nvalue = [16, 9, 21, 28, 78, 20, 11, 0]"] ;
2699 -> 2700 ;
2701 [label="X[0] <= 13.505\ngini = 0.745\nsamples = 160\nvalue = [13, 8, 18, 23, 71, 18, 9, 0]"] ;
2700 -> 2701 ;
2702 [label="X[0] <= 13.455\ngini = 0.752\nsamples = 146\nvalue = [12, 6, 18, 22, 63, 16, 9, 0]"] ;
2701 -> 2702 ;
2703 [label="X[0] <= 13.435\ngini = 0.689\nsamples = 33\nvalue = [3, 1, 2, 4, 17, 4, 2, 0]"] ;
2702 -> 2703 ;
2704 [label="X[0] <= 13.425\ngini = 0.711\nsamples = 11\nvalue = [0, 1, 1, 2, 5, 0, 2, 0]"] ;
2703 -> 2704 ;
2705 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 1, 2, 0, 0, 0]"] ;
2704 -> 2705 ;
2706 [label="gini = 0.694\nsamples = 7\nvalue = [0, 1, 0, 1, 3, 0, 2, 0]"] ;
2704 -> 2706 ;
2707 [label="X[0] <= 13.445\ngini = 0.64\nsamples = 22\nvalue = [3, 0, 1, 2, 12, 4, 0, 0]"] ;
2703 -> 2707 ;
2708 [label="gini = 0.631\nsamples = 15\nvalue = [3, 0, 0, 1, 8, 3, 0, 0]"] ;
2707 -> 2708 ;
2709 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 1, 4, 1, 0, 0]"] ;
2707 -> 2709 ;
2710 [label="X[0] <= 13.465\ngini = 0.765\nsamples = 113\nvalue = [9, 5, 16, 18, 46, 12, 7, 0]"] ;
2702 -> 2710 ;
2711 [label="gini = 0.816\nsamples = 7\nvalue = [1, 0, 1, 1, 1, 2, 1, 0]"] ;
2710 -> 2711 ;
2712 [label="X[0] <= 13.475\ngini = 0.754\nsamples = 106\nvalue = [8, 5, 15, 17, 45, 10, 6, 0]"] ;
2710 -> 2712 ;
2713 [label="gini = 0.594\nsamples = 8\nvalue = [0, 0, 3, 0, 4, 1, 0, 0]"] ;
2712 -> 2713 ;
2714 [label="X[0] <= 13.485\ngini = 0.758\nsamples = 98\nvalue = [8, 5, 12, 17, 41, 9, 6, 0]"] ;
2712 -> 2714 ;
2715 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 0, 1, 4, 1, 1, 0]"] ;
2714 -> 2715 ;
2716 [label="X[0] <= 13.495\ngini = 0.765\nsamples = 91\nvalue = [8, 5, 12, 16, 37, 8, 5, 0]"] ;
2714 -> 2716 ;
2717 [label="gini = 0.79\nsamples = 9\nvalue = [2, 0, 1, 1, 3, 1, 1, 0]"] ;
2716 -> 2717 ;
2718 [label="gini = 0.758\nsamples = 82\nvalue = [6, 5, 11, 15, 34, 7, 4, 0]"] ;
2716 -> 2718 ;
2719 [label="gini = 0.622\nsamples = 14\nvalue = [1, 2, 0, 1, 8, 2, 0, 0]"] ;
2701 -> 2719 ;
2720 [label="X[0] <= 13.525\ngini = 0.809\nsamples = 23\nvalue = [3, 1, 3, 5, 7, 2, 2, 0]"] ;
2700 -> 2720 ;
2721 [label="gini = 0.828\nsamples = 13\nvalue = [1, 1, 3, 2, 3, 1, 2, 0]"] ;
2720 -> 2721 ;
2722 [label="gini = 0.7\nsamples = 10\nvalue = [2, 0, 0, 3, 4, 1, 0, 0]"] ;
2720 -> 2722 ;
2723 [label="X[0] <= 13.545\ngini = 0.725\nsamples = 20\nvalue = [0, 1, 0, 3, 7, 7, 1, 1]"] ;
2699 -> 2723 ;
2724 [label="gini = 0.741\nsamples = 9\nvalue = [0, 0, 0, 1, 3, 3, 1, 1]"] ;
2723 -> 2724 ;
2725 [label="gini = 0.694\nsamples = 11\nvalue = [0, 1, 0, 2, 4, 4, 0, 0]"] ;
2723 -> 2725 ;
2726 [label="X[0] <= 13.575\ngini = 0.708\nsamples = 104\nvalue = [7, 8, 10, 16, 51, 9, 3, 0]"] ;
2698 -> 2726 ;
2727 [label="X[0] <= 13.565\ngini = 0.514\nsamples = 12\nvalue = [1, 0, 0, 2, 8, 1, 0, 0]"] ;
2726 -> 2727 ;
2728 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
2727 -> 2728 ;
2729 [label="gini = 0.406\nsamples = 8\nvalue = [0, 0, 0, 1, 6, 1, 0, 0]"] ;
2727 -> 2729 ;
2730 [label="X[0] <= 13.595\ngini = 0.726\nsamples = 92\nvalue = [6, 8, 10, 14, 43, 8, 3, 0]"] ;
2726 -> 2730 ;
2731 [label="X[0] <= 13.585\ngini = 0.724\nsamples = 14\nvalue = [0, 3, 1, 2, 6, 2, 0, 0]"] ;
2730 -> 2731 ;
2732 [label="gini = 0.667\nsamples = 6\nvalue = [0, 1, 1, 1, 3, 0, 0, 0]"] ;
2731 -> 2732 ;
2733 [label="gini = 0.719\nsamples = 8\nvalue = [0, 2, 0, 1, 3, 2, 0, 0]"] ;
2731 -> 2733 ;
2734 [label="gini = 0.721\nsamples = 78\nvalue = [6, 5, 9, 12, 37, 6, 3, 0]"] ;
2730 -> 2734 ;
2735 [label="gini = 0.545\nsamples = 11\nvalue = [1, 0, 0, 0, 7, 2, 1, 0]"] ;
2695 -> 2735 ;
2736 [label="X[0] <= 13.815\ngini = 0.763\nsamples = 461\nvalue = [30, 23, 63, 81, 185, 64, 11, 4]"] ;
2634 -> 2736 ;
2737 [label="X[0] <= 13.805\ngini = 0.765\nsamples = 294\nvalue = [15, 13, 43, 57, 113, 45, 6, 2]"] ;
2736 -> 2737 ;
2738 [label="X[0] <= 13.625\ngini = 0.763\nsamples = 287\nvalue = [15, 11, 43, 54, 111, 45, 6, 2]"] ;
2737 -> 2738 ;
2739 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 2, 0, 1, 1, 0, 0]"] ;
2738 -> 2739 ;
2740 [label="X[0] <= 13.705\ngini = 0.761\nsamples = 282\nvalue = [14, 11, 41, 54, 110, 44, 6, 2]"] ;
2738 -> 2740 ;
2741 [label="X[0] <= 13.655\ngini = 0.744\nsamples = 134\nvalue = [9, 7, 18, 24, 57, 18, 0, 1]"] ;
2740 -> 2741 ;
2742 [label="X[0] <= 13.645\ngini = 0.722\nsamples = 18\nvalue = [0, 0, 4, 4, 7, 3, 0, 0]"] ;
2741 -> 2742 ;
2743 [label="X[0] <= 13.635\ngini = 0.727\nsamples = 16\nvalue = [0, 0, 3, 4, 6, 3, 0, 0]"] ;
2742 -> 2743 ;
2744 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 1, 2, 3, 1, 0, 0]"] ;
2743 -> 2744 ;
2745 [label="gini = 0.741\nsamples = 9\nvalue = [0, 0, 2, 2, 3, 2, 0, 0]"] ;
2743 -> 2745 ;
2746 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
2742 -> 2746 ;
2747 [label="X[0] <= 13.665\ngini = 0.743\nsamples = 116\nvalue = [9, 7, 14, 20, 50, 15, 0, 1]"] ;
2741 -> 2747 ;
2748 [label="gini = 0.781\nsamples = 13\nvalue = [3, 1, 1, 3, 4, 1, 0, 0]"] ;
2747 -> 2748 ;
2749 [label="X[0] <= 13.695\ngini = 0.732\nsamples = 103\nvalue = [6, 6, 13, 17, 46, 14, 0, 1]"] ;
2747 -> 2749 ;
2750 [label="X[0] <= 13.685\ngini = 0.643\nsamples = 19\nvalue = [0, 0, 2, 4, 10, 3, 0, 0]"] ;
2749 -> 2750 ;
2751 [label="X[0] <= 13.675\ngini = 0.644\nsamples = 17\nvalue = [0, 0, 2, 3, 9, 3, 0, 0]"] ;
2750 -> 2751 ;
2752 [label="gini = 0.617\nsamples = 9\nvalue = [0, 0, 1, 2, 5, 1, 0, 0]"] ;
2751 -> 2752 ;
2753 [label="gini = 0.656\nsamples = 8\nvalue = [0, 0, 1, 1, 4, 2, 0, 0]"] ;
2751 -> 2753 ;
2754 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
2750 -> 2754 ;
2755 [label="gini = 0.748\nsamples = 84\nvalue = [6, 6, 11, 13, 36, 11, 0, 1]"] ;
2749 -> 2755 ;
2756 [label="X[0] <= 13.715\ngini = 0.772\nsamples = 148\nvalue = [5, 4, 23, 30, 53, 26, 6, 1]"] ;
2740 -> 2756 ;
2757 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 0, 0, 1, 4, 1, 0]"] ;
2756 -> 2757 ;
2758 [label="X[0] <= 13.765\ngini = 0.765\nsamples = 141\nvalue = [4, 4, 23, 30, 52, 22, 5, 1]"] ;
2756 -> 2758 ;
2759 [label="X[0] <= 13.755\ngini = 0.78\nsamples = 40\nvalue = [1, 2, 9, 5, 14, 6, 3, 0]"] ;
2758 -> 2759 ;
2760 [label="X[0] <= 13.745\ngini = 0.811\nsamples = 30\nvalue = [1, 2, 6, 5, 8, 6, 2, 0]"] ;
2759 -> 2760 ;
2761 [label="X[0] <= 13.725\ngini = 0.764\nsamples = 22\nvalue = [0, 1, 5, 2, 8, 4, 2, 0]"] ;
2760 -> 2761 ;
2762 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 3, 1, 2, 1, 0, 0]"] ;
2761 -> 2762 ;
2763 [label="X[0] <= 13.735\ngini = 0.756\nsamples = 15\nvalue = [0, 1, 2, 1, 6, 3, 2, 0]"] ;
2761 -> 2763 ;
2764 [label="gini = 0.722\nsamples = 6\nvalue = [0, 0, 1, 0, 2, 2, 1, 0]"] ;
2763 -> 2764 ;
2765 [label="gini = 0.741\nsamples = 9\nvalue = [0, 1, 1, 1, 4, 1, 1, 0]"] ;
2763 -> 2765 ;
2766 [label="gini = 0.75\nsamples = 8\nvalue = [1, 1, 1, 3, 0, 2, 0, 0]"] ;
2760 -> 2766 ;
2767 [label="gini = 0.54\nsamples = 10\nvalue = [0, 0, 3, 0, 6, 0, 1, 0]"] ;
2759 -> 2767 ;
2768 [label="X[0] <= 13.775\ngini = 0.751\nsamples = 101\nvalue = [3, 2, 14, 25, 38, 16, 2, 1]"] ;
2758 -> 2768 ;
2769 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 1, 4, 0, 1, 0, 0]"] ;
2768 -> 2769 ;
2770 [label="X[0] <= 13.785\ngini = 0.741\nsamples = 94\nvalue = [2, 2, 13, 21, 38, 15, 2, 1]"] ;
2768 -> 2770 ;
2771 [label="gini = 0.62\nsamples = 10\nvalue = [0, 0, 0, 3, 5, 2, 0, 0]"] ;
2770 -> 2771 ;
2772 [label="X[0] <= 13.795\ngini = 0.75\nsamples = 84\nvalue = [2, 2, 13, 18, 33, 13, 2, 1]"] ;
2770 -> 2772 ;
2773 [label="gini = 0.653\nsamples = 7\nvalue = [0, 0, 2, 0, 3, 2, 0, 0]"] ;
2772 -> 2773 ;
2774 [label="gini = 0.751\nsamples = 77\nvalue = [2, 2, 11, 18, 30, 11, 2, 1]"] ;
2772 -> 2774 ;
2775 [label="gini = 0.653\nsamples = 7\nvalue = [0, 2, 0, 3, 2, 0, 0, 0]"] ;
2737 -> 2775 ;
2776 [label="X[0] <= 13.845\ngini = 0.753\nsamples = 167\nvalue = [15, 10, 20, 24, 72, 19, 5, 2]"] ;
2736 -> 2776 ;
2777 [label="X[0] <= 13.825\ngini = 0.624\nsamples = 23\nvalue = [4, 3, 1, 0, 13, 2, 0, 0]"] ;
2776 -> 2777 ;
2778 [label="gini = 0.62\nsamples = 10\nvalue = [3, 0, 0, 0, 5, 2, 0, 0]"] ;
2777 -> 2778 ;
2779 [label="X[0] <= 13.835\ngini = 0.556\nsamples = 13\nvalue = [1, 3, 1, 0, 8, 0, 0, 0]"] ;
2777 -> 2779 ;
2780 [label="gini = 0.444\nsamples = 6\nvalue = [0, 2, 0, 0, 4, 0, 0, 0]"] ;
2779 -> 2780 ;
2781 [label="gini = 0.612\nsamples = 7\nvalue = [1, 1, 1, 0, 4, 0, 0, 0]"] ;
2779 -> 2781 ;
2782 [label="X[0] <= 13.855\ngini = 0.763\nsamples = 144\nvalue = [11, 7, 19, 24, 59, 17, 5, 2]"] ;
2776 -> 2782 ;
2783 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 1, 2, 3, 0, 0]"] ;
2782 -> 2783 ;
2784 [label="X[0] <= 13.875\ngini = 0.762\nsamples = 138\nvalue = [11, 7, 19, 23, 57, 14, 5, 2]"] ;
2782 -> 2784 ;
2785 [label="X[0] <= 13.865\ngini = 0.628\nsamples = 11\nvalue = [0, 0, 2, 0, 6, 2, 1, 0]"] ;
2784 -> 2785 ;
2786 [label="gini = 0.656\nsamples = 8\nvalue = [0, 0, 2, 0, 4, 1, 1, 0]"] ;
2785 -> 2786 ;
2787 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
2785 -> 2787 ;
2788 [label="X[0] <= 13.885\ngini = 0.767\nsamples = 127\nvalue = [11, 7, 17, 23, 51, 12, 4, 2]"] ;
2784 -> 2788 ;
2789 [label="gini = 0.716\nsamples = 9\nvalue = [2, 0, 0, 3, 3, 0, 1, 0]"] ;
2788 -> 2789 ;
2790 [label="X[0] <= 13.905\ngini = 0.764\nsamples = 118\nvalue = [9, 7, 17, 20, 48, 12, 3, 2]"] ;
2788 -> 2790 ;
2791 [label="X[0] <= 13.895\ngini = 0.764\nsamples = 98\nvalue = [6, 7, 14, 19, 39, 10, 1, 2]"] ;
2790 -> 2791 ;
2792 [label="gini = 0.656\nsamples = 8\nvalue = [0, 1, 1, 0, 4, 2, 0, 0]"] ;
2791 -> 2792 ;
2793 [label="gini = 0.766\nsamples = 90\nvalue = [6, 6, 13, 19, 35, 8, 1, 2]"] ;
2791 -> 2793 ;
2794 [label="X[0] <= 13.925\ngini = 0.73\nsamples = 20\nvalue = [3, 0, 3, 1, 9, 2, 2, 0]"] ;
2790 -> 2794 ;
2795 [label="X[0] <= 13.915\ngini = 0.653\nsamples = 12\nvalue = [1, 0, 3, 0, 6, 0, 2, 0]"] ;
2794 -> 2795 ;
2796 [label="gini = 0.64\nsamples = 5\nvalue = [1, 0, 2, 0, 2, 0, 0, 0]"] ;
2795 -> 2796 ;
2797 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 0, 2, 0]"] ;
2795 -> 2797 ;
2798 [label="gini = 0.719\nsamples = 8\nvalue = [2, 0, 0, 1, 3, 2, 0, 0]"] ;
2794 -> 2798 ;
2799 [label="X[0] <= 13.965\ngini = 0.705\nsamples = 351\nvalue = [15, 23, 28, 60, 171, 43, 8, 3]"] ;
2633 -> 2799 ;
2800 [label="X[0] <= 13.955\ngini = 0.582\nsamples = 27\nvalue = [2, 1, 2, 1, 17, 1, 1, 2]"] ;
2799 -> 2800 ;
2801 [label="X[0] <= 13.945\ngini = 0.446\nsamples = 11\nvalue = [0, 1, 1, 0, 8, 1, 0, 0]"] ;
2800 -> 2801 ;
2802 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 0, 4, 1, 0, 0]"] ;
2801 -> 2802 ;
2803 [label="gini = 0.5\nsamples = 6\nvalue = [0, 1, 1, 0, 4, 0, 0, 0]"] ;
2801 -> 2803 ;
2804 [label="gini = 0.641\nsamples = 16\nvalue = [2, 0, 1, 1, 9, 0, 1, 2]"] ;
2800 -> 2804 ;
2805 [label="X[0] <= 14.095\ngini = 0.711\nsamples = 324\nvalue = [13, 22, 26, 59, 154, 42, 7, 1]"] ;
2799 -> 2805 ;
2806 [label="X[0] <= 14.045\ngini = 0.675\nsamples = 150\nvalue = [5, 12, 9, 27, 78, 15, 4, 0]"] ;
2805 -> 2806 ;
2807 [label="X[0] <= 14.025\ngini = 0.698\nsamples = 113\nvalue = [4, 10, 6, 22, 55, 14, 2, 0]"] ;
2806 -> 2807 ;
2808 [label="X[0] <= 13.975\ngini = 0.675\nsamples = 104\nvalue = [3, 7, 6, 22, 53, 11, 2, 0]"] ;
2807 -> 2808 ;
2809 [label="gini = 0.719\nsamples = 8\nvalue = [1, 0, 0, 2, 3, 2, 0, 0]"] ;
2808 -> 2809 ;
2810 [label="X[0] <= 13.985\ngini = 0.666\nsamples = 96\nvalue = [2, 7, 6, 20, 50, 9, 2, 0]"] ;
2808 -> 2810 ;
2811 [label="gini = 0.611\nsamples = 12\nvalue = [0, 0, 2, 1, 7, 1, 1, 0]"] ;
2810 -> 2811 ;
2812 [label="X[0] <= 13.995\ngini = 0.668\nsamples = 84\nvalue = [2, 7, 4, 19, 43, 8, 1, 0]"] ;
2810 -> 2812 ;
2813 [label="gini = 0.653\nsamples = 7\nvalue = [0, 0, 0, 2, 3, 2, 0, 0]"] ;
2812 -> 2813 ;
2814 [label="X[0] <= 14.005\ngini = 0.664\nsamples = 77\nvalue = [2, 7, 4, 17, 40, 6, 1, 0]"] ;
2812 -> 2814 ;
2815 [label="gini = 0.676\nsamples = 65\nvalue = [2, 5, 4, 14, 33, 6, 1, 0]"] ;
2814 -> 2815 ;
2816 [label="X[0] <= 14.015\ngini = 0.569\nsamples = 12\nvalue = [0, 2, 0, 3, 7, 0, 0, 0]"] ;
2814 -> 2816 ;
2817 [label="gini = 0.611\nsamples = 6\nvalue = [0, 1, 0, 2, 3, 0, 0, 0]"] ;
2816 -> 2817 ;
2818 [label="gini = 0.5\nsamples = 6\nvalue = [0, 1, 0, 1, 4, 0, 0, 0]"] ;
2816 -> 2818 ;
2819 [label="X[0] <= 14.035\ngini = 0.716\nsamples = 9\nvalue = [1, 3, 0, 0, 2, 3, 0, 0]"] ;
2807 -> 2819 ;
2820 [label="gini = 0.735\nsamples = 7\nvalue = [1, 2, 0, 0, 2, 2, 0, 0]"] ;
2819 -> 2820 ;
2821 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 1, 0, 0]"] ;
2819 -> 2821 ;
2822 [label="X[0] <= 14.085\ngini = 0.581\nsamples = 37\nvalue = [1, 2, 3, 5, 23, 1, 2, 0]"] ;
2806 -> 2822 ;
2823 [label="X[0] <= 14.055\ngini = 0.609\nsamples = 29\nvalue = [1, 2, 3, 5, 17, 0, 1, 0]"] ;
2822 -> 2823 ;
2824 [label="gini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
2823 -> 2824 ;
2825 [label="X[0] <= 14.065\ngini = 0.669\nsamples = 23\nvalue = [1, 2, 3, 4, 12, 0, 1, 0]"] ;
2823 -> 2825 ;
2826 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
2825 -> 2826 ;
2827 [label="X[0] <= 14.075\ngini = 0.659\nsamples = 19\nvalue = [0, 2, 3, 3, 10, 0, 1, 0]"] ;
2825 -> 2827 ;
2828 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 1, 3, 0, 0, 0]"] ;
2827 -> 2828 ;
2829 [label="gini = 0.684\nsamples = 14\nvalue = [0, 2, 2, 2, 7, 0, 1, 0]"] ;
2827 -> 2829 ;
2830 [label="gini = 0.406\nsamples = 8\nvalue = [0, 0, 0, 0, 6, 1, 1, 0]"] ;
2822 -> 2830 ;
2831 [label="X[0] <= 14.115\ngini = 0.736\nsamples = 174\nvalue = [8, 10, 17, 32, 76, 27, 3, 1]"] ;
2805 -> 2831 ;
2832 [label="X[0] <= 14.105\ngini = 0.728\nsamples = 62\nvalue = [1, 1, 10, 11, 25, 14, 0, 0]"] ;
2831 -> 2832 ;
2833 [label="gini = 0.74\nsamples = 55\nvalue = [1, 1, 10, 11, 21, 11, 0, 0]"] ;
2832 -> 2833 ;
2834 [label="gini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 0, 4, 3, 0, 0]"] ;
2832 -> 2834 ;
2835 [label="X[0] <= 14.125\ngini = 0.729\nsamples = 112\nvalue = [7, 9, 7, 21, 51, 13, 3, 1]"] ;
2831 -> 2835 ;
2836 [label="gini = 0.625\nsamples = 4\nvalue = [2, 0, 0, 0, 1, 0, 1, 0]"] ;
2835 -> 2836 ;
2837 [label="X[0] <= 14.155\ngini = 0.72\nsamples = 108\nvalue = [5, 9, 7, 21, 50, 13, 2, 1]"] ;
2835 -> 2837 ;
2838 [label="X[0] <= 14.145\ngini = 0.5\nsamples = 16\nvalue = [1, 1, 0, 1, 11, 2, 0, 0]"] ;
2837 -> 2838 ;
2839 [label="X[0] <= 14.135\ngini = 0.449\nsamples = 7\nvalue = [1, 0, 0, 1, 5, 0, 0, 0]"] ;
2838 -> 2839 ;
2840 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
2839 -> 2840 ;
2841 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 0, 2, 0, 0, 0]"] ;
2839 -> 2841 ;
2842 [label="gini = 0.494\nsamples = 9\nvalue = [0, 1, 0, 0, 6, 2, 0, 0]"] ;
2838 -> 2842 ;
2843 [label="X[0] <= 14.205\ngini = 0.743\nsamples = 92\nvalue = [4, 8, 7, 20, 39, 11, 2, 1]"] ;
2837 -> 2843 ;
2844 [label="X[0] <= 14.175\ngini = 0.738\nsamples = 81\nvalue = [4, 6, 5, 17, 35, 11, 2, 1]"] ;
2843 -> 2844 ;
2845 [label="X[0] <= 14.165\ngini = 0.793\nsamples = 11\nvalue = [0, 1, 1, 3, 3, 2, 1, 0]"] ;
2844 -> 2845 ;
2846 [label="gini = 0.694\nsamples = 7\nvalue = [0, 1, 0, 2, 3, 1, 0, 0]"] ;
2845 -> 2846 ;
2847 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 1, 0, 1, 1, 0]"] ;
2845 -> 2847 ;
2848 [label="X[0] <= 14.195\ngini = 0.722\nsamples = 70\nvalue = [4, 5, 4, 14, 32, 9, 1, 1]"] ;
2844 -> 2848 ;
2849 [label="X[0] <= 14.185\ngini = 0.64\nsamples = 15\nvalue = [2, 0, 0, 3, 8, 2, 0, 0]"] ;
2848 -> 2849 ;
2850 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 0, 2, 4, 1, 0, 0]"] ;
2849 -> 2850 ;
2851 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 0, 1, 4, 1, 0, 0]"] ;
2849 -> 2851 ;
2852 [label="gini = 0.738\nsamples = 55\nvalue = [2, 5, 4, 11, 24, 7, 1, 1]"] ;
2848 -> 2852 ;
2853 [label="X[0] <= 14.215\ngini = 0.727\nsamples = 11\nvalue = [0, 2, 2, 3, 4, 0, 0, 0]"] ;
2843 -> 2853 ;
2854 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 1, 2, 0, 0, 0]"] ;
2853 -> 2854 ;
2855 [label="gini = 0.722\nsamples = 6\nvalue = [0, 1, 1, 2, 2, 0, 0, 0]"] ;
2853 -> 2855 ;
2856 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 4, 0, 2, 0, 0]"] ;
2632 -> 2856 ;
2857 [label="X[0] <= 16.285\ngini = 0.742\nsamples = 2856\nvalue = [242, 137, 255, 396, 1285, 364, 145, 32]"] ;
2631 -> 2857 ;
2858 [label="X[0] <= 14.705\ngini = 0.736\nsamples = 2254\nvalue = [192, 101, 213, 288, 1033, 301, 99, 27]"] ;
2857 -> 2858 ;
2859 [label="X[0] <= 14.275\ngini = 0.768\nsamples = 531\nvalue = [63, 29, 47, 65, 219, 75, 21, 12]"] ;
2858 -> 2859 ;
2860 [label="X[0] <= 14.255\ngini = 0.578\nsamples = 16\nvalue = [1, 0, 0, 0, 9, 5, 0, 1]"] ;
2859 -> 2860 ;
2861 [label="X[0] <= 14.245\ngini = 0.449\nsamples = 7\nvalue = [1, 0, 0, 0, 5, 0, 0, 1]"] ;
2860 -> 2861 ;
2862 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
2861 -> 2862 ;
2863 [label="gini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 0, 0, 1]"] ;
2861 -> 2863 ;
2864 [label="X[0] <= 14.265\ngini = 0.494\nsamples = 9\nvalue = [0, 0, 0, 0, 4, 5, 0, 0]"] ;
2860 -> 2864 ;
2865 [label="gini = 0.5\nsamples = 8\nvalue = [0, 0, 0, 0, 4, 4, 0, 0]"] ;
2864 -> 2865 ;
2866 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
2864 -> 2866 ;
2867 [label="X[0] <= 14.365\ngini = 0.771\nsamples = 515\nvalue = [62, 29, 47, 65, 210, 70, 21, 11]"] ;
2859 -> 2867 ;
2868 [label="X[0] <= 14.355\ngini = 0.79\nsamples = 117\nvalue = [21, 10, 11, 14, 43, 12, 4, 2]"] ;
2867 -> 2868 ;
2869 [label="X[0] <= 14.305\ngini = 0.781\nsamples = 112\nvalue = [20, 10, 9, 14, 43, 10, 4, 2]"] ;
2868 -> 2869 ;
2870 [label="X[0] <= 14.285\ngini = 0.77\nsamples = 77\nvalue = [11, 3, 8, 12, 31, 7, 3, 2]"] ;
2869 -> 2870 ;
2871 [label="gini = 0.625\nsamples = 4\nvalue = [2, 0, 0, 1, 1, 0, 0, 0]"] ;
2870 -> 2871 ;
2872 [label="X[0] <= 14.295\ngini = 0.768\nsamples = 73\nvalue = [9, 3, 8, 11, 30, 7, 3, 2]"] ;
2870 -> 2872 ;
2873 [label="gini = 0.656\nsamples = 8\nvalue = [0, 0, 3, 2, 3, 0, 0, 0]"] ;
2872 -> 2873 ;
2874 [label="gini = 0.766\nsamples = 65\nvalue = [9, 3, 5, 9, 27, 7, 3, 2]"] ;
2872 -> 2874 ;
2875 [label="X[0] <= 14.325\ngini = 0.764\nsamples = 35\nvalue = [9, 7, 1, 2, 12, 3, 1, 0]"] ;
2869 -> 2875 ;
2876 [label="X[0] <= 14.315\ngini = 0.684\nsamples = 14\nvalue = [3, 4, 0, 0, 6, 1, 0, 0]"] ;
2875 -> 2876 ;
2877 [label="gini = 0.64\nsamples = 5\nvalue = [2, 1, 0, 0, 2, 0, 0, 0]"] ;
2876 -> 2877 ;
2878 [label="gini = 0.667\nsamples = 9\nvalue = [1, 3, 0, 0, 4, 1, 0, 0]"] ;
2876 -> 2878 ;
2879 [label="X[0] <= 14.335\ngini = 0.794\nsamples = 21\nvalue = [6, 3, 1, 2, 6, 2, 1, 0]"] ;
2875 -> 2879 ;
2880 [label="gini = 0.722\nsamples = 6\nvalue = [2, 0, 1, 1, 2, 0, 0, 0]"] ;
2879 -> 2880 ;
2881 [label="X[0] <= 14.345\ngini = 0.791\nsamples = 15\nvalue = [4, 3, 0, 1, 4, 2, 1, 0]"] ;
2879 -> 2881 ;
2882 [label="gini = 0.776\nsamples = 7\nvalue = [2, 1, 0, 1, 2, 1, 0, 0]"] ;
2881 -> 2882 ;
2883 [label="gini = 0.781\nsamples = 8\nvalue = [2, 2, 0, 0, 2, 1, 1, 0]"] ;
2881 -> 2883 ;
2884 [label="gini = 0.64\nsamples = 5\nvalue = [1, 0, 2, 0, 0, 2, 0, 0]"] ;
2868 -> 2884 ;
2885 [label="X[0] <= 14.505\ngini = 0.763\nsamples = 398\nvalue = [41, 19, 36, 51, 167, 58, 17, 9]"] ;
2867 -> 2885 ;
2886 [label="X[0] <= 14.395\ngini = 0.762\nsamples = 187\nvalue = [14, 7, 14, 30, 78, 27, 12, 5]"] ;
2885 -> 2886 ;
2887 [label="X[0] <= 14.385\ngini = 0.637\nsamples = 19\nvalue = [2, 0, 1, 0, 10, 5, 1, 0]"] ;
2886 -> 2887 ;
2888 [label="X[0] <= 14.375\ngini = 0.556\nsamples = 13\nvalue = [1, 0, 1, 0, 8, 3, 0, 0]"] ;
2887 -> 2888 ;
2889 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 0, 4, 2, 0, 0]"] ;
2888 -> 2889 ;
2890 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 1, 0, 4, 1, 0, 0]"] ;
2888 -> 2890 ;
2891 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 0, 0, 2, 2, 1, 0]"] ;
2887 -> 2891 ;
2892 [label="X[0] <= 14.425\ngini = 0.769\nsamples = 168\nvalue = [12, 7, 13, 30, 68, 22, 11, 5]"] ;
2886 -> 2892 ;
2893 [label="X[0] <= 14.415\ngini = 0.809\nsamples = 73\nvalue = [5, 5, 7, 14, 24, 11, 3, 4]"] ;
2892 -> 2893 ;
2894 [label="X[0] <= 14.405\ngini = 0.804\nsamples = 67\nvalue = [4, 5, 6, 13, 23, 9, 3, 4]"] ;
2893 -> 2894 ;
2895 [label="gini = 0.82\nsamples = 60\nvalue = [4, 5, 6, 11, 19, 8, 3, 4]"] ;
2894 -> 2895 ;
2896 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 2, 4, 1, 0, 0]"] ;
2894 -> 2896 ;
2897 [label="gini = 0.778\nsamples = 6\nvalue = [1, 0, 1, 1, 1, 2, 0, 0]"] ;
2893 -> 2897 ;
2898 [label="X[0] <= 14.455\ngini = 0.727\nsamples = 95\nvalue = [7, 2, 6, 16, 44, 11, 8, 1]"] ;
2892 -> 2898 ;
2899 [label="X[0] <= 14.435\ngini = 0.524\nsamples = 15\nvalue = [1, 0, 1, 2, 10, 1, 0, 0]"] ;
2898 -> 2899 ;
2900 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 3, 1, 0, 0]"] ;
2899 -> 2900 ;
2901 [label="X[0] <= 14.445\ngini = 0.37\nsamples = 9\nvalue = [0, 0, 1, 1, 7, 0, 0, 0]"] ;
2899 -> 2901 ;
2902 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
2901 -> 2902 ;
2903 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 1, 3, 0, 0, 0]"] ;
2901 -> 2903 ;
2904 [label="X[0] <= 14.495\ngini = 0.753\nsamples = 80\nvalue = [6, 2, 5, 14, 34, 10, 8, 1]"] ;
2898 -> 2904 ;
2905 [label="X[0] <= 14.485\ngini = 0.788\nsamples = 24\nvalue = [4, 0, 3, 2, 8, 5, 2, 0]"] ;
2904 -> 2905 ;
2906 [label="X[0] <= 14.465\ngini = 0.803\nsamples = 17\nvalue = [2, 0, 2, 2, 5, 4, 2, 0]"] ;
2905 -> 2906 ;
2907 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 1, 2, 1, 0, 0]"] ;
2906 -> 2907 ;
2908 [label="X[0] <= 14.475\ngini = 0.806\nsamples = 12\nvalue = [2, 0, 1, 1, 3, 3, 2, 0]"] ;
2906 -> 2908 ;
2909 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 0, 0, 1, 2, 1, 0]"] ;
2908 -> 2909 ;
2910 [label="gini = 0.816\nsamples = 7\nvalue = [1, 0, 1, 1, 2, 1, 1, 0]"] ;
2908 -> 2910 ;
2911 [label="gini = 0.694\nsamples = 7\nvalue = [2, 0, 1, 0, 3, 1, 0, 0]"] ;
2905 -> 2911 ;
2912 [label="gini = 0.715\nsamples = 56\nvalue = [2, 2, 2, 12, 26, 5, 6, 1]"] ;
2904 -> 2912 ;
2913 [label="X[0] <= 14.555\ngini = 0.759\nsamples = 211\nvalue = [27, 12, 22, 21, 89, 31, 5, 4]"] ;
2885 -> 2913 ;
2914 [label="X[0] <= 14.515\ngini = 0.691\nsamples = 33\nvalue = [5, 0, 4, 0, 16, 6, 2, 0]"] ;
2913 -> 2914 ;
2915 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 2, 0, 2, 1, 0, 0]"] ;
2914 -> 2915 ;
2916 [label="X[0] <= 14.525\ngini = 0.664\nsamples = 27\nvalue = [4, 0, 2, 0, 14, 5, 2, 0]"] ;
2914 -> 2916 ;
2917 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 0, 0, 3, 0, 1, 0]"] ;
2916 -> 2917 ;
2918 [label="X[0] <= 14.545\ngini = 0.669\nsamples = 22\nvalue = [3, 0, 2, 0, 11, 5, 1, 0]"] ;
2916 -> 2918 ;
2919 [label="X[0] <= 14.535\ngini = 0.648\nsamples = 16\nvalue = [3, 0, 1, 0, 8, 4, 0, 0]"] ;
2918 -> 2919 ;
2920 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 0, 2, 1, 0, 0]"] ;
2919 -> 2920 ;
2921 [label="gini = 0.595\nsamples = 11\nvalue = [2, 0, 0, 0, 6, 3, 0, 0]"] ;
2919 -> 2921 ;
2922 [label="gini = 0.667\nsamples = 6\nvalue = [0, 0, 1, 0, 3, 1, 1, 0]"] ;
2918 -> 2922 ;
2923 [label="X[0] <= 14.615\ngini = 0.767\nsamples = 178\nvalue = [22, 12, 18, 21, 73, 25, 3, 4]"] ;
2913 -> 2923 ;
2924 [label="X[0] <= 14.595\ngini = 0.789\nsamples = 93\nvalue = [12, 9, 11, 13, 35, 9, 2, 2]"] ;
2923 -> 2924 ;
2925 [label="X[0] <= 14.585\ngini = 0.722\nsamples = 30\nvalue = [4, 4, 1, 4, 14, 2, 1, 0]"] ;
2924 -> 2925 ;
2926 [label="X[0] <= 14.565\ngini = 0.737\nsamples = 23\nvalue = [4, 3, 0, 3, 10, 2, 1, 0]"] ;
2925 -> 2926 ;
2927 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
2926 -> 2927 ;
2928 [label="X[0] <= 14.575\ngini = 0.73\nsamples = 20\nvalue = [3, 3, 0, 2, 9, 2, 1, 0]"] ;
2926 -> 2928 ;
2929 [label="gini = 0.656\nsamples = 8\nvalue = [1, 2, 0, 1, 4, 0, 0, 0]"] ;
2928 -> 2929 ;
2930 [label="gini = 0.75\nsamples = 12\nvalue = [2, 1, 0, 1, 5, 2, 1, 0]"] ;
2928 -> 2930 ;
2931 [label="gini = 0.612\nsamples = 7\nvalue = [0, 1, 1, 1, 4, 0, 0, 0]"] ;
2925 -> 2931 ;
2932 [label="X[0] <= 14.605\ngini = 0.807\nsamples = 63\nvalue = [8, 5, 10, 9, 21, 7, 1, 2]"] ;
2924 -> 2932 ;
2933 [label="gini = 0.813\nsamples = 57\nvalue = [8, 4, 10, 7, 18, 7, 1, 2]"] ;
2932 -> 2933 ;
2934 [label="gini = 0.611\nsamples = 6\nvalue = [0, 1, 0, 2, 3, 0, 0, 0]"] ;
2932 -> 2934 ;
2935 [label="X[0] <= 14.625\ngini = 0.733\nsamples = 85\nvalue = [10, 3, 7, 8, 38, 16, 1, 2]"] ;
2923 -> 2935 ;
2936 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 2, 0, 0]"] ;
2935 -> 2936 ;
2937 [label="X[0] <= 14.655\ngini = 0.738\nsamples = 81\nvalue = [10, 3, 7, 8, 36, 14, 1, 2]"] ;
2935 -> 2937 ;
2938 [label="X[0] <= 14.645\ngini = 0.675\nsamples = 20\nvalue = [3, 0, 4, 1, 10, 2, 0, 0]"] ;
2937 -> 2938 ;
2939 [label="X[0] <= 14.635\ngini = 0.71\nsamples = 18\nvalue = [3, 0, 4, 1, 8, 2, 0, 0]"] ;
2938 -> 2939 ;
2940 [label="gini = 0.719\nsamples = 8\nvalue = [2, 0, 2, 0, 3, 1, 0, 0]"] ;
2939 -> 2940 ;
2941 [label="gini = 0.68\nsamples = 10\nvalue = [1, 0, 2, 1, 5, 1, 0, 0]"] ;
2939 -> 2941 ;
2942 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
2938 -> 2942 ;
2943 [label="X[0] <= 14.675\ngini = 0.747\nsamples = 61\nvalue = [7, 3, 3, 7, 26, 12, 1, 2]"] ;
2937 -> 2943 ;
2944 [label="X[0] <= 14.665\ngini = 0.656\nsamples = 8\nvalue = [1, 1, 0, 0, 2, 4, 0, 0]"] ;
2943 -> 2944 ;
2945 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 1, 0, 0]"] ;
2944 -> 2945 ;
2946 [label="gini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 0, 1, 3, 0, 0]"] ;
2944 -> 2946 ;
2947 [label="X[0] <= 14.685\ngini = 0.735\nsamples = 53\nvalue = [6, 2, 3, 7, 24, 8, 1, 2]"] ;
2943 -> 2947 ;
2948 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
2947 -> 2948 ;
2949 [label="X[0] <= 14.695\ngini = 0.75\nsamples = 51\nvalue = [6, 2, 3, 7, 22, 8, 1, 2]"] ;
2947 -> 2949 ;
2950 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 0, 0, 1]"] ;
2949 -> 2950 ;
2951 [label="gini = 0.743\nsamples = 48\nvalue = [6, 2, 3, 6, 21, 8, 1, 1]"] ;
2949 -> 2951 ;
2952 [label="X[0] <= 16.265\ngini = 0.724\nsamples = 1723\nvalue = [129, 72, 166, 223, 814, 226, 78, 15]"] ;
2858 -> 2952 ;
2953 [label="X[0] <= 14.725\ngini = 0.726\nsamples = 1714\nvalue = [129, 72, 165, 223, 806, 226, 78, 15]"] ;
2952 -> 2953 ;
2954 [label="X[0] <= 14.715\ngini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
2953 -> 2954 ;
2955 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
2954 -> 2955 ;
2956 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
2954 -> 2956 ;
2957 [label="X[0] <= 16.255\ngini = 0.727\nsamples = 1708\nvalue = [129, 72, 165, 222, 801, 226, 78, 15]"] ;
2953 -> 2957 ;
2958 [label="X[0] <= 16.225\ngini = 0.726\nsamples = 1703\nvalue = [129, 71, 165, 220, 800, 225, 78, 15]"] ;
2957 -> 2958 ;
2959 [label="X[0] <= 14.765\ngini = 0.728\nsamples = 1686\nvalue = [129, 71, 164, 220, 788, 222, 77, 15]"] ;
2958 -> 2959 ;
2960 [label="X[0] <= 14.755\ngini = 0.777\nsamples = 22\nvalue = [1, 1, 3, 1, 8, 4, 4, 0]"] ;
2959 -> 2960 ;
2961 [label="X[0] <= 14.735\ngini = 0.782\nsamples = 17\nvalue = [1, 1, 2, 1, 6, 4, 2, 0]"] ;
2960 -> 2961 ;
2962 [label="gini = 0.694\nsamples = 7\nvalue = [1, 0, 0, 0, 3, 1, 2, 0]"] ;
2961 -> 2962 ;
2963 [label="X[0] <= 14.745\ngini = 0.76\nsamples = 10\nvalue = [0, 1, 2, 1, 3, 3, 0, 0]"] ;
2961 -> 2963 ;
2964 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 2, 0, 0, 1, 0, 0]"] ;
2963 -> 2964 ;
2965 [label="gini = 0.694\nsamples = 7\nvalue = [0, 1, 0, 1, 3, 2, 0, 0]"] ;
2963 -> 2965 ;
2966 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 1, 0, 2, 0, 2, 0]"] ;
2960 -> 2966 ;
2967 [label="X[0] <= 14.775\ngini = 0.727\nsamples = 1664\nvalue = [128, 70, 161, 219, 780, 218, 73, 15]"] ;
2959 -> 2967 ;
2968 [label="gini = 0.219\nsamples = 8\nvalue = [0, 0, 0, 1, 7, 0, 0, 0]"] ;
2967 -> 2968 ;
2969 [label="X[0] <= 15.085\ngini = 0.728\nsamples = 1656\nvalue = [128, 70, 161, 218, 773, 218, 73, 15]"] ;
2967 -> 2969 ;
2970 [label="X[0] <= 15.035\ngini = 0.738\nsamples = 294\nvalue = [29, 9, 34, 35, 131, 46, 9, 1]"] ;
2969 -> 2970 ;
2971 [label="X[0] <= 14.925\ngini = 0.738\nsamples = 267\nvalue = [28, 9, 32, 31, 120, 37, 9, 1]"] ;
2970 -> 2971 ;
2972 [label="X[0] <= 14.875\ngini = 0.712\nsamples = 166\nvalue = [15, 5, 21, 16, 80, 24, 5, 0]"] ;
2971 -> 2972 ;
2973 [label="X[0] <= 14.855\ngini = 0.718\nsamples = 110\nvalue = [9, 2, 16, 14, 52, 12, 5, 0]"] ;
2972 -> 2973 ;
2974 [label="X[0] <= 14.845\ngini = 0.717\nsamples = 103\nvalue = [8, 2, 13, 14, 49, 12, 5, 0]"] ;
2973 -> 2974 ;
2975 [label="X[0] <= 14.835\ngini = 0.707\nsamples = 100\nvalue = [8, 2, 13, 13, 49, 10, 5, 0]"] ;
2974 -> 2975 ;
2976 [label="X[0] <= 14.825\ngini = 0.719\nsamples = 93\nvalue = [8, 2, 12, 13, 44, 10, 4, 0]"] ;
2975 -> 2976 ;
2977 [label="X[0] <= 14.785\ngini = 0.713\nsamples = 89\nvalue = [8, 2, 10, 12, 43, 10, 4, 0]"] ;
2976 -> 2977 ;
2978 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 1, 1, 0, 1, 0]"] ;
2977 -> 2978 ;
2979 [label="X[0] <= 14.805\ngini = 0.703\nsamples = 85\nvalue = [8, 2, 9, 11, 42, 10, 3, 0]"] ;
2977 -> 2979 ;
2980 [label="X[0] <= 14.795\ngini = 0.72\nsamples = 74\nvalue = [7, 2, 8, 10, 35, 9, 3, 0]"] ;
2979 -> 2980 ;
2981 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 1, 0, 4, 1, 0, 0]"] ;
2980 -> 2981 ;
2982 [label="gini = 0.728\nsamples = 67\nvalue = [6, 2, 7, 10, 31, 8, 3, 0]"] ;
2980 -> 2982 ;
2983 [label="X[0] <= 14.815\ngini = 0.562\nsamples = 11\nvalue = [1, 0, 1, 1, 7, 1, 0, 0]"] ;
2979 -> 2983 ;
2984 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
2983 -> 2984 ;
2985 [label="gini = 0.612\nsamples = 7\nvalue = [1, 0, 1, 0, 4, 1, 0, 0]"] ;
2983 -> 2985 ;
2986 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 2, 1, 1, 0, 0, 0]"] ;
2976 -> 2986 ;
2987 [label="gini = 0.449\nsamples = 7\nvalue = [0, 0, 1, 0, 5, 0, 1, 0]"] ;
2975 -> 2987 ;
2988 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 0, 2, 0, 0]"] ;
2974 -> 2988 ;
2989 [label="X[0] <= 14.865\ngini = 0.612\nsamples = 7\nvalue = [1, 0, 3, 0, 3, 0, 0, 0]"] ;
2973 -> 2989 ;
2990 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 2, 0, 1, 0, 0, 0]"] ;
2989 -> 2990 ;
2991 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
2989 -> 2991 ;
2992 [label="X[0] <= 14.905\ngini = 0.68\nsamples = 56\nvalue = [6, 3, 5, 2, 28, 12, 0, 0]"] ;
2972 -> 2992 ;
2993 [label="X[0] <= 14.885\ngini = 0.691\nsamples = 43\nvalue = [4, 2, 5, 2, 21, 9, 0, 0]"] ;
2992 -> 2993 ;
2994 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 2, 0, 0]"] ;
2993 -> 2994 ;
2995 [label="X[0] <= 14.895\ngini = 0.708\nsamples = 36\nvalue = [4, 2, 4, 2, 17, 7, 0, 0]"] ;
2993 -> 2995 ;
2996 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 1, 0, 0]"] ;
2995 -> 2996 ;
2997 [label="gini = 0.702\nsamples = 33\nvalue = [3, 2, 4, 2, 16, 6, 0, 0]"] ;
2995 -> 2997 ;
2998 [label="X[0] <= 14.915\ngini = 0.627\nsamples = 13\nvalue = [2, 1, 0, 0, 7, 3, 0, 0]"] ;
2992 -> 2998 ;
2999 [label="gini = 0.628\nsamples = 11\nvalue = [2, 1, 0, 0, 6, 2, 0, 0]"] ;
2998 -> 2999 ;
3000 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
2998 -> 3000 ;
3001 [label="X[0] <= 14.955\ngini = 0.773\nsamples = 101\nvalue = [13, 4, 11, 15, 40, 13, 4, 1]"] ;
2971 -> 3001 ;
3002 [label="X[0] <= 14.935\ngini = 0.769\nsamples = 13\nvalue = [4, 0, 2, 3, 3, 1, 0, 0]"] ;
3001 -> 3002 ;
3003 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
3002 -> 3003 ;
3004 [label="X[0] <= 14.945\ngini = 0.765\nsamples = 9\nvalue = [3, 0, 2, 2, 1, 1, 0, 0]"] ;
3002 -> 3004 ;
3005 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
3004 -> 3005 ;
3006 [label="gini = 0.735\nsamples = 7\nvalue = [3, 0, 1, 1, 1, 1, 0, 0]"] ;
3004 -> 3006 ;
3007 [label="X[0] <= 14.965\ngini = 0.761\nsamples = 88\nvalue = [9, 4, 9, 12, 37, 12, 4, 1]"] ;
3001 -> 3007 ;
3008 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 2, 0, 0]"] ;
3007 -> 3008 ;
3009 [label="X[0] <= 14.985\ngini = 0.764\nsamples = 84\nvalue = [9, 4, 9, 12, 35, 10, 4, 1]"] ;
3007 -> 3009 ;
3010 [label="X[0] <= 14.975\ngini = 0.776\nsamples = 7\nvalue = [1, 1, 0, 2, 2, 1, 0, 0]"] ;
3009 -> 3010 ;
3011 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 0, 2, 2, 1, 0, 0]"] ;
3010 -> 3011 ;
3012 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3010 -> 3012 ;
3013 [label="X[0] <= 14.995\ngini = 0.757\nsamples = 77\nvalue = [8, 3, 9, 10, 33, 9, 4, 1]"] ;
3009 -> 3013 ;
3014 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3013 -> 3014 ;
3015 [label="X[0] <= 15.025\ngini = 0.767\nsamples = 75\nvalue = [8, 3, 9, 10, 31, 9, 4, 1]"] ;
3013 -> 3015 ;
3016 [label="X[0] <= 15.015\ngini = 0.774\nsamples = 67\nvalue = [8, 3, 7, 9, 27, 8, 4, 1]"] ;
3015 -> 3016 ;
3017 [label="X[0] <= 15.005\ngini = 0.768\nsamples = 63\nvalue = [7, 3, 7, 8, 26, 8, 3, 1]"] ;
3016 -> 3017 ;
3018 [label="gini = 0.756\nsamples = 58\nvalue = [7, 2, 6, 7, 25, 7, 3, 1]"] ;
3017 -> 3018 ;
3019 [label="gini = 0.8\nsamples = 5\nvalue = [0, 1, 1, 1, 1, 1, 0, 0]"] ;
3017 -> 3019 ;
3020 [label="gini = 0.75\nsamples = 4\nvalue = [1, 0, 0, 1, 1, 0, 1, 0]"] ;
3016 -> 3020 ;
3021 [label="gini = 0.656\nsamples = 8\nvalue = [0, 0, 2, 1, 4, 1, 0, 0]"] ;
3015 -> 3021 ;
3022 [label="X[0] <= 15.055\ngini = 0.694\nsamples = 27\nvalue = [1, 0, 2, 4, 11, 9, 0, 0]"] ;
2970 -> 3022 ;
3023 [label="X[0] <= 15.045\ngini = 0.622\nsamples = 14\nvalue = [0, 0, 0, 3, 4, 7, 0, 0]"] ;
3022 -> 3023 ;
3024 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 0, 2, 2, 1, 0, 0]"] ;
3023 -> 3024 ;
3025 [label="gini = 0.494\nsamples = 9\nvalue = [0, 0, 0, 1, 2, 6, 0, 0]"] ;
3023 -> 3025 ;
3026 [label="X[0] <= 15.075\ngini = 0.651\nsamples = 13\nvalue = [1, 0, 2, 1, 7, 2, 0, 0]"] ;
3022 -> 3026 ;
3027 [label="X[0] <= 15.065\ngini = 0.406\nsamples = 8\nvalue = [0, 0, 1, 1, 6, 0, 0, 0]"] ;
3026 -> 3027 ;
3028 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 1, 2, 0, 0, 0]"] ;
3027 -> 3028 ;
3029 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
3027 -> 3029 ;
3030 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 0, 1, 2, 0, 0]"] ;
3026 -> 3030 ;
3031 [label="X[0] <= 15.925\ngini = 0.726\nsamples = 1362\nvalue = [99, 61, 127, 183, 642, 172, 64, 14]"] ;
2969 -> 3031 ;
3032 [label="X[0] <= 15.755\ngini = 0.72\nsamples = 1079\nvalue = [81, 50, 96, 143, 518, 128, 54, 9]"] ;
3031 -> 3032 ;
3033 [label="X[0] <= 15.735\ngini = 0.727\nsamples = 853\nvalue = [62, 44, 73, 120, 400, 108, 38, 8]"] ;
3032 -> 3033 ;
3034 [label="X[0] <= 15.495\ngini = 0.726\nsamples = 841\nvalue = [62, 43, 73, 118, 396, 103, 38, 8]"] ;
3033 -> 3034 ;
3035 [label="X[0] <= 15.115\ngini = 0.72\nsamples = 499\nvalue = [40, 27, 43, 60, 240, 62, 22, 5]"] ;
3034 -> 3035 ;
3036 [label="X[0] <= 15.105\ngini = 0.666\nsamples = 91\nvalue = [4, 3, 8, 13, 49, 10, 3, 1]"] ;
3035 -> 3036 ;
3037 [label="X[0] <= 15.095\ngini = 0.688\nsamples = 82\nvalue = [3, 3, 8, 12, 42, 10, 3, 1]"] ;
3036 -> 3037 ;
3038 [label="gini = 0.519\nsamples = 9\nvalue = [0, 1, 0, 1, 6, 1, 0, 0]"] ;
3037 -> 3038 ;
3039 [label="gini = 0.703\nsamples = 73\nvalue = [3, 2, 8, 11, 36, 9, 3, 1]"] ;
3037 -> 3039 ;
3040 [label="gini = 0.37\nsamples = 9\nvalue = [1, 0, 0, 1, 7, 0, 0, 0]"] ;
3036 -> 3040 ;
3041 [label="X[0] <= 15.255\ngini = 0.73\nsamples = 408\nvalue = [36, 24, 35, 47, 191, 52, 19, 4]"] ;
3035 -> 3041 ;
3042 [label="X[0] <= 15.165\ngini = 0.761\nsamples = 113\nvalue = [10, 8, 8, 11, 47, 21, 7, 1]"] ;
3041 -> 3042 ;
3043 [label="X[0] <= 15.145\ngini = 0.7\nsamples = 20\nvalue = [2, 0, 2, 2, 10, 2, 2, 0]"] ;
3042 -> 3043 ;
3044 [label="X[0] <= 15.135\ngini = 0.792\nsamples = 12\nvalue = [1, 0, 2, 1, 4, 2, 2, 0]"] ;
3043 -> 3044 ;
3045 [label="X[0] <= 15.125\ngini = 0.76\nsamples = 10\nvalue = [1, 0, 1, 1, 4, 2, 1, 0]"] ;
3044 -> 3045 ;
3046 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 0, 2, 1, 0, 0]"] ;
3045 -> 3046 ;
3047 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 0, 1, 2, 1, 1, 0]"] ;
3045 -> 3047 ;
3048 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 0, 1, 0]"] ;
3044 -> 3048 ;
3049 [label="X[0] <= 15.155\ngini = 0.406\nsamples = 8\nvalue = [1, 0, 0, 1, 6, 0, 0, 0]"] ;
3043 -> 3049 ;
3050 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 0, 2, 0, 0, 0]"] ;
3049 -> 3050 ;
3051 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
3049 -> 3051 ;
3052 [label="X[0] <= 15.175\ngini = 0.769\nsamples = 93\nvalue = [8, 8, 6, 9, 37, 19, 5, 1]"] ;
3042 -> 3052 ;
3053 [label="gini = 0.375\nsamples = 4\nvalue = [1, 0, 0, 0, 0, 3, 0, 0]"] ;
3052 -> 3053 ;
3054 [label="X[0] <= 15.235\ngini = 0.763\nsamples = 89\nvalue = [7, 8, 6, 9, 37, 16, 5, 1]"] ;
3052 -> 3054 ;
3055 [label="X[0] <= 15.195\ngini = 0.744\nsamples = 70\nvalue = [5, 7, 4, 8, 31, 11, 4, 0]"] ;
3054 -> 3055 ;
3056 [label="X[0] <= 15.185\ngini = 0.789\nsamples = 16\nvalue = [1, 2, 0, 2, 5, 4, 2, 0]"] ;
3055 -> 3056 ;
3057 [label="gini = 0.76\nsamples = 10\nvalue = [1, 1, 0, 2, 3, 3, 0, 0]"] ;
3056 -> 3057 ;
3058 [label="gini = 0.722\nsamples = 6\nvalue = [0, 1, 0, 0, 2, 1, 2, 0]"] ;
3056 -> 3058 ;
3059 [label="X[0] <= 15.215\ngini = 0.718\nsamples = 54\nvalue = [4, 5, 4, 6, 26, 7, 2, 0]"] ;
3055 -> 3059 ;
3060 [label="X[0] <= 15.205\ngini = 0.737\nsamples = 44\nvalue = [3, 3, 4, 6, 20, 6, 2, 0]"] ;
3059 -> 3060 ;
3061 [label="gini = 0.742\nsamples = 40\nvalue = [3, 3, 4, 5, 18, 5, 2, 0]"] ;
3060 -> 3061 ;
3062 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 1, 0, 0]"] ;
3060 -> 3062 ;
3063 [label="X[0] <= 15.225\ngini = 0.58\nsamples = 10\nvalue = [1, 2, 0, 0, 6, 1, 0, 0]"] ;
3059 -> 3063 ;
3064 [label="gini = 0.611\nsamples = 6\nvalue = [1, 2, 0, 0, 3, 0, 0, 0]"] ;
3063 -> 3064 ;
3065 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 1, 0, 0]"] ;
3063 -> 3065 ;
3066 [label="X[0] <= 15.245\ngini = 0.798\nsamples = 19\nvalue = [2, 1, 2, 1, 6, 5, 1, 1]"] ;
3054 -> 3066 ;
3067 [label="gini = 0.78\nsamples = 10\nvalue = [1, 0, 1, 0, 3, 3, 1, 1]"] ;
3066 -> 3067 ;
3068 [label="gini = 0.79\nsamples = 9\nvalue = [1, 1, 1, 1, 3, 2, 0, 0]"] ;
3066 -> 3068 ;
3069 [label="X[0] <= 15.305\ngini = 0.715\nsamples = 295\nvalue = [26, 16, 27, 36, 144, 31, 12, 3]"] ;
3041 -> 3069 ;
3070 [label="X[0] <= 15.265\ngini = 0.714\nsamples = 88\nvalue = [14, 5, 8, 12, 42, 4, 3, 0]"] ;
3069 -> 3070 ;
3071 [label="gini = 0.278\nsamples = 6\nvalue = [1, 0, 0, 0, 5, 0, 0, 0]"] ;
3070 -> 3071 ;
3072 [label="X[0] <= 15.275\ngini = 0.733\nsamples = 82\nvalue = [13, 5, 8, 12, 37, 4, 3, 0]"] ;
3070 -> 3072 ;
3073 [label="gini = 0.64\nsamples = 5\nvalue = [0, 2, 1, 0, 2, 0, 0, 0]"] ;
3072 -> 3073 ;
3074 [label="X[0] <= 15.285\ngini = 0.727\nsamples = 77\nvalue = [13, 3, 7, 12, 35, 4, 3, 0]"] ;
3072 -> 3074 ;
3075 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 1, 0, 0, 0]"] ;
3074 -> 3075 ;
3076 [label="X[0] <= 15.295\ngini = 0.719\nsamples = 73\nvalue = [13, 3, 6, 10, 34, 4, 3, 0]"] ;
3074 -> 3076 ;
3077 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 1, 2, 4, 0, 0, 0]"] ;
3076 -> 3077 ;
3078 [label="gini = 0.724\nsamples = 65\nvalue = [12, 3, 5, 8, 30, 4, 3, 0]"] ;
3076 -> 3078 ;
3079 [label="X[0] <= 15.375\ngini = 0.71\nsamples = 207\nvalue = [12, 11, 19, 24, 102, 27, 9, 3]"] ;
3069 -> 3079 ;
3080 [label="X[0] <= 15.355\ngini = 0.638\nsamples = 49\nvalue = [1, 0, 8, 5, 27, 7, 0, 1]"] ;
3079 -> 3080 ;
3081 [label="X[0] <= 15.345\ngini = 0.611\nsamples = 34\nvalue = [1, 0, 4, 4, 20, 4, 0, 1]"] ;
3080 -> 3081 ;
3082 [label="X[0] <= 15.335\ngini = 0.657\nsamples = 26\nvalue = [1, 0, 4, 3, 14, 3, 0, 1]"] ;
3081 -> 3082 ;
3083 [label="X[0] <= 15.325\ngini = 0.616\nsamples = 17\nvalue = [1, 0, 2, 2, 10, 1, 0, 1]"] ;
3082 -> 3083 ;
3084 [label="X[0] <= 15.315\ngini = 0.663\nsamples = 13\nvalue = [1, 0, 2, 1, 7, 1, 0, 1]"] ;
3083 -> 3084 ;
3085 [label="gini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 1, 5, 1, 0, 0]"] ;
3084 -> 3085 ;
3086 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 0, 2, 0, 0, 1]"] ;
3084 -> 3086 ;
3087 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
3083 -> 3087 ;
3088 [label="gini = 0.691\nsamples = 9\nvalue = [0, 0, 2, 1, 4, 2, 0, 0]"] ;
3082 -> 3088 ;
3089 [label="gini = 0.406\nsamples = 8\nvalue = [0, 0, 0, 1, 6, 1, 0, 0]"] ;
3081 -> 3089 ;
3090 [label="X[0] <= 15.365\ngini = 0.667\nsamples = 15\nvalue = [0, 0, 4, 1, 7, 3, 0, 0]"] ;
3080 -> 3090 ;
3091 [label="gini = 0.688\nsamples = 8\nvalue = [0, 0, 3, 1, 3, 1, 0, 0]"] ;
3090 -> 3091 ;
3092 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 2, 0, 0]"] ;
3090 -> 3092 ;
3093 [label="X[0] <= 15.425\ngini = 0.726\nsamples = 158\nvalue = [11, 11, 11, 19, 75, 20, 9, 2]"] ;
3079 -> 3093 ;
3094 [label="X[0] <= 15.395\ngini = 0.755\nsamples = 103\nvalue = [8, 6, 9, 14, 45, 12, 7, 2]"] ;
3093 -> 3094 ;
3095 [label="X[0] <= 15.385\ngini = 0.562\nsamples = 11\nvalue = [1, 1, 0, 1, 7, 1, 0, 0]"] ;
3094 -> 3095 ;
3096 [label="gini = 0.778\nsamples = 6\nvalue = [1, 1, 0, 1, 2, 1, 0, 0]"] ;
3095 -> 3096 ;
3097 [label="gini = 0.0\nsamples = 5\nvalue = [0, 0, 0, 0, 5, 0, 0, 0]"] ;
3095 -> 3097 ;
3098 [label="X[0] <= 15.415\ngini = 0.771\nsamples = 92\nvalue = [7, 5, 9, 13, 38, 11, 7, 2]"] ;
3094 -> 3098 ;
3099 [label="X[0] <= 15.405\ngini = 0.763\nsamples = 81\nvalue = [5, 5, 9, 12, 34, 10, 5, 1]"] ;
3098 -> 3099 ;
3100 [label="gini = 0.769\nsamples = 78\nvalue = [5, 5, 8, 12, 32, 10, 5, 1]"] ;
3099 -> 3100 ;
3101 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
3099 -> 3101 ;
3102 [label="gini = 0.777\nsamples = 11\nvalue = [2, 0, 0, 1, 4, 1, 2, 1]"] ;
3098 -> 3102 ;
3103 [label="X[0] <= 15.435\ngini = 0.659\nsamples = 55\nvalue = [3, 5, 2, 5, 30, 8, 2, 0]"] ;
3093 -> 3103 ;
3104 [label="gini = 0.568\nsamples = 9\nvalue = [0, 0, 0, 1, 5, 3, 0, 0]"] ;
3103 -> 3104 ;
3105 [label="X[0] <= 15.485\ngini = 0.665\nsamples = 46\nvalue = [3, 5, 2, 4, 25, 5, 2, 0]"] ;
3103 -> 3105 ;
3106 [label="X[0] <= 15.475\ngini = 0.661\nsamples = 35\nvalue = [2, 5, 2, 4, 19, 2, 1, 0]"] ;
3105 -> 3106 ;
3107 [label="X[0] <= 15.465\ngini = 0.58\nsamples = 24\nvalue = [1, 3, 1, 2, 15, 1, 1, 0]"] ;
3106 -> 3107 ;
3108 [label="X[0] <= 15.445\ngini = 0.602\nsamples = 17\nvalue = [1, 3, 0, 2, 10, 0, 1, 0]"] ;
3107 -> 3108 ;
3109 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
3108 -> 3109 ;
3110 [label="X[0] <= 15.455\ngini = 0.556\nsamples = 13\nvalue = [0, 3, 0, 1, 8, 0, 1, 0]"] ;
3108 -> 3110 ;
3111 [label="gini = 0.444\nsamples = 6\nvalue = [0, 2, 0, 0, 4, 0, 0, 0]"] ;
3110 -> 3111 ;
3112 [label="gini = 0.612\nsamples = 7\nvalue = [0, 1, 0, 1, 4, 0, 1, 0]"] ;
3110 -> 3112 ;
3113 [label="gini = 0.449\nsamples = 7\nvalue = [0, 0, 1, 0, 5, 1, 0, 0]"] ;
3107 -> 3113 ;
3114 [label="gini = 0.777\nsamples = 11\nvalue = [1, 2, 1, 2, 4, 1, 0, 0]"] ;
3106 -> 3114 ;
3115 [label="gini = 0.612\nsamples = 11\nvalue = [1, 0, 0, 0, 6, 3, 1, 0]"] ;
3105 -> 3115 ;
3116 [label="X[0] <= 15.625\ngini = 0.733\nsamples = 342\nvalue = [22, 16, 30, 58, 156, 41, 16, 3]"] ;
3034 -> 3116 ;
3117 [label="X[0] <= 15.605\ngini = 0.746\nsamples = 216\nvalue = [12, 9, 22, 42, 93, 22, 15, 1]"] ;
3116 -> 3117 ;
3118 [label="X[0] <= 15.525\ngini = 0.74\nsamples = 207\nvalue = [11, 9, 20, 41, 91, 20, 14, 1]"] ;
3117 -> 3118 ;
3119 [label="X[0] <= 15.505\ngini = 0.746\nsamples = 72\nvalue = [3, 1, 5, 15, 30, 11, 6, 1]"] ;
3118 -> 3119 ;
3120 [label="gini = 0.734\nsamples = 61\nvalue = [2, 1, 4, 11, 27, 9, 6, 1]"] ;
3119 -> 3120 ;
3121 [label="X[0] <= 15.515\ngini = 0.744\nsamples = 11\nvalue = [1, 0, 1, 4, 3, 2, 0, 0]"] ;
3119 -> 3121 ;
3122 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 3, 1, 0, 0, 0]"] ;
3121 -> 3122 ;
3123 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 0, 1, 2, 2, 0, 0]"] ;
3121 -> 3123 ;
3124 [label="X[0] <= 15.555\ngini = 0.731\nsamples = 135\nvalue = [8, 8, 15, 26, 61, 9, 8, 0]"] ;
3118 -> 3124 ;
3125 [label="X[0] <= 15.535\ngini = 0.694\nsamples = 21\nvalue = [2, 0, 5, 2, 10, 1, 1, 0]"] ;
3124 -> 3125 ;
3126 [label="gini = 0.519\nsamples = 9\nvalue = [1, 0, 1, 1, 6, 0, 0, 0]"] ;
3125 -> 3126 ;
3127 [label="X[0] <= 15.545\ngini = 0.75\nsamples = 12\nvalue = [1, 0, 4, 1, 4, 1, 1, 0]"] ;
3125 -> 3127 ;
3128 [label="gini = 0.75\nsamples = 8\nvalue = [1, 0, 3, 1, 2, 1, 0, 0]"] ;
3127 -> 3128 ;
3129 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 0, 2, 0, 1, 0]"] ;
3127 -> 3129 ;
3130 [label="X[0] <= 15.575\ngini = 0.731\nsamples = 114\nvalue = [6, 8, 10, 24, 51, 8, 7, 0]"] ;
3124 -> 3130 ;
3131 [label="X[0] <= 15.565\ngini = 0.773\nsamples = 16\nvalue = [3, 2, 0, 4, 5, 2, 0, 0]"] ;
3130 -> 3131 ;
3132 [label="gini = 0.611\nsamples = 6\nvalue = [0, 1, 0, 3, 2, 0, 0, 0]"] ;
3131 -> 3132 ;
3133 [label="gini = 0.76\nsamples = 10\nvalue = [3, 1, 0, 1, 3, 2, 0, 0]"] ;
3131 -> 3133 ;
3134 [label="X[0] <= 15.595\ngini = 0.714\nsamples = 98\nvalue = [3, 6, 10, 20, 46, 6, 7, 0]"] ;
3130 -> 3134 ;
3135 [label="X[0] <= 15.585\ngini = 0.674\nsamples = 24\nvalue = [1, 1, 1, 6, 12, 2, 1, 0]"] ;
3134 -> 3135 ;
3136 [label="gini = 0.612\nsamples = 11\nvalue = [0, 1, 1, 3, 6, 0, 0, 0]"] ;
3135 -> 3136 ;
3137 [label="gini = 0.698\nsamples = 13\nvalue = [1, 0, 0, 3, 6, 2, 1, 0]"] ;
3135 -> 3137 ;
3138 [label="gini = 0.724\nsamples = 74\nvalue = [2, 5, 9, 14, 34, 4, 6, 0]"] ;
3134 -> 3138 ;
3139 [label="X[0] <= 15.615\ngini = 0.815\nsamples = 9\nvalue = [1, 0, 2, 1, 2, 2, 1, 0]"] ;
3117 -> 3139 ;
3140 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 0, 1, 1, 0, 0]"] ;
3139 -> 3140 ;
3141 [label="gini = 0.833\nsamples = 6\nvalue = [1, 0, 1, 1, 1, 1, 1, 0]"] ;
3139 -> 3141 ;
3142 [label="X[0] <= 15.645\ngini = 0.697\nsamples = 126\nvalue = [10, 7, 8, 16, 63, 19, 1, 2]"] ;
3116 -> 3142 ;
3143 [label="X[0] <= 15.635\ngini = 0.507\nsamples = 15\nvalue = [3, 0, 0, 1, 10, 1, 0, 0]"] ;
3142 -> 3143 ;
3144 [label="gini = 0.494\nsamples = 9\nvalue = [2, 0, 0, 1, 6, 0, 0, 0]"] ;
3143 -> 3144 ;
3145 [label="gini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 1, 0, 0]"] ;
3143 -> 3145 ;
3146 [label="X[0] <= 15.685\ngini = 0.714\nsamples = 111\nvalue = [7, 7, 8, 15, 53, 18, 1, 2]"] ;
3142 -> 3146 ;
3147 [label="X[0] <= 15.665\ngini = 0.716\nsamples = 29\nvalue = [2, 1, 0, 8, 11, 7, 0, 0]"] ;
3146 -> 3147 ;
3148 [label="X[0] <= 15.655\ngini = 0.542\nsamples = 12\nvalue = [0, 0, 0, 1, 7, 4, 0, 0]"] ;
3147 -> 3148 ;
3149 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 0, 3, 3, 0, 0]"] ;
3148 -> 3149 ;
3150 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 1, 4, 1, 0, 0]"] ;
3148 -> 3150 ;
3151 [label="X[0] <= 15.675\ngini = 0.727\nsamples = 17\nvalue = [2, 1, 0, 7, 4, 3, 0, 0]"] ;
3147 -> 3151 ;
3152 [label="gini = 0.694\nsamples = 11\nvalue = [1, 0, 0, 4, 4, 2, 0, 0]"] ;
3151 -> 3152 ;
3153 [label="gini = 0.667\nsamples = 6\nvalue = [1, 1, 0, 3, 0, 1, 0, 0]"] ;
3151 -> 3153 ;
3154 [label="X[0] <= 15.705\ngini = 0.693\nsamples = 82\nvalue = [5, 6, 8, 7, 42, 11, 1, 2]"] ;
3146 -> 3154 ;
3155 [label="X[0] <= 15.695\ngini = 0.718\nsamples = 60\nvalue = [4, 4, 7, 5, 29, 8, 1, 2]"] ;
3154 -> 3155 ;
3156 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 1, 0, 0]"] ;
3155 -> 3156 ;
3157 [label="gini = 0.719\nsamples = 56\nvalue = [3, 4, 7, 5, 27, 7, 1, 2]"] ;
3155 -> 3157 ;
3158 [label="X[0] <= 15.725\ngini = 0.612\nsamples = 22\nvalue = [1, 2, 1, 2, 13, 3, 0, 0]"] ;
3154 -> 3158 ;
3159 [label="X[0] <= 15.715\ngini = 0.57\nsamples = 16\nvalue = [0, 2, 1, 1, 10, 2, 0, 0]"] ;
3158 -> 3159 ;
3160 [label="gini = 0.58\nsamples = 10\nvalue = [0, 2, 0, 1, 6, 1, 0, 0]"] ;
3159 -> 3160 ;
3161 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 1, 0, 4, 1, 0, 0]"] ;
3159 -> 3161 ;
3162 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 3, 1, 0, 0]"] ;
3158 -> 3162 ;
3163 [label="X[0] <= 15.745\ngini = 0.681\nsamples = 12\nvalue = [0, 1, 0, 2, 4, 5, 0, 0]"] ;
3033 -> 3163 ;
3164 [label="gini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 1, 0, 3, 0, 0]"] ;
3163 -> 3164 ;
3165 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 1, 4, 2, 0, 0]"] ;
3163 -> 3165 ;
3166 [label="X[0] <= 15.775\ngini = 0.686\nsamples = 226\nvalue = [19, 6, 23, 23, 118, 20, 16, 1]"] ;
3032 -> 3166 ;
3167 [label="X[0] <= 15.765\ngini = 0.347\nsamples = 15\nvalue = [1, 0, 1, 1, 12, 0, 0, 0]"] ;
3166 -> 3167 ;
3168 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 1, 0, 3, 0, 0, 0]"] ;
3167 -> 3168 ;
3169 [label="gini = 0.18\nsamples = 10\nvalue = [0, 0, 0, 1, 9, 0, 0, 0]"] ;
3167 -> 3169 ;
3170 [label="X[0] <= 15.915\ngini = 0.703\nsamples = 211\nvalue = [18, 6, 22, 22, 106, 20, 16, 1]"] ;
3166 -> 3170 ;
3171 [label="X[0] <= 15.905\ngini = 0.707\nsamples = 203\nvalue = [18, 6, 22, 22, 101, 18, 15, 1]"] ;
3170 -> 3171 ;
3172 [label="X[0] <= 15.895\ngini = 0.702\nsamples = 197\nvalue = [17, 4, 22, 21, 99, 18, 15, 1]"] ;
3171 -> 3172 ;
3173 [label="X[0] <= 15.835\ngini = 0.713\nsamples = 141\nvalue = [12, 3, 13, 17, 69, 14, 12, 1]"] ;
3172 -> 3173 ;
3174 [label="X[0] <= 15.815\ngini = 0.721\nsamples = 111\nvalue = [8, 2, 13, 12, 53, 12, 10, 1]"] ;
3173 -> 3174 ;
3175 [label="X[0] <= 15.805\ngini = 0.715\nsamples = 105\nvalue = [8, 2, 11, 12, 51, 11, 9, 1]"] ;
3174 -> 3175 ;
3176 [label="X[0] <= 15.795\ngini = 0.726\nsamples = 93\nvalue = [8, 2, 9, 9, 44, 11, 9, 1]"] ;
3175 -> 3176 ;
3177 [label="X[0] <= 15.785\ngini = 0.641\nsamples = 16\nvalue = [1, 0, 1, 2, 9, 2, 1, 0]"] ;
3176 -> 3177 ;
3178 [label="gini = 0.688\nsamples = 8\nvalue = [1, 0, 1, 1, 4, 0, 1, 0]"] ;
3177 -> 3178 ;
3179 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 1, 5, 2, 0, 0]"] ;
3177 -> 3179 ;
3180 [label="gini = 0.741\nsamples = 77\nvalue = [7, 2, 8, 7, 35, 9, 8, 1]"] ;
3176 -> 3180 ;
3181 [label="gini = 0.569\nsamples = 12\nvalue = [0, 0, 2, 3, 7, 0, 0, 0]"] ;
3175 -> 3181 ;
3182 [label="X[0] <= 15.825\ngini = 0.722\nsamples = 6\nvalue = [0, 0, 2, 0, 2, 1, 1, 0]"] ;
3174 -> 3182 ;
3183 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
3182 -> 3183 ;
3184 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 0, 1, 1, 1, 0]"] ;
3182 -> 3184 ;
3185 [label="X[0] <= 15.855\ngini = 0.66\nsamples = 30\nvalue = [4, 1, 0, 5, 16, 2, 2, 0]"] ;
3173 -> 3185 ;
3186 [label="X[0] <= 15.845\ngini = 0.667\nsamples = 9\nvalue = [1, 1, 0, 3, 4, 0, 0, 0]"] ;
3185 -> 3186 ;
3187 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3186 -> 3187 ;
3188 [label="gini = 0.72\nsamples = 5\nvalue = [1, 1, 0, 1, 2, 0, 0, 0]"] ;
3186 -> 3188 ;
3189 [label="X[0] <= 15.865\ngini = 0.626\nsamples = 21\nvalue = [3, 0, 0, 2, 12, 2, 2, 0]"] ;
3185 -> 3189 ;
3190 [label="gini = 0.278\nsamples = 6\nvalue = [1, 0, 0, 0, 5, 0, 0, 0]"] ;
3189 -> 3190 ;
3191 [label="X[0] <= 15.875\ngini = 0.711\nsamples = 15\nvalue = [2, 0, 0, 2, 7, 2, 2, 0]"] ;
3189 -> 3191 ;
3192 [label="gini = 0.75\nsamples = 4\nvalue = [1, 0, 0, 0, 1, 1, 1, 0]"] ;
3191 -> 3192 ;
3193 [label="X[0] <= 15.885\ngini = 0.645\nsamples = 11\nvalue = [1, 0, 0, 2, 6, 1, 1, 0]"] ;
3191 -> 3193 ;
3194 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 1, 3, 1, 0, 0]"] ;
3193 -> 3194 ;
3195 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 3, 0, 1, 0]"] ;
3193 -> 3195 ;
3196 [label="gini = 0.666\nsamples = 56\nvalue = [5, 1, 9, 4, 30, 4, 3, 0]"] ;
3172 -> 3196 ;
3197 [label="gini = 0.722\nsamples = 6\nvalue = [1, 2, 0, 1, 2, 0, 0, 0]"] ;
3171 -> 3197 ;
3198 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 0, 5, 2, 1, 0]"] ;
3170 -> 3198 ;
3199 [label="X[0] <= 15.945\ngini = 0.745\nsamples = 283\nvalue = [18, 11, 31, 40, 124, 44, 10, 5]"] ;
3031 -> 3199 ;
3200 [label="X[0] <= 15.935\ngini = 0.694\nsamples = 11\nvalue = [1, 1, 1, 0, 3, 5, 0, 0]"] ;
3199 -> 3200 ;
3201 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 1, 0, 2, 4, 0, 0]"] ;
3200 -> 3201 ;
3202 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 0, 1, 1, 0, 0]"] ;
3200 -> 3202 ;
3203 [label="X[0] <= 15.955\ngini = 0.741\nsamples = 272\nvalue = [17, 10, 30, 40, 121, 39, 10, 5]"] ;
3199 -> 3203 ;
3204 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 2, 1, 1, 0, 0]"] ;
3203 -> 3204 ;
3205 [label="X[0] <= 15.965\ngini = 0.74\nsamples = 268\nvalue = [17, 10, 30, 38, 120, 38, 10, 5]"] ;
3203 -> 3205 ;
3206 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 2, 0, 4, 0, 1, 0]"] ;
3205 -> 3206 ;
3207 [label="X[0] <= 16.095\ngini = 0.741\nsamples = 261\nvalue = [17, 10, 28, 38, 116, 38, 9, 5]"] ;
3205 -> 3207 ;
3208 [label="X[0] <= 15.975\ngini = 0.749\nsamples = 110\nvalue = [11, 5, 11, 18, 48, 11, 3, 3]"] ;
3207 -> 3208 ;
3209 [label="gini = 0.642\nsamples = 9\nvalue = [0, 0, 0, 2, 4, 3, 0, 0]"] ;
3208 -> 3209 ;
3210 [label="X[0] <= 16.085\ngini = 0.751\nsamples = 101\nvalue = [11, 5, 11, 16, 44, 8, 3, 3]"] ;
3208 -> 3210 ;
3211 [label="X[0] <= 16.075\ngini = 0.751\nsamples = 99\nvalue = [11, 4, 11, 16, 43, 8, 3, 3]"] ;
3210 -> 3211 ;
3212 [label="X[0] <= 16.065\ngini = 0.741\nsamples = 93\nvalue = [10, 4, 10, 14, 42, 7, 3, 3]"] ;
3211 -> 3212 ;
3213 [label="X[0] <= 16.055\ngini = 0.759\nsamples = 87\nvalue = [10, 4, 10, 13, 37, 7, 3, 3]"] ;
3212 -> 3213 ;
3214 [label="X[0] <= 16.015\ngini = 0.753\nsamples = 81\nvalue = [8, 3, 10, 13, 35, 6, 3, 3]"] ;
3213 -> 3214 ;
3215 [label="X[0] <= 15.985\ngini = 0.772\nsamples = 69\nvalue = [6, 3, 9, 11, 28, 6, 3, 3]"] ;
3214 -> 3215 ;
3216 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 0, 2, 0, 0, 1]"] ;
3215 -> 3216 ;
3217 [label="X[0] <= 15.995\ngini = 0.774\nsamples = 65\nvalue = [6, 3, 8, 11, 26, 6, 3, 2]"] ;
3215 -> 3217 ;
3218 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3217 -> 3218 ;
3219 [label="X[0] <= 16.005\ngini = 0.783\nsamples = 62\nvalue = [6, 3, 8, 10, 24, 6, 3, 2]"] ;
3217 -> 3219 ;
3220 [label="gini = 0.784\nsamples = 57\nvalue = [6, 3, 7, 9, 22, 6, 2, 2]"] ;
3219 -> 3220 ;
3221 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 1, 2, 0, 1, 0]"] ;
3219 -> 3221 ;
3222 [label="X[0] <= 16.025\ngini = 0.597\nsamples = 12\nvalue = [2, 0, 1, 2, 7, 0, 0, 0]"] ;
3214 -> 3222 ;
3223 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
3222 -> 3223 ;
3224 [label="X[0] <= 16.035\ngini = 0.691\nsamples = 9\nvalue = [2, 0, 1, 2, 4, 0, 0, 0]"] ;
3222 -> 3224 ;
3225 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3224 -> 3225 ;
3226 [label="X[0] <= 16.045\ngini = 0.656\nsamples = 8\nvalue = [2, 0, 1, 1, 4, 0, 0, 0]"] ;
3224 -> 3226 ;
3227 [label="gini = 0.64\nsamples = 5\nvalue = [2, 0, 1, 0, 2, 0, 0, 0]"] ;
3226 -> 3227 ;
3228 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3226 -> 3228 ;
3229 [label="gini = 0.722\nsamples = 6\nvalue = [2, 1, 0, 0, 2, 1, 0, 0]"] ;
3213 -> 3229 ;
3230 [label="gini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
3212 -> 3230 ;
3231 [label="gini = 0.778\nsamples = 6\nvalue = [1, 0, 1, 2, 1, 1, 0, 0]"] ;
3211 -> 3231 ;
3232 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3210 -> 3232 ;
3233 [label="X[0] <= 16.215\ngini = 0.731\nsamples = 151\nvalue = [6, 5, 17, 20, 68, 27, 6, 2]"] ;
3207 -> 3233 ;
3234 [label="X[0] <= 16.105\ngini = 0.721\nsamples = 142\nvalue = [4, 4, 17, 19, 65, 26, 6, 1]"] ;
3233 -> 3234 ;
3235 [label="gini = 0.767\nsamples = 50\nvalue = [2, 3, 6, 6, 20, 9, 4, 0]"] ;
3234 -> 3235 ;
3236 [label="X[0] <= 16.115\ngini = 0.691\nsamples = 92\nvalue = [2, 1, 11, 13, 45, 17, 2, 1]"] ;
3234 -> 3236 ;
3237 [label="gini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 2, 5, 1, 0, 0]"] ;
3236 -> 3237 ;
3238 [label="X[0] <= 16.125\ngini = 0.701\nsamples = 84\nvalue = [2, 1, 11, 11, 40, 16, 2, 1]"] ;
3236 -> 3238 ;
3239 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3238 -> 3239 ;
3240 [label="X[0] <= 16.195\ngini = 0.699\nsamples = 83\nvalue = [2, 1, 11, 11, 40, 15, 2, 1]"] ;
3238 -> 3240 ;
3241 [label="X[0] <= 16.185\ngini = 0.647\nsamples = 37\nvalue = [1, 0, 6, 3, 20, 6, 1, 0]"] ;
3240 -> 3241 ;
3242 [label="X[0] <= 16.175\ngini = 0.671\nsamples = 30\nvalue = [1, 0, 6, 3, 15, 5, 0, 0]"] ;
3241 -> 3242 ;
3243 [label="X[0] <= 16.135\ngini = 0.673\nsamples = 28\nvalue = [1, 0, 5, 3, 14, 5, 0, 0]"] ;
3242 -> 3243 ;
3244 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 2, 0, 3, 1, 0, 0]"] ;
3243 -> 3244 ;
3245 [label="X[0] <= 16.145\ngini = 0.678\nsamples = 22\nvalue = [1, 0, 3, 3, 11, 4, 0, 0]"] ;
3243 -> 3245 ;
3246 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3245 -> 3246 ;
3247 [label="X[0] <= 16.165\ngini = 0.693\nsamples = 19\nvalue = [1, 0, 3, 2, 9, 4, 0, 0]"] ;
3245 -> 3247 ;
3248 [label="X[0] <= 16.155\ngini = 0.7\nsamples = 10\nvalue = [0, 0, 2, 1, 4, 3, 0, 0]"] ;
3247 -> 3248 ;
3249 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 1, 0, 3, 2, 0, 0]"] ;
3248 -> 3249 ;
3250 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 1, 1, 1, 0, 0]"] ;
3248 -> 3250 ;
3251 [label="gini = 0.642\nsamples = 9\nvalue = [1, 0, 1, 1, 5, 1, 0, 0]"] ;
3247 -> 3251 ;
3252 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
3242 -> 3252 ;
3253 [label="gini = 0.449\nsamples = 7\nvalue = [0, 0, 0, 0, 5, 1, 1, 0]"] ;
3241 -> 3253 ;
3254 [label="X[0] <= 16.205\ngini = 0.729\nsamples = 46\nvalue = [1, 1, 5, 8, 20, 9, 1, 1]"] ;
3240 -> 3254 ;
3255 [label="gini = 0.731\nsamples = 42\nvalue = [1, 1, 4, 7, 18, 9, 1, 1]"] ;
3254 -> 3255 ;
3256 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 1, 2, 0, 0, 0]"] ;
3254 -> 3256 ;
3257 [label="gini = 0.79\nsamples = 9\nvalue = [2, 1, 0, 1, 3, 1, 0, 1]"] ;
3233 -> 3257 ;
3258 [label="X[0] <= 16.235\ngini = 0.464\nsamples = 17\nvalue = [0, 0, 1, 0, 12, 3, 1, 0]"] ;
2958 -> 3258 ;
3259 [label="gini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 0, 5, 1, 1, 0]"] ;
3258 -> 3259 ;
3260 [label="X[0] <= 16.245\ngini = 0.346\nsamples = 9\nvalue = [0, 0, 0, 0, 7, 2, 0, 0]"] ;
3258 -> 3260 ;
3261 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 0, 4, 1, 0, 0]"] ;
3260 -> 3261 ;
3262 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 1, 0, 0]"] ;
3260 -> 3262 ;
3263 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 0, 2, 1, 1, 0, 0]"] ;
2957 -> 3263 ;
3264 [label="X[0] <= 16.275\ngini = 0.198\nsamples = 9\nvalue = [0, 0, 1, 0, 8, 0, 0, 0]"] ;
2952 -> 3264 ;
3265 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 1, 0, 4, 0, 0, 0]"] ;
3264 -> 3265 ;
3266 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
3264 -> 3266 ;
3267 [label="X[0] <= 17.055\ngini = 0.76\nsamples = 602\nvalue = [50, 36, 42, 108, 252, 63, 46, 5]"] ;
2857 -> 3267 ;
3268 [label="X[0] <= 17.005\ngini = 0.768\nsamples = 545\nvalue = [43, 36, 40, 102, 221, 57, 41, 5]"] ;
3267 -> 3268 ;
3269 [label="X[0] <= 16.915\ngini = 0.763\nsamples = 535\nvalue = [40, 34, 40, 99, 221, 56, 40, 5]"] ;
3268 -> 3269 ;
3270 [label="X[0] <= 16.365\ngini = 0.764\nsamples = 495\nvalue = [40, 33, 37, 85, 206, 53, 36, 5]"] ;
3269 -> 3270 ;
3271 [label="X[0] <= 16.35\ngini = 0.77\nsamples = 95\nvalue = [2, 8, 5, 20, 36, 12, 12, 0]"] ;
3270 -> 3271 ;
3272 [label="X[0] <= 16.295\ngini = 0.762\nsamples = 90\nvalue = [2, 8, 4, 20, 35, 11, 10, 0]"] ;
3271 -> 3272 ;
3273 [label="gini = 0.806\nsamples = 12\nvalue = [0, 2, 1, 2, 3, 3, 1, 0]"] ;
3272 -> 3273 ;
3274 [label="X[0] <= 16.325\ngini = 0.747\nsamples = 78\nvalue = [2, 6, 3, 18, 32, 8, 9, 0]"] ;
3272 -> 3274 ;
3275 [label="X[0] <= 16.305\ngini = 0.763\nsamples = 68\nvalue = [2, 6, 3, 16, 26, 7, 8, 0]"] ;
3274 -> 3275 ;
3276 [label="gini = 0.746\nsamples = 60\nvalue = [1, 5, 2, 15, 24, 7, 6, 0]"] ;
3275 -> 3276 ;
3277 [label="X[0] <= 16.315\ngini = 0.812\nsamples = 8\nvalue = [1, 1, 1, 1, 2, 0, 2, 0]"] ;
3275 -> 3277 ;
3278 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 0, 1, 0]"] ;
3277 -> 3278 ;
3279 [label="gini = 0.8\nsamples = 5\nvalue = [0, 1, 1, 1, 1, 0, 1, 0]"] ;
3277 -> 3279 ;
3280 [label="X[0] <= 16.335\ngini = 0.58\nsamples = 10\nvalue = [0, 0, 0, 2, 6, 1, 1, 0]"] ;
3274 -> 3280 ;
3281 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 0, 4, 1, 1, 0]"] ;
3280 -> 3281 ;
3282 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3280 -> 3282 ;
3283 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 0, 1, 1, 2, 0]"] ;
3271 -> 3283 ;
3284 [label="X[0] <= 16.405\ngini = 0.759\nsamples = 400\nvalue = [38, 25, 32, 65, 170, 41, 24, 5]"] ;
3270 -> 3284 ;
3285 [label="X[0] <= 16.375\ngini = 0.679\nsamples = 66\nvalue = [6, 5, 5, 8, 35, 3, 4, 0]"] ;
3284 -> 3285 ;
3286 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 0, 1, 0]"] ;
3285 -> 3286 ;
3287 [label="X[0] <= 16.395\ngini = 0.676\nsamples = 62\nvalue = [5, 5, 5, 8, 33, 3, 3, 0]"] ;
3285 -> 3287 ;
3288 [label="X[0] <= 16.385\ngini = 0.611\nsamples = 12\nvalue = [1, 2, 0, 1, 7, 1, 0, 0]"] ;
3287 -> 3288 ;
3289 [label="gini = 0.562\nsamples = 8\nvalue = [1, 1, 0, 1, 5, 0, 0, 0]"] ;
3288 -> 3289 ;
3290 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 0, 2, 1, 0, 0]"] ;
3288 -> 3290 ;
3291 [label="gini = 0.685\nsamples = 50\nvalue = [4, 3, 5, 7, 26, 2, 3, 0]"] ;
3287 -> 3291 ;
3292 [label="X[0] <= 16.845\ngini = 0.771\nsamples = 334\nvalue = [32, 20, 27, 57, 135, 38, 20, 5]"] ;
3284 -> 3292 ;
3293 [label="X[0] <= 16.485\ngini = 0.776\nsamples = 278\nvalue = [28, 12, 21, 49, 109, 36, 18, 5]"] ;
3292 -> 3293 ;
3294 [label="X[0] <= 16.465\ngini = 0.785\nsamples = 49\nvalue = [4, 2, 4, 11, 16, 10, 2, 0]"] ;
3293 -> 3294 ;
3295 [label="X[0] <= 16.455\ngini = 0.784\nsamples = 41\nvalue = [4, 2, 4, 7, 15, 7, 2, 0]"] ;
3294 -> 3295 ;
3296 [label="X[0] <= 16.435\ngini = 0.778\nsamples = 31\nvalue = [3, 1, 4, 7, 11, 4, 1, 0]"] ;
3295 -> 3296 ;
3297 [label="X[0] <= 16.415\ngini = 0.803\nsamples = 21\nvalue = [3, 0, 3, 4, 6, 4, 1, 0]"] ;
3296 -> 3297 ;
3298 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 0, 2, 3, 1, 1, 0]"] ;
3297 -> 3298 ;
3299 [label="X[0] <= 16.425\ngini = 0.796\nsamples = 14\nvalue = [3, 0, 3, 2, 3, 3, 0, 0]"] ;
3297 -> 3299 ;
3300 [label="gini = 0.722\nsamples = 6\nvalue = [1, 0, 1, 0, 2, 2, 0, 0]"] ;
3299 -> 3300 ;
3301 [label="gini = 0.781\nsamples = 8\nvalue = [2, 0, 2, 2, 1, 1, 0, 0]"] ;
3299 -> 3301 ;
3302 [label="X[0] <= 16.445\ngini = 0.64\nsamples = 10\nvalue = [0, 1, 1, 3, 5, 0, 0, 0]"] ;
3296 -> 3302 ;
3303 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
3302 -> 3303 ;
3304 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 2, 1, 0, 0, 0]"] ;
3302 -> 3304 ;
3305 [label="gini = 0.72\nsamples = 10\nvalue = [1, 1, 0, 0, 4, 3, 1, 0]"] ;
3295 -> 3305 ;
3306 [label="X[0] <= 16.475\ngini = 0.594\nsamples = 8\nvalue = [0, 0, 0, 4, 1, 3, 0, 0]"] ;
3294 -> 3306 ;
3307 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3306 -> 3307 ;
3308 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 3, 1, 2, 0, 0]"] ;
3306 -> 3308 ;
3309 [label="X[0] <= 16.595\ngini = 0.771\nsamples = 229\nvalue = [24, 10, 17, 38, 93, 26, 16, 5]"] ;
3293 -> 3309 ;
3310 [label="X[0] <= 16.545\ngini = 0.719\nsamples = 70\nvalue = [7, 1, 5, 8, 34, 6, 6, 3]"] ;
3309 -> 3310 ;
3311 [label="X[0] <= 16.525\ngini = 0.755\nsamples = 53\nvalue = [7, 1, 5, 7, 23, 4, 4, 2]"] ;
3310 -> 3311 ;
3312 [label="X[0] <= 16.51\ngini = 0.724\nsamples = 46\nvalue = [5, 1, 5, 5, 22, 4, 2, 2]"] ;
3311 -> 3312 ;
3313 [label="X[0] <= 16.495\ngini = 0.723\nsamples = 42\nvalue = [4, 1, 5, 5, 20, 4, 1, 2]"] ;
3312 -> 3313 ;
3314 [label="gini = 0.667\nsamples = 6\nvalue = [1, 0, 1, 0, 3, 1, 0, 0]"] ;
3313 -> 3314 ;
3315 [label="gini = 0.727\nsamples = 36\nvalue = [3, 1, 4, 5, 17, 3, 1, 2]"] ;
3313 -> 3315 ;
3316 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 0, 1, 0]"] ;
3312 -> 3316 ;
3317 [label="X[0] <= 16.535\ngini = 0.735\nsamples = 7\nvalue = [2, 0, 0, 2, 1, 0, 2, 0]"] ;
3311 -> 3317 ;
3318 [label="gini = 0.444\nsamples = 3\nvalue = [2, 0, 0, 0, 0, 0, 1, 0]"] ;
3317 -> 3318 ;
3319 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 2, 1, 0, 1, 0]"] ;
3317 -> 3319 ;
3320 [label="X[0] <= 16.565\ngini = 0.547\nsamples = 17\nvalue = [0, 0, 0, 1, 11, 2, 2, 1]"] ;
3310 -> 3320 ;
3321 [label="X[0] <= 16.555\ngini = 0.617\nsamples = 9\nvalue = [0, 0, 0, 0, 5, 1, 2, 1]"] ;
3320 -> 3321 ;
3322 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3321 -> 3322 ;
3323 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 0, 0, 3, 1, 2, 1]"] ;
3321 -> 3323 ;
3324 [label="X[0] <= 16.575\ngini = 0.406\nsamples = 8\nvalue = [0, 0, 0, 1, 6, 1, 0, 0]"] ;
3320 -> 3324 ;
3325 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3324 -> 3325 ;
3326 [label="X[0] <= 16.585\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 1, 4, 1, 0, 0]"] ;
3324 -> 3326 ;
3327 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3326 -> 3327 ;
3328 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
3326 -> 3328 ;
3329 [label="X[0] <= 16.825\ngini = 0.786\nsamples = 159\nvalue = [17, 9, 12, 30, 59, 20, 10, 2]"] ;
3309 -> 3329 ;
3330 [label="X[0] <= 16.615\ngini = 0.784\nsamples = 154\nvalue = [16, 9, 12, 29, 58, 18, 10, 2]"] ;
3329 -> 3330 ;
3331 [label="X[0] <= 16.605\ngini = 0.814\nsamples = 39\nvalue = [4, 2, 4, 9, 12, 3, 3, 2]"] ;
3330 -> 3331 ;
3332 [label="gini = 0.815\nsamples = 36\nvalue = [4, 1, 4, 8, 11, 3, 3, 2]"] ;
3331 -> 3332 ;
3333 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 1, 0, 0, 0]"] ;
3331 -> 3333 ;
3334 [label="X[0] <= 16.655\ngini = 0.77\nsamples = 115\nvalue = [12, 7, 8, 20, 46, 15, 7, 0]"] ;
3330 -> 3334 ;
3335 [label="X[0] <= 16.635\ngini = 0.548\nsamples = 19\nvalue = [1, 0, 0, 3, 12, 3, 0, 0]"] ;
3334 -> 3335 ;
3336 [label="X[0] <= 16.625\ngini = 0.66\nsamples = 10\nvalue = [1, 0, 0, 2, 5, 2, 0, 0]"] ;
3335 -> 3336 ;
3337 [label="gini = 0.656\nsamples = 8\nvalue = [1, 0, 0, 1, 4, 2, 0, 0]"] ;
3336 -> 3337 ;
3338 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3336 -> 3338 ;
3339 [label="X[0] <= 16.645\ngini = 0.37\nsamples = 9\nvalue = [0, 0, 0, 1, 7, 1, 0, 0]"] ;
3335 -> 3339 ;
3340 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
3339 -> 3340 ;
3341 [label="gini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 1, 4, 1, 0, 0]"] ;
3339 -> 3341 ;
3342 [label="X[0] <= 16.72\ngini = 0.797\nsamples = 96\nvalue = [11, 7, 8, 17, 34, 12, 7, 0]"] ;
3334 -> 3342 ;
3343 [label="X[0] <= 16.695\ngini = 0.814\nsamples = 44\nvalue = [5, 6, 3, 9, 13, 6, 2, 0]"] ;
3342 -> 3343 ;
3344 [label="X[0] <= 16.675\ngini = 0.776\nsamples = 14\nvalue = [3, 2, 2, 1, 5, 1, 0, 0]"] ;
3343 -> 3344 ;
3345 [label="X[0] <= 16.665\ngini = 0.75\nsamples = 8\nvalue = [1, 1, 2, 0, 3, 1, 0, 0]"] ;
3344 -> 3345 ;
3346 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 1, 0, 0, 0]"] ;
3345 -> 3346 ;
3347 [label="gini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 0, 2, 1, 0, 0]"] ;
3345 -> 3347 ;
3348 [label="X[0] <= 16.685\ngini = 0.722\nsamples = 6\nvalue = [2, 1, 0, 1, 2, 0, 0, 0]"] ;
3344 -> 3348 ;
3349 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
3348 -> 3349 ;
3350 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 0, 0, 1, 0, 0, 0]"] ;
3348 -> 3350 ;
3351 [label="X[0] <= 16.705\ngini = 0.802\nsamples = 30\nvalue = [2, 4, 1, 8, 8, 5, 2, 0]"] ;
3343 -> 3351 ;
3352 [label="gini = 0.802\nsamples = 23\nvalue = [2, 3, 1, 5, 7, 4, 1, 0]"] ;
3351 -> 3352 ;
3353 [label="gini = 0.735\nsamples = 7\nvalue = [0, 1, 0, 3, 1, 1, 1, 0]"] ;
3351 -> 3353 ;
3354 [label="X[0] <= 16.76\ngini = 0.768\nsamples = 52\nvalue = [6, 1, 5, 8, 21, 6, 5, 0]"] ;
3342 -> 3354 ;
3355 [label="X[0] <= 16.735\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 1, 3, 0, 2, 0]"] ;
3354 -> 3355 ;
3356 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3355 -> 3356 ;
3357 [label="X[0] <= 16.745\ngini = 0.64\nsamples = 5\nvalue = [0, 0, 0, 1, 2, 0, 2, 0]"] ;
3355 -> 3357 ;
3358 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
3357 -> 3358 ;
3359 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 0, 1, 0]"] ;
3357 -> 3359 ;
3360 [label="X[0] <= 16.775\ngini = 0.773\nsamples = 46\nvalue = [6, 1, 5, 7, 18, 6, 3, 0]"] ;
3354 -> 3360 ;
3361 [label="gini = 0.72\nsamples = 5\nvalue = [2, 0, 1, 1, 1, 0, 0, 0]"] ;
3360 -> 3361 ;
3362 [label="X[0] <= 16.795\ngini = 0.76\nsamples = 41\nvalue = [4, 1, 4, 6, 17, 6, 3, 0]"] ;
3360 -> 3362 ;
3363 [label="X[0] <= 16.785\ngini = 0.612\nsamples = 7\nvalue = [1, 0, 1, 1, 4, 0, 0, 0]"] ;
3362 -> 3363 ;
3364 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3363 -> 3364 ;
3365 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 1, 0, 3, 0, 0, 0]"] ;
3363 -> 3365 ;
3366 [label="X[0] <= 16.815\ngini = 0.777\nsamples = 34\nvalue = [3, 1, 3, 5, 13, 6, 3, 0]"] ;
3362 -> 3366 ;
3367 [label="X[0] <= 16.805\ngini = 0.781\nsamples = 32\nvalue = [3, 1, 3, 4, 12, 6, 3, 0]"] ;
3366 -> 3367 ;
3368 [label="gini = 0.773\nsamples = 29\nvalue = [2, 1, 2, 4, 11, 6, 3, 0]"] ;
3367 -> 3368 ;
3369 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
3367 -> 3369 ;
3370 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3366 -> 3370 ;
3371 [label="X[0] <= 16.835\ngini = 0.72\nsamples = 5\nvalue = [1, 0, 0, 1, 1, 2, 0, 0]"] ;
3329 -> 3371 ;
3372 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3371 -> 3372 ;
3373 [label="gini = 0.75\nsamples = 4\nvalue = [1, 0, 0, 1, 1, 1, 0, 0]"] ;
3371 -> 3373 ;
3374 [label="X[0] <= 16.895\ngini = 0.724\nsamples = 56\nvalue = [4, 8, 6, 8, 26, 2, 2, 0]"] ;
3292 -> 3374 ;
3375 [label="X[0] <= 16.855\ngini = 0.586\nsamples = 23\nvalue = [1, 4, 1, 2, 14, 1, 0, 0]"] ;
3374 -> 3375 ;
3376 [label="gini = 0.735\nsamples = 7\nvalue = [1, 1, 1, 1, 3, 0, 0, 0]"] ;
3375 -> 3376 ;
3377 [label="X[0] <= 16.875\ngini = 0.484\nsamples = 16\nvalue = [0, 3, 0, 1, 11, 1, 0, 0]"] ;
3375 -> 3377 ;
3378 [label="X[0] <= 16.865\ngini = 0.346\nsamples = 9\nvalue = [0, 2, 0, 0, 7, 0, 0, 0]"] ;
3377 -> 3378 ;
3379 [label="gini = 0.278\nsamples = 6\nvalue = [0, 1, 0, 0, 5, 0, 0, 0]"] ;
3378 -> 3379 ;
3380 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
3378 -> 3380 ;
3381 [label="X[0] <= 16.885\ngini = 0.612\nsamples = 7\nvalue = [0, 1, 0, 1, 4, 1, 0, 0]"] ;
3377 -> 3381 ;
3382 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 1, 0, 0]"] ;
3381 -> 3382 ;
3383 [label="gini = 0.375\nsamples = 4\nvalue = [0, 1, 0, 0, 3, 0, 0, 0]"] ;
3381 -> 3383 ;
3384 [label="X[0] <= 16.905\ngini = 0.784\nsamples = 33\nvalue = [3, 4, 5, 6, 12, 1, 2, 0]"] ;
3374 -> 3384 ;
3385 [label="gini = 0.785\nsamples = 29\nvalue = [3, 3, 5, 6, 10, 1, 1, 0]"] ;
3384 -> 3385 ;
3386 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 0, 2, 0, 1, 0]"] ;
3384 -> 3386 ;
3387 [label="X[0] <= 16.985\ngini = 0.715\nsamples = 40\nvalue = [0, 1, 3, 14, 15, 3, 4, 0]"] ;
3269 -> 3387 ;
3388 [label="X[0] <= 16.935\ngini = 0.587\nsamples = 15\nvalue = [0, 0, 0, 9, 2, 2, 2, 0]"] ;
3387 -> 3388 ;
3389 [label="X[0] <= 16.925\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 0, 0, 2, 0]"] ;
3388 -> 3389 ;
3390 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
3389 -> 3390 ;
3391 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
3389 -> 3391 ;
3392 [label="X[0] <= 16.945\ngini = 0.529\nsamples = 11\nvalue = [0, 0, 0, 7, 2, 2, 0, 0]"] ;
3388 -> 3392 ;
3393 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 3, 0, 0, 0, 0]"] ;
3392 -> 3393 ;
3394 [label="X[0] <= 16.96\ngini = 0.625\nsamples = 8\nvalue = [0, 0, 0, 4, 2, 2, 0, 0]"] ;
3392 -> 3394 ;
3395 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3394 -> 3395 ;
3396 [label="X[0] <= 16.975\ngini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 4, 2, 1, 0, 0]"] ;
3394 -> 3396 ;
3397 [label="gini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 3, 2, 0, 0, 0]"] ;
3396 -> 3397 ;
3398 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3396 -> 3398 ;
3399 [label="X[0] <= 16.995\ngini = 0.666\nsamples = 25\nvalue = [0, 1, 3, 5, 13, 1, 2, 0]"] ;
3387 -> 3399 ;
3400 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3399 -> 3400 ;
3401 [label="gini = 0.696\nsamples = 23\nvalue = [0, 1, 3, 5, 11, 1, 2, 0]"] ;
3399 -> 3401 ;
3402 [label="X[0] <= 17.015\ngini = 0.76\nsamples = 10\nvalue = [3, 2, 0, 3, 0, 1, 1, 0]"] ;
3268 -> 3402 ;
3403 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
3402 -> 3403 ;
3404 [label="X[0] <= 17.025\ngini = 0.765\nsamples = 9\nvalue = [2, 2, 0, 3, 0, 1, 1, 0]"] ;
3402 -> 3404 ;
3405 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
3404 -> 3405 ;
3406 [label="X[0] <= 17.035\ngini = 0.735\nsamples = 7\nvalue = [2, 2, 0, 2, 0, 1, 0, 0]"] ;
3404 -> 3406 ;
3407 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3406 -> 3407 ;
3408 [label="X[0] <= 17.045\ngini = 0.722\nsamples = 6\nvalue = [2, 1, 0, 2, 0, 1, 0, 0]"] ;
3406 -> 3408 ;
3409 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
3408 -> 3409 ;
3410 [label="gini = 0.72\nsamples = 5\nvalue = [1, 1, 0, 2, 0, 1, 0, 0]"] ;
3408 -> 3410 ;
3411 [label="X[0] <= 17.115\ngini = 0.658\nsamples = 57\nvalue = [7, 0, 2, 6, 31, 6, 5, 0]"] ;
3267 -> 3411 ;
3412 [label="X[0] <= 17.085\ngini = 0.695\nsamples = 46\nvalue = [6, 0, 2, 5, 23, 6, 4, 0]"] ;
3411 -> 3412 ;
3413 [label="X[0] <= 17.065\ngini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 0, 5, 2, 1, 0]"] ;
3412 -> 3413 ;
3414 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
3413 -> 3414 ;
3415 [label="X[0] <= 17.075\ngini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 0, 4, 2, 0, 0]"] ;
3413 -> 3415 ;
3416 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
3415 -> 3416 ;
3417 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
3415 -> 3417 ;
3418 [label="X[0] <= 17.095\ngini = 0.713\nsamples = 38\nvalue = [6, 0, 2, 5, 18, 4, 3, 0]"] ;
3412 -> 3418 ;
3419 [label="gini = 0.64\nsamples = 5\nvalue = [2, 0, 0, 2, 1, 0, 0, 0]"] ;
3418 -> 3419 ;
3420 [label="X[0] <= 17.105\ngini = 0.685\nsamples = 33\nvalue = [4, 0, 2, 3, 17, 4, 3, 0]"] ;
3418 -> 3420 ;
3421 [label="gini = 0.685\nsamples = 31\nvalue = [4, 0, 2, 3, 16, 3, 3, 0]"] ;
3420 -> 3421 ;
3422 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3420 -> 3422 ;
3423 [label="X[0] <= 17.165\ngini = 0.446\nsamples = 11\nvalue = [1, 0, 0, 1, 8, 0, 1, 0]"] ;
3411 -> 3423 ;
3424 [label="X[0] <= 17.145\ngini = 0.219\nsamples = 8\nvalue = [0, 0, 0, 1, 7, 0, 0, 0]"] ;
3423 -> 3424 ;
3425 [label="X[0] <= 17.13\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3424 -> 3425 ;
3426 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3425 -> 3426 ;
3427 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3425 -> 3427 ;
3428 [label="gini = 0.0\nsamples = 5\nvalue = [0, 0, 0, 0, 5, 0, 0, 0]"] ;
3424 -> 3428 ;
3429 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 0, 1, 0]"] ;
3423 -> 3429 ;
3430 [label="X[0] <= 19.935\ngini = 0.768\nsamples = 2755\nvalue = [189, 203, 267, 860, 895, 256, 58, 27]"] ;
1588 -> 3430 ;
3431 [label="X[0] <= 18.395\ngini = 0.756\nsamples = 1293\nvalue = [88, 104, 123, 490, 350, 103, 26, 9]"] ;
3430 -> 3431 ;
3432 [label="X[0] <= 17.225\ngini = 0.775\nsamples = 491\nvalue = [34, 41, 40, 154, 153, 49, 13, 7]"] ;
3431 -> 3432 ;
3433 [label="X[0] <= 17.19\ngini = 0.732\nsamples = 28\nvalue = [0, 1, 1, 11, 6, 7, 1, 1]"] ;
3432 -> 3433 ;
3434 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3433 -> 3434 ;
3435 [label="X[0] <= 17.205\ngini = 0.749\nsamples = 26\nvalue = [0, 1, 1, 9, 6, 7, 1, 1]"] ;
3433 -> 3435 ;
3436 [label="gini = 0.747\nsamples = 17\nvalue = [0, 1, 1, 6, 3, 5, 0, 1]"] ;
3435 -> 3436 ;
3437 [label="X[0] <= 17.215\ngini = 0.716\nsamples = 9\nvalue = [0, 0, 0, 3, 3, 2, 1, 0]"] ;
3435 -> 3437 ;
3438 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3437 -> 3438 ;
3439 [label="gini = 0.735\nsamples = 7\nvalue = [0, 0, 0, 2, 2, 2, 1, 0]"] ;
3437 -> 3439 ;
3440 [label="X[0] <= 17.295\ngini = 0.775\nsamples = 463\nvalue = [34, 40, 39, 143, 147, 42, 12, 6]"] ;
3432 -> 3440 ;
3441 [label="X[0] <= 17.235\ngini = 0.611\nsamples = 12\nvalue = [1, 1, 2, 1, 7, 0, 0, 0]"] ;
3440 -> 3441 ;
3442 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3441 -> 3442 ;
3443 [label="X[0] <= 17.265\ngini = 0.545\nsamples = 11\nvalue = [1, 0, 2, 1, 7, 0, 0, 0]"] ;
3441 -> 3443 ;
3444 [label="X[0] <= 17.245\ngini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
3443 -> 3444 ;
3445 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3444 -> 3445 ;
3446 [label="X[0] <= 17.255\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
3444 -> 3446 ;
3447 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
3446 -> 3447 ;
3448 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3446 -> 3448 ;
3449 [label="X[0] <= 17.285\ngini = 0.64\nsamples = 5\nvalue = [1, 0, 2, 0, 2, 0, 0, 0]"] ;
3443 -> 3449 ;
3450 [label="X[0] <= 17.275\ngini = 0.444\nsamples = 3\nvalue = [1, 0, 2, 0, 0, 0, 0, 0]"] ;
3449 -> 3450 ;
3451 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 1, 0, 0, 0, 0, 0]"] ;
3450 -> 3451 ;
3452 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
3450 -> 3452 ;
3453 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3449 -> 3453 ;
3454 [label="X[0] <= 18.355\ngini = 0.775\nsamples = 451\nvalue = [33, 39, 37, 142, 140, 42, 12, 6]"] ;
3440 -> 3454 ;
3455 [label="X[0] <= 17.965\ngini = 0.779\nsamples = 435\nvalue = [33, 38, 36, 138, 131, 41, 12, 6]"] ;
3454 -> 3455 ;
3456 [label="X[0] <= 17.685\ngini = 0.769\nsamples = 273\nvalue = [22, 18, 22, 83, 91, 26, 6, 5]"] ;
3455 -> 3456 ;
3457 [label="X[0] <= 17.415\ngini = 0.786\nsamples = 155\nvalue = [11, 15, 17, 50, 42, 15, 1, 4]"] ;
3456 -> 3457 ;
3458 [label="X[0] <= 17.395\ngini = 0.704\nsamples = 50\nvalue = [4, 0, 5, 20, 17, 3, 0, 1]"] ;
3457 -> 3458 ;
3459 [label="X[0] <= 17.315\ngini = 0.683\nsamples = 31\nvalue = [3, 0, 2, 11, 13, 1, 0, 1]"] ;
3458 -> 3459 ;
3460 [label="X[0] <= 17.305\ngini = 0.698\nsamples = 13\nvalue = [1, 0, 2, 6, 3, 0, 0, 1]"] ;
3459 -> 3460 ;
3461 [label="gini = 0.667\nsamples = 12\nvalue = [1, 0, 1, 6, 3, 0, 0, 1]"] ;
3460 -> 3461 ;
3462 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
3460 -> 3462 ;
3463 [label="X[0] <= 17.375\ngini = 0.599\nsamples = 18\nvalue = [2, 0, 0, 5, 10, 1, 0, 0]"] ;
3459 -> 3463 ;
3464 [label="X[0] <= 17.355\ngini = 0.596\nsamples = 15\nvalue = [1, 0, 0, 5, 8, 1, 0, 0]"] ;
3463 -> 3464 ;
3465 [label="X[0] <= 17.34\ngini = 0.612\nsamples = 11\nvalue = [1, 0, 0, 3, 6, 1, 0, 0]"] ;
3464 -> 3465 ;
3466 [label="X[0] <= 17.325\ngini = 0.568\nsamples = 9\nvalue = [0, 0, 0, 3, 5, 1, 0, 0]"] ;
3465 -> 3466 ;
3467 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 2, 3, 1, 0, 0]"] ;
3466 -> 3467 ;
3468 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3466 -> 3468 ;
3469 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
3465 -> 3469 ;
3470 [label="X[0] <= 17.365\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3464 -> 3470 ;
3471 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3470 -> 3471 ;
3472 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3470 -> 3472 ;
3473 [label="X[0] <= 17.385\ngini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 0, 2, 0, 0, 0]"] ;
3463 -> 3473 ;
3474 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
3473 -> 3474 ;
3475 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3473 -> 3475 ;
3476 [label="X[0] <= 17.405\ngini = 0.693\nsamples = 19\nvalue = [1, 0, 3, 9, 4, 2, 0, 0]"] ;
3458 -> 3476 ;
3477 [label="gini = 0.71\nsamples = 18\nvalue = [1, 0, 3, 8, 4, 2, 0, 0]"] ;
3476 -> 3477 ;
3478 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3476 -> 3478 ;
3479 [label="X[0] <= 17.585\ngini = 0.81\nsamples = 105\nvalue = [7, 15, 12, 30, 25, 12, 1, 3]"] ;
3457 -> 3479 ;
3480 [label="X[0] <= 17.495\ngini = 0.83\nsamples = 51\nvalue = [4, 12, 6, 12, 7, 7, 1, 2]"] ;
3479 -> 3480 ;
3481 [label="X[0] <= 17.475\ngini = 0.745\nsamples = 14\nvalue = [1, 2, 2, 6, 1, 2, 0, 0]"] ;
3480 -> 3481 ;
3482 [label="X[0] <= 17.46\ngini = 0.76\nsamples = 11\nvalue = [1, 2, 2, 4, 0, 2, 0, 0]"] ;
3481 -> 3482 ;
3483 [label="X[0] <= 17.425\ngini = 0.691\nsamples = 9\nvalue = [0, 2, 2, 4, 0, 1, 0, 0]"] ;
3482 -> 3483 ;
3484 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 1, 2, 0, 0, 0, 0]"] ;
3483 -> 3484 ;
3485 [label="X[0] <= 17.44\ngini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 2, 0, 1, 0, 0]"] ;
3483 -> 3485 ;
3486 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3485 -> 3486 ;
3487 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 1, 2, 0, 0, 0, 0]"] ;
3485 -> 3487 ;
3488 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 1, 0, 0]"] ;
3482 -> 3488 ;
3489 [label="X[0] <= 17.485\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3481 -> 3489 ;
3490 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3489 -> 3490 ;
3491 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3489 -> 3491 ;
3492 [label="X[0] <= 17.555\ngini = 0.834\nsamples = 37\nvalue = [3, 10, 4, 6, 6, 5, 1, 2]"] ;
3480 -> 3492 ;
3493 [label="X[0] <= 17.545\ngini = 0.813\nsamples = 29\nvalue = [3, 9, 3, 4, 5, 4, 1, 0]"] ;
3492 -> 3493 ;
3494 [label="X[0] <= 17.535\ngini = 0.818\nsamples = 27\nvalue = [3, 8, 3, 4, 5, 3, 1, 0]"] ;
3493 -> 3494 ;
3495 [label="X[0] <= 17.52\ngini = 0.826\nsamples = 25\nvalue = [3, 7, 3, 4, 4, 3, 1, 0]"] ;
3494 -> 3495 ;
3496 [label="X[0] <= 17.505\ngini = 0.825\nsamples = 21\nvalue = [3, 6, 3, 3, 3, 2, 1, 0]"] ;
3495 -> 3496 ;
3497 [label="gini = 0.82\nsamples = 20\nvalue = [2, 6, 3, 3, 3, 2, 1, 0]"] ;
3496 -> 3497 ;
3498 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
3496 -> 3498 ;
3499 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 0, 1, 1, 1, 0, 0]"] ;
3495 -> 3499 ;
3500 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3494 -> 3500 ;
3501 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 1, 0, 0]"] ;
3493 -> 3501 ;
3502 [label="X[0] <= 17.575\ngini = 0.812\nsamples = 8\nvalue = [0, 1, 1, 2, 1, 1, 0, 2]"] ;
3492 -> 3502 ;
3503 [label="X[0] <= 17.565\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 1, 0, 0, 2]"] ;
3502 -> 3503 ;
3504 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 0, 1]"] ;
3503 -> 3504 ;
3505 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 0, 1]"] ;
3503 -> 3505 ;
3506 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 2, 0, 1, 0, 0]"] ;
3502 -> 3506 ;
3507 [label="X[0] <= 17.615\ngini = 0.75\nsamples = 54\nvalue = [3, 3, 6, 18, 18, 5, 0, 1]"] ;
3479 -> 3507 ;
3508 [label="X[0] <= 17.605\ngini = 0.711\nsamples = 34\nvalue = [3, 1, 3, 9, 15, 3, 0, 0]"] ;
3507 -> 3508 ;
3509 [label="X[0] <= 17.595\ngini = 0.707\nsamples = 32\nvalue = [3, 1, 3, 9, 14, 2, 0, 0]"] ;
3508 -> 3509 ;
3510 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3509 -> 3510 ;
3511 [label="gini = 0.716\nsamples = 30\nvalue = [3, 1, 3, 8, 13, 2, 0, 0]"] ;
3509 -> 3511 ;
3512 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3508 -> 3512 ;
3513 [label="X[0] <= 17.625\ngini = 0.73\nsamples = 20\nvalue = [0, 2, 3, 9, 3, 2, 0, 1]"] ;
3507 -> 3513 ;
3514 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 0, 2, 0, 0]"] ;
3513 -> 3514 ;
3515 [label="X[0] <= 17.645\ngini = 0.699\nsamples = 17\nvalue = [0, 2, 3, 8, 3, 0, 0, 1]"] ;
3513 -> 3515 ;
3516 [label="X[0] <= 17.635\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 2, 3, 0, 0, 0, 0]"] ;
3515 -> 3516 ;
3517 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
3516 -> 3517 ;
3518 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 2, 0, 0, 0, 0]"] ;
3516 -> 3518 ;
3519 [label="X[0] <= 17.675\ngini = 0.722\nsamples = 12\nvalue = [0, 2, 1, 5, 3, 0, 0, 1]"] ;
3515 -> 3519 ;
3520 [label="X[0] <= 17.665\ngini = 0.7\nsamples = 10\nvalue = [0, 2, 0, 4, 3, 0, 0, 1]"] ;
3519 -> 3520 ;
3521 [label="X[0] <= 17.655\ngini = 0.611\nsamples = 6\nvalue = [0, 1, 0, 3, 2, 0, 0, 0]"] ;
3520 -> 3521 ;
3522 [label="gini = 0.64\nsamples = 5\nvalue = [0, 1, 0, 2, 2, 0, 0, 0]"] ;
3521 -> 3522 ;
3523 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3521 -> 3523 ;
3524 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 0, 1, 1, 0, 0, 1]"] ;
3520 -> 3524 ;
3525 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
3519 -> 3525 ;
3526 [label="X[0] <= 17.825\ngini = 0.728\nsamples = 118\nvalue = [11, 3, 5, 33, 49, 11, 5, 1]"] ;
3456 -> 3526 ;
3527 [label="X[0] <= 17.81\ngini = 0.743\nsamples = 70\nvalue = [9, 1, 3, 13, 30, 9, 4, 1]"] ;
3526 -> 3527 ;
3528 [label="X[0] <= 17.705\ngini = 0.74\nsamples = 67\nvalue = [7, 1, 3, 13, 29, 9, 4, 1]"] ;
3527 -> 3528 ;
3529 [label="X[0] <= 17.695\ngini = 0.778\nsamples = 31\nvalue = [2, 0, 3, 7, 11, 5, 2, 1]"] ;
3528 -> 3529 ;
3530 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3529 -> 3530 ;
3531 [label="gini = 0.782\nsamples = 29\nvalue = [2, 0, 3, 7, 10, 4, 2, 1]"] ;
3529 -> 3531 ;
3532 [label="X[0] <= 17.775\ngini = 0.687\nsamples = 36\nvalue = [5, 1, 0, 6, 18, 4, 2, 0]"] ;
3528 -> 3532 ;
3533 [label="X[0] <= 17.75\ngini = 0.533\nsamples = 17\nvalue = [3, 0, 0, 2, 11, 1, 0, 0]"] ;
3532 -> 3533 ;
3534 [label="X[0] <= 17.715\ngini = 0.602\nsamples = 14\nvalue = [3, 0, 0, 2, 8, 1, 0, 0]"] ;
3533 -> 3534 ;
3535 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 0, 0, 3, 1, 0, 0]"] ;
3534 -> 3535 ;
3536 [label="X[0] <= 17.735\ngini = 0.593\nsamples = 9\nvalue = [2, 0, 0, 2, 5, 0, 0, 0]"] ;
3534 -> 3536 ;
3537 [label="X[0] <= 17.725\ngini = 0.571\nsamples = 7\nvalue = [1, 0, 0, 2, 4, 0, 0, 0]"] ;
3536 -> 3537 ;
3538 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 0, 1, 3, 0, 0, 0]"] ;
3537 -> 3538 ;
3539 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3537 -> 3539 ;
3540 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
3536 -> 3540 ;
3541 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
3533 -> 3541 ;
3542 [label="X[0] <= 17.795\ngini = 0.77\nsamples = 19\nvalue = [2, 1, 0, 4, 7, 3, 2, 0]"] ;
3532 -> 3542 ;
3543 [label="X[0] <= 17.785\ngini = 0.72\nsamples = 5\nvalue = [0, 0, 0, 2, 1, 1, 1, 0]"] ;
3542 -> 3543 ;
3544 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 1, 0, 0]"] ;
3543 -> 3544 ;
3545 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
3543 -> 3545 ;
3546 [label="gini = 0.745\nsamples = 14\nvalue = [2, 1, 0, 2, 6, 2, 1, 0]"] ;
3542 -> 3546 ;
3547 [label="gini = 0.444\nsamples = 3\nvalue = [2, 0, 0, 0, 1, 0, 0, 0]"] ;
3527 -> 3547 ;
3548 [label="X[0] <= 17.855\ngini = 0.662\nsamples = 48\nvalue = [2, 2, 2, 20, 19, 2, 1, 0]"] ;
3526 -> 3548 ;
3549 [label="X[0] <= 17.835\ngini = 0.375\nsamples = 4\nvalue = [0, 1, 0, 3, 0, 0, 0, 0]"] ;
3548 -> 3549 ;
3550 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3549 -> 3550 ;
3551 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 2, 0, 0, 0, 0]"] ;
3549 -> 3551 ;
3552 [label="X[0] <= 17.95\ngini = 0.657\nsamples = 44\nvalue = [2, 1, 2, 17, 19, 2, 1, 0]"] ;
3548 -> 3552 ;
3553 [label="X[0] <= 17.935\ngini = 0.664\nsamples = 42\nvalue = [2, 1, 2, 17, 17, 2, 1, 0]"] ;
3552 -> 3553 ;
3554 [label="X[0] <= 17.915\ngini = 0.677\nsamples = 38\nvalue = [2, 1, 2, 14, 16, 2, 1, 0]"] ;
3553 -> 3554 ;
3555 [label="X[0] <= 17.89\ngini = 0.671\nsamples = 35\nvalue = [2, 1, 2, 14, 14, 1, 1, 0]"] ;
3554 -> 3555 ;
3556 [label="X[0] <= 17.875\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 3, 4, 0, 0, 0]"] ;
3555 -> 3556 ;
3557 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3556 -> 3557 ;
3558 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3556 -> 3558 ;
3559 [label="X[0] <= 17.905\ngini = 0.704\nsamples = 28\nvalue = [2, 1, 2, 11, 10, 1, 1, 0]"] ;
3555 -> 3559 ;
3560 [label="gini = 0.729\nsamples = 24\nvalue = [2, 1, 2, 9, 8, 1, 1, 0]"] ;
3559 -> 3560 ;
3561 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3559 -> 3561 ;
3562 [label="X[0] <= 17.925\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
3554 -> 3562 ;
3563 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3562 -> 3563 ;
3564 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3562 -> 3564 ;
3565 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 1, 0, 0, 0]"] ;
3553 -> 3565 ;
3566 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3552 -> 3566 ;
3567 [label="X[0] <= 17.995\ngini = 0.786\nsamples = 162\nvalue = [11, 20, 14, 55, 40, 15, 6, 1]"] ;
3455 -> 3567 ;
3568 [label="X[0] <= 17.985\ngini = 0.688\nsamples = 8\nvalue = [1, 3, 1, 3, 0, 0, 0, 0]"] ;
3567 -> 3568 ;
3569 [label="X[0] <= 17.975\ngini = 0.611\nsamples = 6\nvalue = [0, 2, 1, 3, 0, 0, 0, 0]"] ;
3568 -> 3569 ;
3570 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 2, 0, 0, 0, 0]"] ;
3569 -> 3570 ;
3571 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 1, 0, 0, 0, 0]"] ;
3569 -> 3571 ;
3572 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1, 0, 0, 0, 0, 0, 0]"] ;
3568 -> 3572 ;
3573 [label="X[0] <= 18.345\ngini = 0.784\nsamples = 154\nvalue = [10, 17, 13, 52, 40, 15, 6, 1]"] ;
3567 -> 3573 ;
3574 [label="X[0] <= 18.035\ngini = 0.781\nsamples = 152\nvalue = [10, 16, 12, 52, 40, 15, 6, 1]"] ;
3573 -> 3574 ;
3575 [label="X[0] <= 18.015\ngini = 0.703\nsamples = 33\nvalue = [3, 3, 0, 15, 8, 4, 0, 0]"] ;
3574 -> 3575 ;
3576 [label="X[0] <= 18.005\ngini = 0.689\nsamples = 27\nvalue = [3, 1, 0, 12, 8, 3, 0, 0]"] ;
3575 -> 3576 ;
3577 [label="gini = 0.686\nsamples = 26\nvalue = [3, 1, 0, 12, 7, 3, 0, 0]"] ;
3576 -> 3577 ;
3578 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3576 -> 3578 ;
3579 [label="X[0] <= 18.025\ngini = 0.611\nsamples = 6\nvalue = [0, 2, 0, 3, 0, 1, 0, 0]"] ;
3575 -> 3579 ;
3580 [label="gini = 0.5\nsamples = 4\nvalue = [0, 2, 0, 2, 0, 0, 0, 0]"] ;
3579 -> 3580 ;
3581 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3579 -> 3581 ;
3582 [label="X[0] <= 18.115\ngini = 0.794\nsamples = 119\nvalue = [7, 13, 12, 37, 32, 11, 6, 1]"] ;
3574 -> 3582 ;
3583 [label="X[0] <= 18.085\ngini = 0.809\nsamples = 47\nvalue = [5, 8, 5, 11, 13, 4, 1, 0]"] ;
3582 -> 3583 ;
3584 [label="X[0] <= 18.065\ngini = 0.755\nsamples = 14\nvalue = [0, 3, 0, 3, 5, 2, 1, 0]"] ;
3583 -> 3584 ;
3585 [label="X[0] <= 18.05\ngini = 0.719\nsamples = 8\nvalue = [0, 3, 0, 2, 2, 1, 0, 0]"] ;
3584 -> 3585 ;
3586 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3585 -> 3586 ;
3587 [label="gini = 0.56\nsamples = 5\nvalue = [0, 3, 0, 1, 0, 1, 0, 0]"] ;
3585 -> 3587 ;
3588 [label="X[0] <= 18.075\ngini = 0.667\nsamples = 6\nvalue = [0, 0, 0, 1, 3, 1, 1, 0]"] ;
3584 -> 3588 ;
3589 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3588 -> 3589 ;
3590 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 0, 1, 0]"] ;
3588 -> 3590 ;
3591 [label="X[0] <= 18.095\ngini = 0.81\nsamples = 33\nvalue = [5, 5, 5, 8, 8, 2, 0, 0]"] ;
3583 -> 3591 ;
3592 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 2, 0, 1, 0, 0, 0]"] ;
3591 -> 3592 ;
3593 [label="X[0] <= 18.105\ngini = 0.804\nsamples = 30\nvalue = [5, 5, 3, 8, 7, 2, 0, 0]"] ;
3591 -> 3593 ;
3594 [label="gini = 0.804\nsamples = 27\nvalue = [4, 4, 3, 7, 7, 2, 0, 0]"] ;
3593 -> 3594 ;
3595 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 0, 1, 0, 0, 0, 0]"] ;
3593 -> 3595 ;
3596 [label="X[0] <= 18.145\ngini = 0.77\nsamples = 72\nvalue = [2, 5, 7, 26, 19, 7, 5, 1]"] ;
3582 -> 3596 ;
3597 [label="X[0] <= 18.125\ngini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 4, 0, 0, 1, 0]"] ;
3596 -> 3597 ;
3598 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3597 -> 3598 ;
3599 [label="X[0] <= 18.135\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 0, 0, 1, 0]"] ;
3597 -> 3599 ;
3600 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
3599 -> 3600 ;
3601 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 0, 1, 0]"] ;
3599 -> 3601 ;
3602 [label="X[0] <= 18.295\ngini = 0.774\nsamples = 66\nvalue = [1, 5, 7, 22, 19, 7, 4, 1]"] ;
3596 -> 3602 ;
3603 [label="X[0] <= 18.155\ngini = 0.734\nsamples = 34\nvalue = [0, 0, 5, 13, 10, 2, 3, 1]"] ;
3602 -> 3603 ;
3604 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 0, 1, 1, 0, 0]"] ;
3603 -> 3604 ;
3605 [label="X[0] <= 18.175\ngini = 0.712\nsamples = 31\nvalue = [0, 0, 4, 13, 9, 1, 3, 1]"] ;
3603 -> 3605 ;
3606 [label="X[0] <= 18.165\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3605 -> 3606 ;
3607 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3606 -> 3607 ;
3608 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3606 -> 3608 ;
3609 [label="X[0] <= 18.185\ngini = 0.719\nsamples = 28\nvalue = [0, 0, 4, 12, 7, 1, 3, 1]"] ;
3605 -> 3609 ;
3610 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3609 -> 3610 ;
3611 [label="X[0] <= 18.195\ngini = 0.74\nsamples = 26\nvalue = [0, 0, 4, 10, 7, 1, 3, 1]"] ;
3609 -> 3611 ;
3612 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 0, 1, 0]"] ;
3611 -> 3612 ;
3613 [label="X[0] <= 18.265\ngini = 0.726\nsamples = 23\nvalue = [0, 0, 3, 9, 7, 1, 2, 1]"] ;
3611 -> 3613 ;
3614 [label="X[0] <= 18.255\ngini = 0.75\nsamples = 20\nvalue = [0, 0, 3, 7, 6, 1, 2, 1]"] ;
3613 -> 3614 ;
3615 [label="X[0] <= 18.245\ngini = 0.71\nsamples = 18\nvalue = [0, 0, 2, 7, 6, 1, 2, 0]"] ;
3614 -> 3615 ;
3616 [label="X[0] <= 18.23\ngini = 0.713\nsamples = 17\nvalue = [0, 0, 2, 7, 5, 1, 2, 0]"] ;
3615 -> 3616 ;
3617 [label="X[0] <= 18.205\ngini = 0.727\nsamples = 16\nvalue = [0, 0, 2, 6, 5, 1, 2, 0]"] ;
3616 -> 3617 ;
3618 [label="gini = 0.736\nsamples = 12\nvalue = [0, 0, 2, 4, 4, 1, 1, 0]"] ;
3617 -> 3618 ;
3619 [label="X[0] <= 18.215\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 2, 1, 0, 1, 0]"] ;
3617 -> 3619 ;
3620 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3619 -> 3620 ;
3621 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 0, 1, 0]"] ;
3619 -> 3621 ;
3622 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3616 -> 3622 ;
3623 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3615 -> 3623 ;
3624 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 0, 0, 1]"] ;
3614 -> 3624 ;
3625 [label="X[0] <= 18.28\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3613 -> 3625 ;
3626 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3625 -> 3626 ;
3627 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3625 -> 3627 ;
3628 [label="X[0] <= 18.335\ngini = 0.787\nsamples = 32\nvalue = [1, 5, 2, 9, 9, 5, 1, 0]"] ;
3602 -> 3628 ;
3629 [label="X[0] <= 18.325\ngini = 0.799\nsamples = 29\nvalue = [1, 5, 2, 7, 8, 5, 1, 0]"] ;
3628 -> 3629 ;
3630 [label="X[0] <= 18.305\ngini = 0.796\nsamples = 28\nvalue = [1, 5, 2, 7, 8, 4, 1, 0]"] ;
3629 -> 3630 ;
3631 [label="gini = 0.787\nsamples = 26\nvalue = [1, 5, 2, 7, 7, 4, 0, 0]"] ;
3630 -> 3631 ;
3632 [label="X[0] <= 18.315\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
3630 -> 3632 ;
3633 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
3632 -> 3633 ;
3634 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3632 -> 3634 ;
3635 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3629 -> 3635 ;
3636 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3628 -> 3636 ;
3637 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 1, 0, 0, 0, 0, 0]"] ;
3573 -> 3637 ;
3638 [label="X[0] <= 18.375\ngini = 0.609\nsamples = 16\nvalue = [0, 1, 1, 4, 9, 1, 0, 0]"] ;
3454 -> 3638 ;
3639 [label="X[0] <= 18.365\ngini = 0.656\nsamples = 8\nvalue = [0, 1, 0, 2, 4, 1, 0, 0]"] ;
3638 -> 3639 ;
3640 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3639 -> 3640 ;
3641 [label="gini = 0.667\nsamples = 6\nvalue = [0, 1, 0, 1, 3, 1, 0, 0]"] ;
3639 -> 3641 ;
3642 [label="X[0] <= 18.385\ngini = 0.531\nsamples = 8\nvalue = [0, 0, 1, 2, 5, 0, 0, 0]"] ;
3638 -> 3642 ;
3643 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 1, 3, 0, 0, 0]"] ;
3642 -> 3643 ;
3644 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
3642 -> 3644 ;
3645 [label="X[0] <= 19.145\ngini = 0.738\nsamples = 802\nvalue = [54, 63, 83, 336, 197, 54, 13, 2]"] ;
3431 -> 3645 ;
3646 [label="X[0] <= 19.035\ngini = 0.751\nsamples = 318\nvalue = [16, 35, 33, 123, 84, 20, 5, 2]"] ;
3645 -> 3646 ;
3647 [label="X[0] <= 18.465\ngini = 0.742\nsamples = 264\nvalue = [11, 31, 30, 109, 62, 16, 3, 2]"] ;
3646 -> 3647 ;
3648 [label="X[0] <= 18.425\ngini = 0.725\nsamples = 34\nvalue = [1, 5, 7, 15, 4, 1, 1, 0]"] ;
3647 -> 3648 ;
3649 [label="X[0] <= 18.415\ngini = 0.718\nsamples = 29\nvalue = [0, 5, 5, 13, 4, 1, 1, 0]"] ;
3648 -> 3649 ;
3650 [label="X[0] <= 18.405\ngini = 0.707\nsamples = 28\nvalue = [0, 5, 5, 13, 3, 1, 1, 0]"] ;
3649 -> 3650 ;
3651 [label="gini = 0.697\nsamples = 27\nvalue = [0, 4, 5, 13, 3, 1, 1, 0]"] ;
3650 -> 3651 ;
3652 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3650 -> 3652 ;
3653 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3649 -> 3653 ;
3654 [label="X[0] <= 18.445\ngini = 0.64\nsamples = 5\nvalue = [1, 0, 2, 2, 0, 0, 0, 0]"] ;
3648 -> 3654 ;
3655 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 2, 1, 0, 0, 0, 0]"] ;
3654 -> 3655 ;
3656 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3654 -> 3656 ;
3657 [label="X[0] <= 18.495\ngini = 0.74\nsamples = 230\nvalue = [10, 26, 23, 94, 58, 15, 2, 2]"] ;
3647 -> 3657 ;
3658 [label="X[0] <= 18.475\ngini = 0.56\nsamples = 5\nvalue = [0, 1, 1, 0, 3, 0, 0, 0]"] ;
3657 -> 3658 ;
3659 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3658 -> 3659 ;
3660 [label="X[0] <= 18.485\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 1, 0, 0, 0]"] ;
3658 -> 3660 ;
3661 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
3660 -> 3661 ;
3662 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3660 -> 3662 ;
3663 [label="X[0] <= 18.915\ngini = 0.737\nsamples = 225\nvalue = [10, 25, 22, 94, 55, 15, 2, 2]"] ;
3657 -> 3663 ;
3664 [label="X[0] <= 18.875\ngini = 0.733\nsamples = 176\nvalue = [8, 20, 14, 72, 48, 10, 2, 2]"] ;
3663 -> 3664 ;
3665 [label="X[0] <= 18.855\ngini = 0.737\nsamples = 148\nvalue = [6, 19, 11, 62, 36, 10, 2, 2]"] ;
3664 -> 3665 ;
3666 [label="X[0] <= 18.565\ngini = 0.73\nsamples = 142\nvalue = [6, 16, 10, 61, 35, 10, 2, 2]"] ;
3665 -> 3666 ;
3667 [label="X[0] <= 18.505\ngini = 0.676\nsamples = 32\nvalue = [3, 1, 4, 15, 9, 0, 0, 0]"] ;
3666 -> 3667 ;
3668 [label="gini = 0.628\nsamples = 24\nvalue = [2, 1, 2, 13, 6, 0, 0, 0]"] ;
3667 -> 3668 ;
3669 [label="X[0] <= 18.515\ngini = 0.719\nsamples = 8\nvalue = [1, 0, 2, 2, 3, 0, 0, 0]"] ;
3667 -> 3669 ;
3670 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
3669 -> 3670 ;
3671 [label="X[0] <= 18.525\ngini = 0.722\nsamples = 6\nvalue = [1, 0, 1, 2, 2, 0, 0, 0]"] ;
3669 -> 3671 ;
3672 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3671 -> 3672 ;
3673 [label="X[0] <= 18.54\ngini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 1, 2, 0, 0, 0]"] ;
3671 -> 3673 ;
3674 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3673 -> 3674 ;
3675 [label="X[0] <= 18.555\ngini = 0.75\nsamples = 4\nvalue = [1, 0, 1, 1, 1, 0, 0, 0]"] ;
3673 -> 3675 ;
3676 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 1, 0, 0, 0, 0, 0]"] ;
3675 -> 3676 ;
3677 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3675 -> 3677 ;
3678 [label="X[0] <= 18.845\ngini = 0.738\nsamples = 110\nvalue = [3, 15, 6, 46, 26, 10, 2, 2]"] ;
3666 -> 3678 ;
3679 [label="X[0] <= 18.725\ngini = 0.744\nsamples = 108\nvalue = [3, 15, 6, 44, 26, 10, 2, 2]"] ;
3678 -> 3679 ;
3680 [label="X[0] <= 18.705\ngini = 0.709\nsamples = 71\nvalue = [2, 11, 2, 32, 17, 5, 1, 1]"] ;
3679 -> 3680 ;
3681 [label="X[0] <= 18.59\ngini = 0.737\nsamples = 61\nvalue = [2, 11, 2, 25, 14, 5, 1, 1]"] ;
3680 -> 3681 ;
3682 [label="X[0] <= 18.575\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 1, 0, 0]"] ;
3681 -> 3682 ;
3683 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3682 -> 3683 ;
3684 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3682 -> 3684 ;
3685 [label="X[0] <= 18.625\ngini = 0.741\nsamples = 58\nvalue = [2, 11, 2, 23, 14, 4, 1, 1]"] ;
3681 -> 3685 ;
3686 [label="X[0] <= 18.615\ngini = 0.719\nsamples = 24\nvalue = [1, 3, 1, 11, 5, 2, 0, 1]"] ;
3685 -> 3686 ;
3687 [label="X[0] <= 18.605\ngini = 0.762\nsamples = 21\nvalue = [1, 3, 1, 8, 5, 2, 0, 1]"] ;
3686 -> 3687 ;
3688 [label="gini = 0.765\nsamples = 19\nvalue = [1, 2, 1, 7, 5, 2, 0, 1]"] ;
3687 -> 3688 ;
3689 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
3687 -> 3689 ;
3690 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 3, 0, 0, 0, 0]"] ;
3686 -> 3690 ;
3691 [label="X[0] <= 18.645\ngini = 0.744\nsamples = 34\nvalue = [1, 8, 1, 12, 9, 2, 1, 0]"] ;
3685 -> 3691 ;
3692 [label="X[0] <= 18.635\ngini = 0.64\nsamples = 5\nvalue = [0, 2, 0, 1, 2, 0, 0, 0]"] ;
3691 -> 3692 ;
3693 [label="gini = 0.625\nsamples = 4\nvalue = [0, 2, 0, 1, 1, 0, 0, 0]"] ;
3692 -> 3693 ;
3694 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3692 -> 3694 ;
3695 [label="X[0] <= 18.655\ngini = 0.747\nsamples = 29\nvalue = [1, 6, 1, 11, 7, 2, 1, 0]"] ;
3691 -> 3695 ;
3696 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 2, 0, 0, 0, 0]"] ;
3695 -> 3696 ;
3697 [label="X[0] <= 18.665\ngini = 0.746\nsamples = 26\nvalue = [0, 6, 1, 9, 7, 2, 1, 0]"] ;
3695 -> 3697 ;
3698 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3697 -> 3698 ;
3699 [label="X[0] <= 18.675\ngini = 0.753\nsamples = 24\nvalue = [0, 6, 1, 8, 6, 2, 1, 0]"] ;
3697 -> 3699 ;
3700 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
3699 -> 3700 ;
3701 [label="X[0] <= 18.685\ngini = 0.76\nsamples = 22\nvalue = [0, 5, 1, 7, 6, 2, 1, 0]"] ;
3699 -> 3701 ;
3702 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 1, 2, 0, 0, 0]"] ;
3701 -> 3702 ;
3703 [label="X[0] <= 18.695\ngini = 0.772\nsamples = 18\nvalue = [0, 4, 1, 6, 4, 2, 1, 0]"] ;
3701 -> 3703 ;
3704 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3703 -> 3704 ;
3705 [label="gini = 0.754\nsamples = 17\nvalue = [0, 4, 1, 6, 4, 1, 1, 0]"] ;
3703 -> 3705 ;
3706 [label="X[0] <= 18.715\ngini = 0.42\nsamples = 10\nvalue = [0, 0, 0, 7, 3, 0, 0, 0]"] ;
3680 -> 3706 ;
3707 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3706 -> 3707 ;
3708 [label="gini = 0.408\nsamples = 7\nvalue = [0, 0, 0, 5, 2, 0, 0, 0]"] ;
3706 -> 3708 ;
3709 [label="X[0] <= 18.785\ngini = 0.792\nsamples = 37\nvalue = [1, 4, 4, 12, 9, 5, 1, 1]"] ;
3679 -> 3709 ;
3710 [label="X[0] <= 18.755\ngini = 0.741\nsamples = 9\nvalue = [1, 1, 1, 0, 4, 1, 1, 0]"] ;
3709 -> 3710 ;
3711 [label="X[0] <= 18.735\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 0, 0, 1, 0]"] ;
3710 -> 3711 ;
3712 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
3711 -> 3712 ;
3713 [label="X[0] <= 18.745\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 0, 1, 0]"] ;
3711 -> 3713 ;
3714 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
3713 -> 3714 ;
3715 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3713 -> 3715 ;
3716 [label="X[0] <= 18.765\ngini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 1, 0, 0]"] ;
3710 -> 3716 ;
3717 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3716 -> 3717 ;
3718 [label="X[0] <= 18.775\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 1, 0, 0]"] ;
3716 -> 3718 ;
3719 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
3718 -> 3719 ;
3720 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3718 -> 3720 ;
3721 [label="X[0] <= 18.805\ngini = 0.74\nsamples = 28\nvalue = [0, 3, 3, 12, 5, 4, 0, 1]"] ;
3709 -> 3721 ;
3722 [label="X[0] <= 18.795\ngini = 0.766\nsamples = 21\nvalue = [0, 2, 3, 8, 3, 4, 0, 1]"] ;
3721 -> 3722 ;
3723 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3722 -> 3723 ;
3724 [label="gini = 0.78\nsamples = 20\nvalue = [0, 2, 3, 7, 3, 4, 0, 1]"] ;
3722 -> 3724 ;
3725 [label="X[0] <= 18.815\ngini = 0.571\nsamples = 7\nvalue = [0, 1, 0, 4, 2, 0, 0, 0]"] ;
3721 -> 3725 ;
3726 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3725 -> 3726 ;
3727 [label="X[0] <= 18.825\ngini = 0.64\nsamples = 5\nvalue = [0, 1, 0, 2, 2, 0, 0, 0]"] ;
3725 -> 3727 ;
3728 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3727 -> 3728 ;
3729 [label="X[0] <= 18.835\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 1, 0, 0, 0]"] ;
3727 -> 3729 ;
3730 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
3729 -> 3730 ;
3731 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3729 -> 3731 ;
3732 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3678 -> 3732 ;
3733 [label="X[0] <= 18.865\ngini = 0.667\nsamples = 6\nvalue = [0, 3, 1, 1, 1, 0, 0, 0]"] ;
3665 -> 3733 ;
3734 [label="gini = 0.444\nsamples = 3\nvalue = [0, 2, 1, 0, 0, 0, 0, 0]"] ;
3733 -> 3734 ;
3735 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 1, 0, 0, 0]"] ;
3733 -> 3735 ;
3736 [label="X[0] <= 18.895\ngini = 0.671\nsamples = 28\nvalue = [2, 1, 3, 10, 12, 0, 0, 0]"] ;
3664 -> 3736 ;
3737 [label="X[0] <= 18.885\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 1, 3, 0, 0, 0]"] ;
3736 -> 3737 ;
3738 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3737 -> 3738 ;
3739 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
3737 -> 3739 ;
3740 [label="X[0] <= 18.905\ngini = 0.677\nsamples = 23\nvalue = [2, 1, 2, 9, 9, 0, 0, 0]"] ;
3736 -> 3740 ;
3741 [label="gini = 0.665\nsamples = 20\nvalue = [1, 1, 2, 8, 8, 0, 0, 0]"] ;
3740 -> 3741 ;
3742 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
3740 -> 3742 ;
3743 [label="X[0] <= 18.96\ngini = 0.729\nsamples = 49\nvalue = [2, 5, 8, 22, 7, 5, 0, 0]"] ;
3663 -> 3743 ;
3744 [label="X[0] <= 18.935\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 0, 2, 0, 0]"] ;
3743 -> 3744 ;
3745 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 1, 0, 0]"] ;
3744 -> 3745 ;
3746 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3744 -> 3746 ;
3747 [label="X[0] <= 18.995\ngini = 0.707\nsamples = 46\nvalue = [2, 5, 7, 22, 7, 3, 0, 0]"] ;
3743 -> 3747 ;
3748 [label="gini = 0.0\nsamples = 8\nvalue = [0, 0, 0, 8, 0, 0, 0, 0]"] ;
3747 -> 3748 ;
3749 [label="X[0] <= 19.025\ngini = 0.77\nsamples = 38\nvalue = [2, 5, 7, 14, 7, 3, 0, 0]"] ;
3747 -> 3749 ;
3750 [label="X[0] <= 19.015\ngini = 0.782\nsamples = 34\nvalue = [2, 5, 7, 11, 7, 2, 0, 0]"] ;
3749 -> 3750 ;
3751 [label="X[0] <= 19.005\ngini = 0.762\nsamples = 30\nvalue = [2, 4, 6, 11, 6, 1, 0, 0]"] ;
3750 -> 3751 ;
3752 [label="gini = 0.765\nsamples = 27\nvalue = [2, 4, 5, 10, 5, 1, 0, 0]"] ;
3751 -> 3752 ;
3753 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
3751 -> 3753 ;
3754 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 1, 0, 1, 1, 0, 0]"] ;
3750 -> 3754 ;
3755 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 0, 1, 0, 0]"] ;
3749 -> 3755 ;
3756 [label="X[0] <= 19.065\ngini = 0.743\nsamples = 54\nvalue = [5, 4, 3, 14, 22, 4, 2, 0]"] ;
3646 -> 3756 ;
3757 [label="X[0] <= 19.045\ngini = 0.62\nsamples = 10\nvalue = [0, 0, 3, 0, 5, 2, 0, 0]"] ;
3756 -> 3757 ;
3758 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 0, 4, 1, 0, 0]"] ;
3757 -> 3758 ;
3759 [label="X[0] <= 19.055\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 3, 0, 1, 1, 0, 0]"] ;
3757 -> 3759 ;
3760 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 2, 0, 1, 0, 0, 0]"] ;
3759 -> 3760 ;
3761 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 1, 0, 0]"] ;
3759 -> 3761 ;
3762 [label="X[0] <= 19.135\ngini = 0.724\nsamples = 44\nvalue = [5, 4, 0, 14, 17, 2, 2, 0]"] ;
3756 -> 3762 ;
3763 [label="X[0] <= 19.075\ngini = 0.734\nsamples = 42\nvalue = [5, 4, 0, 14, 15, 2, 2, 0]"] ;
3762 -> 3763 ;
3764 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3763 -> 3764 ;
3765 [label="X[0] <= 19.095\ngini = 0.729\nsamples = 40\nvalue = [5, 3, 0, 14, 14, 2, 2, 0]"] ;
3763 -> 3765 ;
3766 [label="X[0] <= 19.085\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 1, 0, 0, 0]"] ;
3765 -> 3766 ;
3767 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3766 -> 3767 ;
3768 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3766 -> 3768 ;
3769 [label="X[0] <= 19.125\ngini = 0.744\nsamples = 36\nvalue = [5, 3, 0, 11, 13, 2, 2, 0]"] ;
3765 -> 3769 ;
3770 [label="X[0] <= 19.115\ngini = 0.751\nsamples = 30\nvalue = [5, 3, 0, 8, 11, 1, 2, 0]"] ;
3769 -> 3770 ;
3771 [label="X[0] <= 19.105\ngini = 0.73\nsamples = 28\nvalue = [4, 3, 0, 8, 11, 1, 1, 0]"] ;
3770 -> 3771 ;
3772 [label="gini = 0.725\nsamples = 26\nvalue = [4, 2, 0, 8, 10, 1, 1, 0]"] ;
3771 -> 3772 ;
3773 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3771 -> 3773 ;
3774 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 0, 1, 0]"] ;
3770 -> 3774 ;
3775 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 3, 2, 1, 0, 0]"] ;
3769 -> 3775 ;
3776 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3762 -> 3776 ;
3777 [label="X[0] <= 19.495\ngini = 0.726\nsamples = 484\nvalue = [38, 28, 50, 213, 113, 34, 8, 0]"] ;
3645 -> 3777 ;
3778 [label="X[0] <= 19.305\ngini = 0.654\nsamples = 173\nvalue = [16, 8, 12, 93, 34, 9, 1, 0]"] ;
3777 -> 3778 ;
3779 [label="X[0] <= 19.285\ngini = 0.696\nsamples = 90\nvalue = [8, 6, 6, 43, 21, 6, 0, 0]"] ;
3778 -> 3779 ;
3780 [label="X[0] <= 19.165\ngini = 0.659\nsamples = 63\nvalue = [7, 4, 3, 34, 10, 5, 0, 0]"] ;
3779 -> 3780 ;
3781 [label="X[0] <= 19.155\ngini = 0.375\nsamples = 4\nvalue = [0, 1, 0, 3, 0, 0, 0, 0]"] ;
3780 -> 3781 ;
3782 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 2, 0, 0, 0, 0]"] ;
3781 -> 3782 ;
3783 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3781 -> 3783 ;
3784 [label="X[0] <= 19.195\ngini = 0.669\nsamples = 59\nvalue = [7, 3, 3, 31, 10, 5, 0, 0]"] ;
3780 -> 3784 ;
3785 [label="X[0] <= 19.185\ngini = 0.653\nsamples = 7\nvalue = [2, 0, 0, 3, 2, 0, 0, 0]"] ;
3784 -> 3785 ;
3786 [label="X[0] <= 19.175\ngini = 0.611\nsamples = 6\nvalue = [2, 0, 0, 3, 1, 0, 0, 0]"] ;
3785 -> 3786 ;
3787 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 1, 0, 0, 0, 0]"] ;
3786 -> 3787 ;
3788 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
3786 -> 3788 ;
3789 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
3785 -> 3789 ;
3790 [label="X[0] <= 19.225\ngini = 0.661\nsamples = 52\nvalue = [5, 3, 3, 28, 8, 5, 0, 0]"] ;
3784 -> 3790 ;
3791 [label="X[0] <= 19.215\ngini = 0.605\nsamples = 32\nvalue = [1, 2, 2, 19, 5, 3, 0, 0]"] ;
3790 -> 3791 ;
3792 [label="X[0] <= 19.205\ngini = 0.611\nsamples = 29\nvalue = [1, 2, 2, 17, 5, 2, 0, 0]"] ;
3791 -> 3792 ;
3793 [label="gini = 0.639\nsamples = 23\nvalue = [1, 2, 2, 13, 3, 2, 0, 0]"] ;
3792 -> 3793 ;
3794 [label="gini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 4, 2, 0, 0, 0]"] ;
3792 -> 3794 ;
3795 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 1, 0, 0]"] ;
3791 -> 3795 ;
3796 [label="X[0] <= 19.235\ngini = 0.72\nsamples = 20\nvalue = [4, 1, 1, 9, 3, 2, 0, 0]"] ;
3790 -> 3796 ;
3797 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 1, 0, 0, 0, 0, 0]"] ;
3796 -> 3797 ;
3798 [label="X[0] <= 19.265\ngini = 0.644\nsamples = 17\nvalue = [3, 0, 0, 9, 3, 2, 0, 0]"] ;
3796 -> 3798 ;
3799 [label="X[0] <= 19.255\ngini = 0.719\nsamples = 8\nvalue = [2, 0, 0, 3, 1, 2, 0, 0]"] ;
3798 -> 3799 ;
3800 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3799 -> 3800 ;
3801 [label="gini = 0.722\nsamples = 6\nvalue = [2, 0, 0, 1, 1, 2, 0, 0]"] ;
3799 -> 3801 ;
3802 [label="X[0] <= 19.275\ngini = 0.494\nsamples = 9\nvalue = [1, 0, 0, 6, 2, 0, 0, 0]"] ;
3798 -> 3802 ;
3803 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 1, 0, 0, 0]"] ;
3802 -> 3803 ;
3804 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 0, 3, 1, 0, 0, 0]"] ;
3802 -> 3804 ;
3805 [label="X[0] <= 19.295\ngini = 0.702\nsamples = 27\nvalue = [1, 2, 3, 9, 11, 1, 0, 0]"] ;
3779 -> 3805 ;
3806 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
3805 -> 3806 ;
3807 [label="gini = 0.67\nsamples = 24\nvalue = [0, 2, 2, 9, 10, 1, 0, 0]"] ;
3805 -> 3807 ;
3808 [label="X[0] <= 19.415\ngini = 0.596\nsamples = 83\nvalue = [8, 2, 6, 50, 13, 3, 1, 0]"] ;
3778 -> 3808 ;
3809 [label="X[0] <= 19.405\ngini = 0.608\nsamples = 62\nvalue = [8, 2, 5, 37, 6, 3, 1, 0]"] ;
3808 -> 3809 ;
3810 [label="X[0] <= 19.325\ngini = 0.596\nsamples = 58\nvalue = [8, 1, 5, 35, 6, 3, 0, 0]"] ;
3809 -> 3810 ;
3811 [label="X[0] <= 19.315\ngini = 0.375\nsamples = 8\nvalue = [2, 0, 0, 6, 0, 0, 0, 0]"] ;
3810 -> 3811 ;
3812 [label="gini = 0.32\nsamples = 5\nvalue = [1, 0, 0, 4, 0, 0, 0, 0]"] ;
3811 -> 3812 ;
3813 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 2, 0, 0, 0, 0]"] ;
3811 -> 3813 ;
3814 [label="X[0] <= 19.335\ngini = 0.621\nsamples = 50\nvalue = [6, 1, 5, 29, 6, 3, 0, 0]"] ;
3810 -> 3814 ;
3815 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 1, 0, 0, 0, 0]"] ;
3814 -> 3815 ;
3816 [label="X[0] <= 19.375\ngini = 0.606\nsamples = 47\nvalue = [5, 1, 4, 28, 6, 3, 0, 0]"] ;
3814 -> 3816 ;
3817 [label="X[0] <= 19.355\ngini = 0.48\nsamples = 15\nvalue = [0, 0, 1, 10, 4, 0, 0, 0]"] ;
3816 -> 3817 ;
3818 [label="X[0] <= 19.345\ngini = 0.406\nsamples = 8\nvalue = [0, 0, 1, 6, 1, 0, 0, 0]"] ;
3817 -> 3818 ;
3819 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3818 -> 3819 ;
3820 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 1, 4, 0, 0, 0, 0]"] ;
3818 -> 3820 ;
3821 [label="X[0] <= 19.365\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 4, 3, 0, 0, 0]"] ;
3817 -> 3821 ;
3822 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3821 -> 3822 ;
3823 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3821 -> 3823 ;
3824 [label="X[0] <= 19.385\ngini = 0.637\nsamples = 32\nvalue = [5, 1, 3, 18, 2, 3, 0, 0]"] ;
3816 -> 3824 ;
3825 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
3824 -> 3825 ;
3826 [label="X[0] <= 19.395\ngini = 0.622\nsamples = 31\nvalue = [4, 1, 3, 18, 2, 3, 0, 0]"] ;
3824 -> 3826 ;
3827 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3826 -> 3827 ;
3828 [label="gini = 0.616\nsamples = 29\nvalue = [4, 1, 3, 17, 2, 2, 0, 0]"] ;
3826 -> 3828 ;
3829 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 0, 0, 1, 0]"] ;
3809 -> 3829 ;
3830 [label="X[0] <= 19.435\ngini = 0.503\nsamples = 21\nvalue = [0, 0, 1, 13, 7, 0, 0, 0]"] ;
3808 -> 3830 ;
3831 [label="X[0] <= 19.425\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 3, 3, 0, 0, 0]"] ;
3830 -> 3831 ;
3832 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3831 -> 3832 ;
3833 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3831 -> 3833 ;
3834 [label="X[0] <= 19.445\ngini = 0.48\nsamples = 15\nvalue = [0, 0, 1, 10, 4, 0, 0, 0]"] ;
3830 -> 3834 ;
3835 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
3834 -> 3835 ;
3836 [label="X[0] <= 19.475\ngini = 0.426\nsamples = 13\nvalue = [0, 0, 0, 9, 4, 0, 0, 0]"] ;
3834 -> 3836 ;
3837 [label="X[0] <= 19.455\ngini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 5, 1, 0, 0, 0]"] ;
3836 -> 3837 ;
3838 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3837 -> 3838 ;
3839 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 3, 0, 0, 0, 0]"] ;
3837 -> 3839 ;
3840 [label="X[0] <= 19.485\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 4, 3, 0, 0, 0]"] ;
3836 -> 3840 ;
3841 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3840 -> 3841 ;
3842 [label="gini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 3, 2, 0, 0, 0]"] ;
3840 -> 3842 ;
3843 [label="X[0] <= 19.575\ngini = 0.756\nsamples = 311\nvalue = [22, 20, 38, 120, 79, 25, 7, 0]"] ;
3777 -> 3843 ;
3844 [label="X[0] <= 19.54\ngini = 0.751\nsamples = 61\nvalue = [4, 2, 9, 18, 22, 3, 3, 0]"] ;
3843 -> 3844 ;
3845 [label="X[0] <= 19.515\ngini = 0.773\nsamples = 43\nvalue = [2, 2, 9, 14, 11, 3, 2, 0]"] ;
3844 -> 3845 ;
3846 [label="X[0] <= 19.505\ngini = 0.762\nsamples = 36\nvalue = [2, 1, 5, 12, 11, 3, 2, 0]"] ;
3845 -> 3846 ;
3847 [label="gini = 0.772\nsamples = 34\nvalue = [2, 1, 5, 11, 10, 3, 2, 0]"] ;
3846 -> 3847 ;
3848 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3846 -> 3848 ;
3849 [label="X[0] <= 19.525\ngini = 0.571\nsamples = 7\nvalue = [0, 1, 4, 2, 0, 0, 0, 0]"] ;
3845 -> 3849 ;
3850 [label="gini = 0.64\nsamples = 5\nvalue = [0, 1, 2, 2, 0, 0, 0, 0]"] ;
3849 -> 3850 ;
3851 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2, 0, 0, 0, 0, 0]"] ;
3849 -> 3851 ;
3852 [label="X[0] <= 19.565\ngini = 0.562\nsamples = 18\nvalue = [2, 0, 0, 4, 11, 0, 1, 0]"] ;
3844 -> 3852 ;
3853 [label="X[0] <= 19.555\ngini = 0.444\nsamples = 9\nvalue = [0, 0, 0, 3, 6, 0, 0, 0]"] ;
3852 -> 3853 ;
3854 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3853 -> 3854 ;
3855 [label="gini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 3, 4, 0, 0, 0]"] ;
3853 -> 3855 ;
3856 [label="gini = 0.617\nsamples = 9\nvalue = [2, 0, 0, 1, 5, 0, 1, 0]"] ;
3852 -> 3856 ;
3857 [label="X[0] <= 19.915\ngini = 0.75\nsamples = 250\nvalue = [18, 18, 29, 102, 57, 22, 4, 0]"] ;
3843 -> 3857 ;
3858 [label="X[0] <= 19.805\ngini = 0.753\nsamples = 245\nvalue = [18, 18, 29, 98, 57, 21, 4, 0]"] ;
3857 -> 3858 ;
3859 [label="X[0] <= 19.585\ngini = 0.752\nsamples = 174\nvalue = [10, 15, 21, 72, 36, 16, 4, 0]"] ;
3858 -> 3859 ;
3860 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 1, 1, 0, 0, 1, 0]"] ;
3859 -> 3860 ;
3861 [label="X[0] <= 19.595\ngini = 0.747\nsamples = 170\nvalue = [10, 14, 20, 71, 36, 16, 3, 0]"] ;
3859 -> 3861 ;
3862 [label="gini = 0.5\nsamples = 6\nvalue = [0, 1, 0, 4, 1, 0, 0, 0]"] ;
3861 -> 3862 ;
3863 [label="X[0] <= 19.795\ngini = 0.753\nsamples = 164\nvalue = [10, 13, 20, 67, 35, 16, 3, 0]"] ;
3861 -> 3863 ;
3864 [label="X[0] <= 19.775\ngini = 0.753\nsamples = 117\nvalue = [6, 9, 15, 46, 28, 12, 1, 0]"] ;
3863 -> 3864 ;
3865 [label="X[0] <= 19.695\ngini = 0.746\nsamples = 113\nvalue = [6, 8, 15, 46, 26, 11, 1, 0]"] ;
3864 -> 3865 ;
3866 [label="X[0] <= 19.645\ngini = 0.734\nsamples = 65\nvalue = [6, 4, 7, 29, 12, 6, 1, 0]"] ;
3865 -> 3866 ;
3867 [label="X[0] <= 19.625\ngini = 0.737\nsamples = 50\nvalue = [3, 3, 7, 22, 9, 5, 1, 0]"] ;
3866 -> 3867 ;
3868 [label="X[0] <= 19.605\ngini = 0.733\nsamples = 43\nvalue = [3, 3, 4, 19, 9, 4, 1, 0]"] ;
3867 -> 3868 ;
3869 [label="gini = 0.755\nsamples = 36\nvalue = [3, 3, 4, 15, 7, 3, 1, 0]"] ;
3868 -> 3869 ;
3870 [label="X[0] <= 19.615\ngini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 4, 2, 1, 0, 0]"] ;
3868 -> 3870 ;
3871 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 3, 1, 1, 0, 0]"] ;
3870 -> 3871 ;
3872 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3870 -> 3872 ;
3873 [label="X[0] <= 19.635\ngini = 0.612\nsamples = 7\nvalue = [0, 0, 3, 3, 0, 1, 0, 0]"] ;
3867 -> 3873 ;
3874 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 1, 0, 0]"] ;
3873 -> 3874 ;
3875 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 2, 2, 0, 0, 0, 0]"] ;
3873 -> 3875 ;
3876 [label="X[0] <= 19.675\ngini = 0.693\nsamples = 15\nvalue = [3, 1, 0, 7, 3, 1, 0, 0]"] ;
3866 -> 3876 ;
3877 [label="X[0] <= 19.66\ngini = 0.625\nsamples = 8\nvalue = [2, 0, 0, 4, 2, 0, 0, 0]"] ;
3876 -> 3877 ;
3878 [label="gini = 0.56\nsamples = 5\nvalue = [1, 0, 0, 3, 1, 0, 0, 0]"] ;
3877 -> 3878 ;
3879 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
3877 -> 3879 ;
3880 [label="X[0] <= 19.685\ngini = 0.735\nsamples = 7\nvalue = [1, 1, 0, 3, 1, 1, 0, 0]"] ;
3876 -> 3880 ;
3881 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 0, 1, 0, 0]"] ;
3880 -> 3881 ;
3882 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
3880 -> 3882 ;
3883 [label="X[0] <= 19.725\ngini = 0.744\nsamples = 48\nvalue = [0, 4, 8, 17, 14, 5, 0, 0]"] ;
3865 -> 3883 ;
3884 [label="X[0] <= 19.71\ngini = 0.758\nsamples = 33\nvalue = [0, 4, 6, 9, 11, 3, 0, 0]"] ;
3883 -> 3884 ;
3885 [label="gini = 0.762\nsamples = 30\nvalue = [0, 4, 5, 8, 10, 3, 0, 0]"] ;
3884 -> 3885 ;
3886 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
3884 -> 3886 ;
3887 [label="X[0] <= 19.735\ngini = 0.64\nsamples = 15\nvalue = [0, 0, 2, 8, 3, 2, 0, 0]"] ;
3883 -> 3887 ;
3888 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 1, 2, 0, 2, 0, 0]"] ;
3887 -> 3888 ;
3889 [label="X[0] <= 19.765\ngini = 0.54\nsamples = 10\nvalue = [0, 0, 1, 6, 3, 0, 0, 0]"] ;
3887 -> 3889 ;
3890 [label="X[0] <= 19.755\ngini = 0.469\nsamples = 8\nvalue = [0, 0, 0, 5, 3, 0, 0, 0]"] ;
3889 -> 3890 ;
3891 [label="X[0] <= 19.745\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 4, 3, 0, 0, 0]"] ;
3890 -> 3891 ;
3892 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
3891 -> 3892 ;
3893 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
3891 -> 3893 ;
3894 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3890 -> 3894 ;
3895 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
3889 -> 3895 ;
3896 [label="X[0] <= 19.785\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 0, 2, 1, 0, 0]"] ;
3864 -> 3896 ;
3897 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
3896 -> 3897 ;
3898 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3896 -> 3898 ;
3899 [label="gini = 0.743\nsamples = 47\nvalue = [4, 4, 5, 21, 7, 4, 2, 0]"] ;
3863 -> 3899 ;
3900 [label="X[0] <= 19.855\ngini = 0.746\nsamples = 71\nvalue = [8, 3, 8, 26, 21, 5, 0, 0]"] ;
3858 -> 3900 ;
3901 [label="X[0] <= 19.845\ngini = 0.582\nsamples = 19\nvalue = [2, 0, 1, 5, 11, 0, 0, 0]"] ;
3900 -> 3901 ;
3902 [label="X[0] <= 19.835\ngini = 0.57\nsamples = 16\nvalue = [2, 0, 0, 5, 9, 0, 0, 0]"] ;
3901 -> 3902 ;
3903 [label="X[0] <= 19.825\ngini = 0.512\nsamples = 11\nvalue = [1, 0, 0, 3, 7, 0, 0, 0]"] ;
3902 -> 3903 ;
3904 [label="X[0] <= 19.815\ngini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 2, 3, 0, 0, 0]"] ;
3903 -> 3904 ;
3905 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
3904 -> 3905 ;
3906 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3904 -> 3906 ;
3907 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
3903 -> 3907 ;
3908 [label="gini = 0.64\nsamples = 5\nvalue = [1, 0, 0, 2, 2, 0, 0, 0]"] ;
3902 -> 3908 ;
3909 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
3901 -> 3909 ;
3910 [label="X[0] <= 19.875\ngini = 0.756\nsamples = 52\nvalue = [6, 3, 7, 21, 10, 5, 0, 0]"] ;
3900 -> 3910 ;
3911 [label="X[0] <= 19.865\ngini = 0.48\nsamples = 5\nvalue = [2, 0, 0, 3, 0, 0, 0, 0]"] ;
3910 -> 3911 ;
3912 [label="gini = 0.5\nsamples = 4\nvalue = [2, 0, 0, 2, 0, 0, 0, 0]"] ;
3911 -> 3912 ;
3913 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3911 -> 3913 ;
3914 [label="X[0] <= 19.905\ngini = 0.763\nsamples = 47\nvalue = [4, 3, 7, 18, 10, 5, 0, 0]"] ;
3910 -> 3914 ;
3915 [label="X[0] <= 19.885\ngini = 0.756\nsamples = 44\nvalue = [3, 3, 7, 17, 10, 4, 0, 0]"] ;
3914 -> 3915 ;
3916 [label="gini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 3, 1, 0, 0, 0]"] ;
3915 -> 3916 ;
3917 [label="X[0] <= 19.895\ngini = 0.767\nsamples = 39\nvalue = [3, 2, 7, 14, 9, 4, 0, 0]"] ;
3915 -> 3917 ;
3918 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
3917 -> 3918 ;
3919 [label="gini = 0.77\nsamples = 36\nvalue = [3, 2, 6, 13, 8, 4, 0, 0]"] ;
3917 -> 3919 ;
3920 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 0, 1, 0, 0]"] ;
3914 -> 3920 ;
3921 [label="X[0] <= 19.925\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 4, 0, 1, 0, 0]"] ;
3857 -> 3921 ;
3922 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3921 -> 3922 ;
3923 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 0, 1, 0, 0]"] ;
3921 -> 3923 ;
3924 [label="X[0] <= 21.505\ngini = 0.766\nsamples = 1462\nvalue = [101, 99, 144, 370, 545, 153, 32, 18]"] ;
3430 -> 3924 ;
3925 [label="X[0] <= 20.725\ngini = 0.765\nsamples = 835\nvalue = [52, 54, 89, 237, 294, 87, 15, 7]"] ;
3924 -> 3925 ;
3926 [label="X[0] <= 19.985\ngini = 0.751\nsamples = 501\nvalue = [29, 29, 48, 133, 195, 50, 13, 4]"] ;
3925 -> 3926 ;
3927 [label="X[0] <= 19.955\ngini = 0.693\nsamples = 15\nvalue = [2, 0, 0, 2, 5, 6, 0, 0]"] ;
3926 -> 3927 ;
3928 [label="X[0] <= 19.945\ngini = 0.667\nsamples = 6\nvalue = [1, 0, 0, 1, 3, 1, 0, 0]"] ;
3927 -> 3928 ;
3929 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
3928 -> 3929 ;
3930 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
3928 -> 3930 ;
3931 [label="X[0] <= 19.975\ngini = 0.617\nsamples = 9\nvalue = [1, 0, 0, 1, 2, 5, 0, 0]"] ;
3927 -> 3931 ;
3932 [label="X[0] <= 19.965\ngini = 0.571\nsamples = 7\nvalue = [1, 0, 0, 0, 2, 4, 0, 0]"] ;
3931 -> 3932 ;
3933 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
3932 -> 3933 ;
3934 [label="gini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 0, 2, 3, 0, 0]"] ;
3932 -> 3934 ;
3935 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
3931 -> 3935 ;
3936 [label="X[0] <= 20.215\ngini = 0.749\nsamples = 486\nvalue = [27, 29, 48, 131, 190, 44, 13, 4]"] ;
3926 -> 3936 ;
3937 [label="X[0] <= 20.115\ngini = 0.754\nsamples = 212\nvalue = [9, 16, 27, 66, 73, 17, 3, 1]"] ;
3936 -> 3937 ;
3938 [label="X[0] <= 20.105\ngini = 0.747\nsamples = 119\nvalue = [6, 12, 9, 37, 43, 10, 1, 1]"] ;
3937 -> 3938 ;
3939 [label="X[0] <= 20.095\ngini = 0.746\nsamples = 116\nvalue = [6, 11, 9, 35, 43, 10, 1, 1]"] ;
3938 -> 3939 ;
3940 [label="X[0] <= 20.07\ngini = 0.766\nsamples = 76\nvalue = [4, 8, 6, 21, 27, 8, 1, 1]"] ;
3939 -> 3940 ;
3941 [label="X[0] <= 20.055\ngini = 0.764\nsamples = 70\nvalue = [4, 6, 6, 21, 24, 7, 1, 1]"] ;
3940 -> 3941 ;
3942 [label="X[0] <= 20.045\ngini = 0.755\nsamples = 64\nvalue = [2, 6, 6, 19, 23, 6, 1, 1]"] ;
3941 -> 3942 ;
3943 [label="X[0] <= 20.005\ngini = 0.751\nsamples = 62\nvalue = [2, 6, 6, 19, 22, 6, 0, 1]"] ;
3942 -> 3943 ;
3944 [label="X[0] <= 19.995\ngini = 0.764\nsamples = 42\nvalue = [2, 5, 5, 11, 15, 4, 0, 0]"] ;
3943 -> 3944 ;
3945 [label="gini = 0.688\nsamples = 8\nvalue = [0, 1, 1, 3, 3, 0, 0, 0]"] ;
3944 -> 3945 ;
3946 [label="gini = 0.775\nsamples = 34\nvalue = [2, 4, 4, 8, 12, 4, 0, 0]"] ;
3944 -> 3946 ;
3947 [label="X[0] <= 20.025\ngini = 0.7\nsamples = 20\nvalue = [0, 1, 1, 8, 7, 2, 0, 1]"] ;
3943 -> 3947 ;
3948 [label="X[0] <= 20.015\ngini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 3, 1, 0, 0, 0]"] ;
3947 -> 3948 ;
3949 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 1, 0, 0, 0]"] ;
3948 -> 3949 ;
3950 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
3948 -> 3950 ;
3951 [label="X[0] <= 20.035\ngini = 0.702\nsamples = 15\nvalue = [0, 0, 1, 5, 6, 2, 0, 1]"] ;
3947 -> 3951 ;
3952 [label="gini = 0.7\nsamples = 10\nvalue = [0, 0, 1, 3, 4, 2, 0, 0]"] ;
3951 -> 3952 ;
3953 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 0, 2, 2, 0, 0, 1]"] ;
3951 -> 3953 ;
3954 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
3942 -> 3954 ;
3955 [label="gini = 0.722\nsamples = 6\nvalue = [2, 0, 0, 2, 1, 1, 0, 0]"] ;
3941 -> 3955 ;
3956 [label="X[0] <= 20.085\ngini = 0.611\nsamples = 6\nvalue = [0, 2, 0, 0, 3, 1, 0, 0]"] ;
3940 -> 3956 ;
3957 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
3956 -> 3957 ;
3958 [label="gini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 0, 3, 1, 0, 0]"] ;
3956 -> 3958 ;
3959 [label="gini = 0.701\nsamples = 40\nvalue = [2, 3, 3, 14, 16, 2, 0, 0]"] ;
3939 -> 3959 ;
3960 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 2, 0, 0, 0, 0]"] ;
3938 -> 3960 ;
3961 [label="X[0] <= 20.205\ngini = 0.752\nsamples = 93\nvalue = [3, 4, 18, 29, 30, 7, 2, 0]"] ;
3937 -> 3961 ;
3962 [label="X[0] <= 20.125\ngini = 0.744\nsamples = 86\nvalue = [3, 2, 18, 27, 28, 6, 2, 0]"] ;
3961 -> 3962 ;
3963 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 1, 1, 2, 0, 0]"] ;
3962 -> 3963 ;
3964 [label="X[0] <= 20.155\ngini = 0.737\nsamples = 81\nvalue = [3, 2, 17, 26, 27, 4, 2, 0]"] ;
3962 -> 3964 ;
3965 [label="X[0] <= 20.145\ngini = 0.735\nsamples = 14\nvalue = [0, 1, 4, 5, 3, 0, 1, 0]"] ;
3964 -> 3965 ;
3966 [label="X[0] <= 20.135\ngini = 0.691\nsamples = 9\nvalue = [0, 1, 2, 4, 2, 0, 0, 0]"] ;
3965 -> 3966 ;
3967 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 2, 2, 1, 0, 0, 0]"] ;
3966 -> 3967 ;
3968 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 1, 0, 0, 0]"] ;
3966 -> 3968 ;
3969 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 2, 1, 1, 0, 1, 0]"] ;
3965 -> 3969 ;
3970 [label="X[0] <= 20.165\ngini = 0.73\nsamples = 67\nvalue = [3, 1, 13, 21, 24, 4, 1, 0]"] ;
3964 -> 3970 ;
3971 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
3970 -> 3971 ;
3972 [label="X[0] <= 20.195\ngini = 0.735\nsamples = 65\nvalue = [3, 1, 13, 21, 22, 4, 1, 0]"] ;
3970 -> 3972 ;
3973 [label="X[0] <= 20.185\ngini = 0.8\nsamples = 10\nvalue = [2, 1, 1, 2, 3, 1, 0, 0]"] ;
3972 -> 3973 ;
3974 [label="X[0] <= 20.175\ngini = 0.75\nsamples = 8\nvalue = [1, 1, 1, 2, 3, 0, 0, 0]"] ;
3973 -> 3974 ;
3975 [label="gini = 0.778\nsamples = 6\nvalue = [1, 1, 1, 1, 2, 0, 0, 0]"] ;
3974 -> 3975 ;
3976 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
3974 -> 3976 ;
3977 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 1, 0, 0]"] ;
3973 -> 3977 ;
3978 [label="gini = 0.71\nsamples = 55\nvalue = [1, 0, 12, 19, 19, 3, 1, 0]"] ;
3972 -> 3978 ;
3979 [label="gini = 0.735\nsamples = 7\nvalue = [0, 2, 0, 2, 2, 1, 0, 0]"] ;
3961 -> 3979 ;
3980 [label="X[0] <= 20.225\ngini = 0.738\nsamples = 274\nvalue = [18, 13, 21, 65, 117, 27, 10, 3]"] ;
3936 -> 3980 ;
3981 [label="gini = 0.406\nsamples = 8\nvalue = [1, 0, 1, 0, 6, 0, 0, 0]"] ;
3980 -> 3981 ;
3982 [label="X[0] <= 20.255\ngini = 0.742\nsamples = 266\nvalue = [17, 13, 20, 65, 111, 27, 10, 3]"] ;
3980 -> 3982 ;
3983 [label="X[0] <= 20.24\ngini = 0.75\nsamples = 8\nvalue = [3, 1, 0, 1, 2, 0, 1, 0]"] ;
3982 -> 3983 ;
3984 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 0, 1, 0]"] ;
3983 -> 3984 ;
3985 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1, 0, 0, 0, 0, 0, 0]"] ;
3983 -> 3985 ;
3986 [label="X[0] <= 20.465\ngini = 0.737\nsamples = 258\nvalue = [14, 12, 20, 64, 109, 27, 9, 3]"] ;
3982 -> 3986 ;
3987 [label="X[0] <= 20.455\ngini = 0.764\nsamples = 120\nvalue = [5, 6, 12, 32, 44, 14, 6, 1]"] ;
3986 -> 3987 ;
3988 [label="X[0] <= 20.285\ngini = 0.76\nsamples = 118\nvalue = [5, 6, 12, 32, 44, 12, 6, 1]"] ;
3987 -> 3988 ;
3989 [label="X[0] <= 20.275\ngini = 0.58\nsamples = 10\nvalue = [0, 0, 0, 5, 4, 0, 1, 0]"] ;
3988 -> 3989 ;
3990 [label="X[0] <= 20.265\ngini = 0.594\nsamples = 8\nvalue = [0, 0, 0, 3, 4, 0, 1, 0]"] ;
3989 -> 3990 ;
3991 [label="gini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 3, 2, 0, 0, 0]"] ;
3990 -> 3991 ;
3992 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 0, 1, 0]"] ;
3990 -> 3992 ;
3993 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
3989 -> 3993 ;
3994 [label="X[0] <= 20.405\ngini = 0.768\nsamples = 108\nvalue = [5, 6, 12, 27, 40, 12, 5, 1]"] ;
3988 -> 3994 ;
3995 [label="X[0] <= 20.295\ngini = 0.764\nsamples = 94\nvalue = [5, 5, 8, 23, 36, 11, 5, 1]"] ;
3994 -> 3995 ;
3996 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
3995 -> 3996 ;
3997 [label="X[0] <= 20.395\ngini = 0.767\nsamples = 91\nvalue = [5, 5, 7, 23, 34, 11, 5, 1]"] ;
3995 -> 3997 ;
3998 [label="X[0] <= 20.385\ngini = 0.785\nsamples = 62\nvalue = [3, 5, 4, 16, 21, 8, 4, 1]"] ;
3997 -> 3998 ;
3999 [label="X[0] <= 20.365\ngini = 0.774\nsamples = 58\nvalue = [3, 4, 4, 15, 21, 6, 4, 1]"] ;
3998 -> 3999 ;
4000 [label="X[0] <= 20.305\ngini = 0.789\nsamples = 54\nvalue = [3, 4, 4, 14, 18, 6, 4, 1]"] ;
3999 -> 4000 ;
4001 [label="gini = 0.779\nsamples = 37\nvalue = [2, 2, 3, 8, 14, 4, 3, 1]"] ;
4000 -> 4001 ;
4002 [label="X[0] <= 20.315\ngini = 0.782\nsamples = 17\nvalue = [1, 2, 1, 6, 4, 2, 1, 0]"] ;
4000 -> 4002 ;
4003 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 0, 0, 1, 0]"] ;
4002 -> 4003 ;
4004 [label="X[0] <= 20.325\ngini = 0.757\nsamples = 13\nvalue = [0, 2, 1, 4, 4, 2, 0, 0]"] ;
4002 -> 4004 ;
4005 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4004 -> 4005 ;
4006 [label="X[0] <= 20.345\ngini = 0.744\nsamples = 11\nvalue = [0, 1, 1, 4, 3, 2, 0, 0]"] ;
4004 -> 4006 ;
4007 [label="X[0] <= 20.335\ngini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 1, 0, 0]"] ;
4006 -> 4007 ;
4008 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4007 -> 4008 ;
4009 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 1, 0, 0]"] ;
4007 -> 4009 ;
4010 [label="X[0] <= 20.355\ngini = 0.688\nsamples = 8\nvalue = [0, 1, 0, 3, 3, 1, 0, 0]"] ;
4006 -> 4010 ;
4011 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4010 -> 4011 ;
4012 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 0, 2, 1, 1, 0, 0]"] ;
4010 -> 4012 ;
4013 [label="X[0] <= 20.375\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
3999 -> 4013 ;
4014 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4013 -> 4014 ;
4015 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4013 -> 4015 ;
4016 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 1, 0, 2, 0, 0]"] ;
3998 -> 4016 ;
4017 [label="gini = 0.713\nsamples = 29\nvalue = [2, 0, 3, 7, 13, 3, 1, 0]"] ;
3997 -> 4017 ;
4018 [label="X[0] <= 20.415\ngini = 0.745\nsamples = 14\nvalue = [0, 1, 4, 4, 4, 1, 0, 0]"] ;
3994 -> 4018 ;
4019 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4018 -> 4019 ;
4020 [label="X[0] <= 20.435\ngini = 0.75\nsamples = 12\nvalue = [0, 1, 3, 4, 3, 1, 0, 0]"] ;
4018 -> 4020 ;
4021 [label="X[0] <= 20.425\ngini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 2, 0, 1, 0, 0]"] ;
4020 -> 4021 ;
4022 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 1, 0, 0, 0, 0]"] ;
4021 -> 4022 ;
4023 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4021 -> 4023 ;
4024 [label="X[0] <= 20.445\ngini = 0.653\nsamples = 7\nvalue = [0, 0, 2, 2, 3, 0, 0, 0]"] ;
4020 -> 4024 ;
4025 [label="gini = 0.64\nsamples = 5\nvalue = [0, 0, 2, 1, 2, 0, 0, 0]"] ;
4024 -> 4025 ;
4026 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4024 -> 4026 ;
4027 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 0, 2, 0, 0]"] ;
3987 -> 4027 ;
4028 [label="X[0] <= 20.595\ngini = 0.705\nsamples = 138\nvalue = [9, 6, 8, 32, 65, 13, 3, 2]"] ;
3986 -> 4028 ;
4029 [label="X[0] <= 20.505\ngini = 0.608\nsamples = 57\nvalue = [2, 2, 3, 8, 34, 6, 1, 1]"] ;
4028 -> 4029 ;
4030 [label="X[0] <= 20.475\ngini = 0.621\nsamples = 33\nvalue = [1, 0, 3, 6, 19, 2, 1, 1]"] ;
4029 -> 4030 ;
4031 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 0, 1, 0]"] ;
4030 -> 4031 ;
4032 [label="X[0] <= 20.495\ngini = 0.622\nsamples = 30\nvalue = [1, 0, 3, 6, 17, 2, 0, 1]"] ;
4030 -> 4032 ;
4033 [label="X[0] <= 20.485\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 1, 3, 0, 0, 1]"] ;
4032 -> 4033 ;
4034 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4033 -> 4034 ;
4035 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 0, 0, 1]"] ;
4033 -> 4035 ;
4036 [label="gini = 0.624\nsamples = 25\nvalue = [1, 0, 3, 5, 14, 2, 0, 0]"] ;
4032 -> 4036 ;
4037 [label="X[0] <= 20.525\ngini = 0.566\nsamples = 24\nvalue = [1, 2, 0, 2, 15, 4, 0, 0]"] ;
4029 -> 4037 ;
4038 [label="X[0] <= 20.515\ngini = 0.64\nsamples = 5\nvalue = [0, 1, 0, 0, 2, 2, 0, 0]"] ;
4037 -> 4038 ;
4039 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 2, 0, 0]"] ;
4038 -> 4039 ;
4040 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4038 -> 4040 ;
4041 [label="X[0] <= 20.575\ngini = 0.504\nsamples = 19\nvalue = [1, 1, 0, 2, 13, 2, 0, 0]"] ;
4037 -> 4041 ;
4042 [label="X[0] <= 20.545\ngini = 0.417\nsamples = 12\nvalue = [1, 1, 0, 1, 9, 0, 0, 0]"] ;
4041 -> 4042 ;
4043 [label="X[0] <= 20.535\ngini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
4042 -> 4043 ;
4044 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4043 -> 4044 ;
4045 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
4043 -> 4045 ;
4046 [label="X[0] <= 20.555\ngini = 0.5\nsamples = 6\nvalue = [1, 1, 0, 0, 4, 0, 0, 0]"] ;
4042 -> 4046 ;
4047 [label="gini = 0.625\nsamples = 4\nvalue = [1, 1, 0, 0, 2, 0, 0, 0]"] ;
4046 -> 4047 ;
4048 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4046 -> 4048 ;
4049 [label="X[0] <= 20.585\ngini = 0.571\nsamples = 7\nvalue = [0, 0, 0, 1, 4, 2, 0, 0]"] ;
4041 -> 4049 ;
4050 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 1, 0, 0]"] ;
4049 -> 4050 ;
4051 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 1, 0, 0]"] ;
4049 -> 4051 ;
4052 [label="X[0] <= 20.705\ngini = 0.744\nsamples = 81\nvalue = [7, 4, 5, 24, 31, 7, 2, 1]"] ;
4028 -> 4052 ;
4053 [label="X[0] <= 20.635\ngini = 0.745\nsamples = 78\nvalue = [7, 3, 5, 24, 29, 7, 2, 1]"] ;
4052 -> 4053 ;
4054 [label="X[0] <= 20.625\ngini = 0.713\nsamples = 32\nvalue = [1, 1, 1, 11, 12, 5, 1, 0]"] ;
4053 -> 4054 ;
4055 [label="X[0] <= 20.615\ngini = 0.703\nsamples = 31\nvalue = [1, 1, 1, 11, 12, 4, 1, 0]"] ;
4054 -> 4055 ;
4056 [label="X[0] <= 20.605\ngini = 0.707\nsamples = 26\nvalue = [1, 1, 1, 8, 11, 3, 1, 0]"] ;
4055 -> 4056 ;
4057 [label="gini = 0.717\nsamples = 25\nvalue = [1, 1, 1, 8, 10, 3, 1, 0]"] ;
4056 -> 4057 ;
4058 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4056 -> 4058 ;
4059 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 3, 1, 1, 0, 0]"] ;
4055 -> 4059 ;
4060 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4054 -> 4060 ;
4061 [label="X[0] <= 20.655\ngini = 0.754\nsamples = 46\nvalue = [6, 2, 4, 13, 17, 2, 1, 1]"] ;
4053 -> 4061 ;
4062 [label="X[0] <= 20.645\ngini = 0.5\nsamples = 4\nvalue = [2, 0, 0, 2, 0, 0, 0, 0]"] ;
4061 -> 4062 ;
4063 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4062 -> 4063 ;
4064 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 2, 0, 0, 0, 0]"] ;
4062 -> 4064 ;
4065 [label="X[0] <= 20.685\ngini = 0.744\nsamples = 42\nvalue = [4, 2, 4, 11, 17, 2, 1, 1]"] ;
4061 -> 4065 ;
4066 [label="X[0] <= 20.665\ngini = 0.688\nsamples = 8\nvalue = [1, 1, 0, 0, 4, 1, 0, 1]"] ;
4065 -> 4066 ;
4067 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 1, 0, 0]"] ;
4066 -> 4067 ;
4068 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 0, 2, 0, 0, 1]"] ;
4066 -> 4068 ;
4069 [label="gini = 0.725\nsamples = 34\nvalue = [3, 1, 4, 11, 13, 1, 1, 0]"] ;
4065 -> 4069 ;
4070 [label="X[0] <= 20.715\ngini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
4052 -> 4070 ;
4071 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4070 -> 4071 ;
4072 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4070 -> 4072 ;
4073 [label="X[0] <= 20.965\ngini = 0.777\nsamples = 334\nvalue = [23, 25, 41, 104, 99, 37, 2, 3]"] ;
3925 -> 4073 ;
4074 [label="X[0] <= 20.815\ngini = 0.768\nsamples = 101\nvalue = [3, 12, 10, 36, 25, 14, 0, 1]"] ;
4073 -> 4074 ;
4075 [label="X[0] <= 20.735\ngini = 0.783\nsamples = 46\nvalue = [2, 8, 6, 15, 11, 3, 0, 1]"] ;
4074 -> 4075 ;
4076 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 1, 0, 0, 0]"] ;
4075 -> 4076 ;
4077 [label="X[0] <= 20.795\ngini = 0.797\nsamples = 42\nvalue = [2, 8, 6, 12, 10, 3, 0, 1]"] ;
4075 -> 4077 ;
4078 [label="X[0] <= 20.745\ngini = 0.765\nsamples = 14\nvalue = [0, 1, 4, 4, 3, 2, 0, 0]"] ;
4077 -> 4078 ;
4079 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 1, 0, 0, 0]"] ;
4078 -> 4079 ;
4080 [label="X[0] <= 20.76\ngini = 0.727\nsamples = 11\nvalue = [0, 0, 3, 4, 2, 2, 0, 0]"] ;
4078 -> 4080 ;
4081 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4080 -> 4081 ;
4082 [label="X[0] <= 20.785\ngini = 0.7\nsamples = 10\nvalue = [0, 0, 3, 4, 2, 1, 0, 0]"] ;
4080 -> 4082 ;
4083 [label="X[0] <= 20.775\ngini = 0.656\nsamples = 8\nvalue = [0, 0, 2, 4, 1, 1, 0, 0]"] ;
4082 -> 4083 ;
4084 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4083 -> 4084 ;
4085 [label="gini = 0.694\nsamples = 7\nvalue = [0, 0, 2, 3, 1, 1, 0, 0]"] ;
4083 -> 4085 ;
4086 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4082 -> 4086 ;
4087 [label="X[0] <= 20.805\ngini = 0.781\nsamples = 28\nvalue = [2, 7, 2, 8, 7, 1, 0, 1]"] ;
4077 -> 4087 ;
4088 [label="gini = 0.778\nsamples = 24\nvalue = [1, 6, 2, 7, 6, 1, 0, 1]"] ;
4087 -> 4088 ;
4089 [label="gini = 0.75\nsamples = 4\nvalue = [1, 1, 0, 1, 1, 0, 0, 0]"] ;
4087 -> 4089 ;
4090 [label="X[0] <= 20.895\ngini = 0.739\nsamples = 55\nvalue = [1, 4, 4, 21, 14, 11, 0, 0]"] ;
4074 -> 4090 ;
4091 [label="X[0] <= 20.875\ngini = 0.693\nsamples = 19\nvalue = [0, 0, 1, 6, 7, 5, 0, 0]"] ;
4090 -> 4091 ;
4092 [label="X[0] <= 20.825\ngini = 0.675\nsamples = 13\nvalue = [0, 0, 1, 5, 5, 2, 0, 0]"] ;
4091 -> 4092 ;
4093 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4092 -> 4093 ;
4094 [label="X[0] <= 20.845\ngini = 0.645\nsamples = 11\nvalue = [0, 0, 1, 5, 4, 1, 0, 0]"] ;
4092 -> 4094 ;
4095 [label="X[0] <= 20.835\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 3, 1, 0, 0, 0]"] ;
4094 -> 4095 ;
4096 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
4095 -> 4096 ;
4097 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
4095 -> 4097 ;
4098 [label="X[0] <= 20.865\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 2, 3, 1, 0, 0]"] ;
4094 -> 4098 ;
4099 [label="X[0] <= 20.855\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 1, 3, 1, 0, 0]"] ;
4098 -> 4099 ;
4100 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 1, 0, 0]"] ;
4099 -> 4100 ;
4101 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4099 -> 4101 ;
4102 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4098 -> 4102 ;
4103 [label="X[0] <= 20.885\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 1, 2, 3, 0, 0]"] ;
4091 -> 4103 ;
4104 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 1, 1, 3, 0, 0]"] ;
4103 -> 4104 ;
4105 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4103 -> 4105 ;
4106 [label="X[0] <= 20.915\ngini = 0.741\nsamples = 36\nvalue = [1, 4, 3, 15, 7, 6, 0, 0]"] ;
4090 -> 4106 ;
4107 [label="X[0] <= 20.905\ngini = 0.701\nsamples = 25\nvalue = [1, 3, 2, 12, 5, 2, 0, 0]"] ;
4106 -> 4107 ;
4108 [label="gini = 0.696\nsamples = 23\nvalue = [1, 3, 1, 11, 5, 2, 0, 0]"] ;
4107 -> 4108 ;
4109 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
4107 -> 4109 ;
4110 [label="X[0] <= 20.925\ngini = 0.744\nsamples = 11\nvalue = [0, 1, 1, 3, 2, 4, 0, 0]"] ;
4106 -> 4110 ;
4111 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 0, 2, 0, 0]"] ;
4110 -> 4111 ;
4112 [label="X[0] <= 20.935\ngini = 0.765\nsamples = 9\nvalue = [0, 1, 1, 3, 2, 2, 0, 0]"] ;
4110 -> 4112 ;
4113 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 1, 0, 0, 0]"] ;
4112 -> 4113 ;
4114 [label="X[0] <= 20.95\ngini = 0.72\nsamples = 5\nvalue = [0, 1, 0, 1, 1, 2, 0, 0]"] ;
4112 -> 4114 ;
4115 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 0, 1, 1, 0, 0]"] ;
4114 -> 4115 ;
4116 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4114 -> 4116 ;
4117 [label="X[0] <= 21.175\ngini = 0.776\nsamples = 233\nvalue = [20, 13, 31, 68, 74, 23, 2, 2]"] ;
4073 -> 4117 ;
4118 [label="X[0] <= 21.125\ngini = 0.787\nsamples = 97\nvalue = [11, 4, 16, 21, 32, 12, 1, 0]"] ;
4117 -> 4118 ;
4119 [label="X[0] <= 21.085\ngini = 0.788\nsamples = 87\nvalue = [9, 4, 16, 21, 27, 9, 1, 0]"] ;
4118 -> 4119 ;
4120 [label="X[0] <= 21.075\ngini = 0.767\nsamples = 57\nvalue = [3, 2, 9, 17, 18, 7, 1, 0]"] ;
4119 -> 4120 ;
4121 [label="X[0] <= 21.015\ngini = 0.771\nsamples = 50\nvalue = [3, 2, 8, 13, 17, 6, 1, 0]"] ;
4120 -> 4121 ;
4122 [label="X[0] <= 21.005\ngini = 0.765\nsamples = 34\nvalue = [2, 1, 3, 10, 11, 6, 1, 0]"] ;
4121 -> 4122 ;
4123 [label="X[0] <= 20.985\ngini = 0.76\nsamples = 33\nvalue = [2, 1, 3, 10, 11, 5, 1, 0]"] ;
4122 -> 4123 ;
4124 [label="X[0] <= 20.975\ngini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 1, 4, 1, 0, 0]"] ;
4123 -> 4124 ;
4125 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4124 -> 4125 ;
4126 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 0, 3, 1, 0, 0]"] ;
4124 -> 4126 ;
4127 [label="X[0] <= 20.995\ngini = 0.769\nsamples = 26\nvalue = [2, 1, 2, 9, 7, 4, 1, 0]"] ;
4123 -> 4127 ;
4128 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 1, 0, 0]"] ;
4127 -> 4128 ;
4129 [label="gini = 0.775\nsamples = 23\nvalue = [2, 1, 2, 8, 6, 3, 1, 0]"] ;
4127 -> 4129 ;
4130 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4122 -> 4130 ;
4131 [label="X[0] <= 21.065\ngini = 0.719\nsamples = 16\nvalue = [1, 1, 5, 3, 6, 0, 0, 0]"] ;
4121 -> 4131 ;
4132 [label="X[0] <= 21.05\ngini = 0.72\nsamples = 15\nvalue = [1, 1, 4, 3, 6, 0, 0, 0]"] ;
4131 -> 4132 ;
4133 [label="X[0] <= 21.035\ngini = 0.75\nsamples = 8\nvalue = [1, 1, 3, 1, 2, 0, 0, 0]"] ;
4132 -> 4133 ;
4134 [label="X[0] <= 21.025\ngini = 0.64\nsamples = 5\nvalue = [1, 0, 2, 0, 2, 0, 0, 0]"] ;
4133 -> 4134 ;
4135 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4134 -> 4135 ;
4136 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
4134 -> 4136 ;
4137 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 1, 0, 0, 0, 0]"] ;
4133 -> 4137 ;
4138 [label="gini = 0.571\nsamples = 7\nvalue = [0, 0, 1, 2, 4, 0, 0, 0]"] ;
4132 -> 4138 ;
4139 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4131 -> 4139 ;
4140 [label="gini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 4, 1, 1, 0, 0]"] ;
4120 -> 4140 ;
4141 [label="X[0] <= 21.095\ngini = 0.789\nsamples = 30\nvalue = [6, 2, 7, 4, 9, 2, 0, 0]"] ;
4119 -> 4141 ;
4142 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 0, 0, 1, 0, 0, 0]"] ;
4141 -> 4142 ;
4143 [label="X[0] <= 21.115\ngini = 0.782\nsamples = 27\nvalue = [5, 1, 7, 4, 8, 2, 0, 0]"] ;
4141 -> 4143 ;
4144 [label="X[0] <= 21.105\ngini = 0.79\nsamples = 25\nvalue = [5, 1, 6, 4, 7, 2, 0, 0]"] ;
4143 -> 4144 ;
4145 [label="gini = 0.785\nsamples = 24\nvalue = [5, 1, 6, 3, 7, 2, 0, 0]"] ;
4144 -> 4145 ;
4146 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4144 -> 4146 ;
4147 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4143 -> 4147 ;
4148 [label="X[0] <= 21.165\ngini = 0.62\nsamples = 10\nvalue = [2, 0, 0, 0, 5, 3, 0, 0]"] ;
4118 -> 4148 ;
4149 [label="X[0] <= 21.14\ngini = 0.593\nsamples = 9\nvalue = [2, 0, 0, 0, 5, 2, 0, 0]"] ;
4148 -> 4149 ;
4150 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4149 -> 4150 ;
4151 [label="X[0] <= 21.155\ngini = 0.571\nsamples = 7\nvalue = [2, 0, 0, 0, 4, 1, 0, 0]"] ;
4149 -> 4151 ;
4152 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 0, 2, 1, 0, 0]"] ;
4151 -> 4152 ;
4153 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 0, 2, 0, 0, 0]"] ;
4151 -> 4153 ;
4154 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4148 -> 4154 ;
4155 [label="X[0] <= 21.195\ngini = 0.757\nsamples = 136\nvalue = [9, 9, 15, 47, 42, 11, 1, 2]"] ;
4117 -> 4155 ;
4156 [label="X[0] <= 21.185\ngini = 0.64\nsamples = 5\nvalue = [0, 0, 2, 2, 1, 0, 0, 0]"] ;
4155 -> 4156 ;
4157 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
4156 -> 4157 ;
4158 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2, 0, 0, 0, 0, 0]"] ;
4156 -> 4158 ;
4159 [label="X[0] <= 21.295\ngini = 0.757\nsamples = 131\nvalue = [9, 9, 13, 45, 41, 11, 1, 2]"] ;
4155 -> 4159 ;
4160 [label="X[0] <= 21.205\ngini = 0.741\nsamples = 44\nvalue = [3, 4, 3, 13, 17, 3, 0, 1]"] ;
4159 -> 4160 ;
4161 [label="gini = 0.66\nsamples = 20\nvalue = [1, 1, 0, 9, 7, 2, 0, 0]"] ;
4160 -> 4161 ;
4162 [label="X[0] <= 21.215\ngini = 0.757\nsamples = 24\nvalue = [2, 3, 3, 4, 10, 1, 0, 1]"] ;
4160 -> 4162 ;
4163 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 0, 0, 0, 0, 0, 1]"] ;
4162 -> 4163 ;
4164 [label="X[0] <= 21.275\ngini = 0.703\nsamples = 21\nvalue = [1, 2, 3, 4, 10, 1, 0, 0]"] ;
4162 -> 4164 ;
4165 [label="X[0] <= 21.265\ngini = 0.685\nsamples = 18\nvalue = [1, 1, 3, 3, 9, 1, 0, 0]"] ;
4164 -> 4165 ;
4166 [label="X[0] <= 21.235\ngini = 0.649\nsamples = 15\nvalue = [0, 1, 2, 3, 8, 1, 0, 0]"] ;
4165 -> 4166 ;
4167 [label="X[0] <= 21.225\ngini = 0.694\nsamples = 7\nvalue = [0, 1, 2, 1, 3, 0, 0, 0]"] ;
4166 -> 4167 ;
4168 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 1, 2, 0, 0, 0]"] ;
4167 -> 4168 ;
4169 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4167 -> 4169 ;
4170 [label="X[0] <= 21.245\ngini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 2, 5, 1, 0, 0]"] ;
4166 -> 4170 ;
4171 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4170 -> 4171 ;
4172 [label="X[0] <= 21.255\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 2, 3, 1, 0, 0]"] ;
4170 -> 4172 ;
4173 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 1, 0, 0]"] ;
4172 -> 4173 ;
4174 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4172 -> 4174 ;
4175 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
4165 -> 4175 ;
4176 [label="X[0] <= 21.285\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 1, 0, 0, 0]"] ;
4164 -> 4176 ;
4177 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
4176 -> 4177 ;
4178 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4176 -> 4178 ;
4179 [label="X[0] <= 21.335\ngini = 0.759\nsamples = 87\nvalue = [6, 5, 10, 32, 24, 8, 1, 1]"] ;
4159 -> 4179 ;
4180 [label="X[0] <= 21.32\ngini = 0.726\nsamples = 23\nvalue = [0, 2, 4, 10, 3, 4, 0, 0]"] ;
4179 -> 4180 ;
4181 [label="X[0] <= 21.305\ngini = 0.731\nsamples = 19\nvalue = [0, 2, 4, 8, 3, 2, 0, 0]"] ;
4180 -> 4181 ;
4182 [label="gini = 0.734\nsamples = 17\nvalue = [0, 2, 4, 7, 2, 2, 0, 0]"] ;
4181 -> 4182 ;
4183 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4181 -> 4183 ;
4184 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 0, 2, 0, 0]"] ;
4180 -> 4184 ;
4185 [label="X[0] <= 21.345\ngini = 0.75\nsamples = 64\nvalue = [6, 3, 6, 22, 21, 4, 1, 1]"] ;
4179 -> 4185 ;
4186 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 0, 1]"] ;
4185 -> 4186 ;
4187 [label="X[0] <= 21.405\ngini = 0.748\nsamples = 60\nvalue = [6, 3, 6, 22, 18, 4, 1, 0]"] ;
4185 -> 4187 ;
4188 [label="X[0] <= 21.365\ngini = 0.765\nsamples = 25\nvalue = [5, 1, 2, 8, 7, 2, 0, 0]"] ;
4187 -> 4188 ;
4189 [label="X[0] <= 21.355\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
4188 -> 4189 ;
4190 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
4189 -> 4190 ;
4191 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4189 -> 4191 ;
4192 [label="X[0] <= 21.385\ngini = 0.776\nsamples = 21\nvalue = [4, 1, 2, 7, 5, 2, 0, 0]"] ;
4188 -> 4192 ;
4193 [label="X[0] <= 21.375\ngini = 0.625\nsamples = 4\nvalue = [1, 1, 0, 2, 0, 0, 0, 0]"] ;
4192 -> 4193 ;
4194 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4193 -> 4194 ;
4195 [label="gini = 0.667\nsamples = 3\nvalue = [1, 1, 0, 1, 0, 0, 0, 0]"] ;
4193 -> 4195 ;
4196 [label="X[0] <= 21.395\ngini = 0.768\nsamples = 17\nvalue = [3, 0, 2, 5, 5, 2, 0, 0]"] ;
4192 -> 4196 ;
4197 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4196 -> 4197 ;
4198 [label="gini = 0.756\nsamples = 15\nvalue = [3, 0, 1, 5, 4, 2, 0, 0]"] ;
4196 -> 4198 ;
4199 [label="X[0] <= 21.465\ngini = 0.72\nsamples = 35\nvalue = [1, 2, 4, 14, 11, 2, 1, 0]"] ;
4187 -> 4199 ;
4200 [label="X[0] <= 21.425\ngini = 0.645\nsamples = 11\nvalue = [0, 0, 1, 4, 5, 1, 0, 0]"] ;
4199 -> 4200 ;
4201 [label="X[0] <= 21.415\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 3, 1, 0, 0, 0]"] ;
4200 -> 4201 ;
4202 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 1, 0, 0, 0]"] ;
4201 -> 4202 ;
4203 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4201 -> 4203 ;
4204 [label="X[0] <= 21.435\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 1, 4, 1, 0, 0]"] ;
4200 -> 4204 ;
4205 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4204 -> 4205 ;
4206 [label="X[0] <= 21.455\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
4204 -> 4206 ;
4207 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4206 -> 4207 ;
4208 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4206 -> 4208 ;
4209 [label="X[0] <= 21.475\ngini = 0.736\nsamples = 24\nvalue = [1, 2, 3, 10, 6, 1, 1, 0]"] ;
4199 -> 4209 ;
4210 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 3, 0, 0, 0, 0]"] ;
4209 -> 4210 ;
4211 [label="X[0] <= 21.485\ngini = 0.771\nsamples = 21\nvalue = [1, 2, 3, 7, 6, 1, 1, 0]"] ;
4209 -> 4211 ;
4212 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2, 0, 0, 0, 0, 0]"] ;
4211 -> 4212 ;
4213 [label="X[0] <= 21.495\ngini = 0.742\nsamples = 19\nvalue = [1, 2, 1, 7, 6, 1, 1, 0]"] ;
4211 -> 4213 ;
4214 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
4213 -> 4214 ;
4215 [label="gini = 0.747\nsamples = 15\nvalue = [0, 2, 1, 5, 5, 1, 1, 0]"] ;
4213 -> 4215 ;
4216 [label="X[0] <= 28.685\ngini = 0.764\nsamples = 627\nvalue = [49, 45, 55, 133, 251, 66, 17, 11]"] ;
3924 -> 4216 ;
4217 [label="X[0] <= 27.715\ngini = 0.76\nsamples = 518\nvalue = [39, 37, 53, 95, 215, 55, 14, 10]"] ;
4216 -> 4217 ;
4218 [label="X[0] <= 27.61\ngini = 0.776\nsamples = 384\nvalue = [30, 28, 36, 83, 146, 39, 14, 8]"] ;
4217 -> 4218 ;
4219 [label="X[0] <= 21.885\ngini = 0.772\nsamples = 370\nvalue = [29, 27, 34, 81, 143, 34, 14, 8]"] ;
4218 -> 4219 ;
4220 [label="X[0] <= 21.725\ngini = 0.758\nsamples = 62\nvalue = [9, 9, 3, 10, 25, 6, 0, 0]"] ;
4219 -> 4220 ;
4221 [label="X[0] <= 21.705\ngini = 0.7\nsamples = 39\nvalue = [3, 5, 2, 7, 19, 3, 0, 0]"] ;
4220 -> 4221 ;
4222 [label="X[0] <= 21.685\ngini = 0.719\nsamples = 37\nvalue = [3, 5, 2, 7, 17, 3, 0, 0]"] ;
4221 -> 4222 ;
4223 [label="X[0] <= 21.575\ngini = 0.683\nsamples = 29\nvalue = [2, 3, 2, 4, 15, 3, 0, 0]"] ;
4222 -> 4223 ;
4224 [label="X[0] <= 21.55\ngini = 0.691\nsamples = 9\nvalue = [1, 2, 0, 2, 4, 0, 0, 0]"] ;
4223 -> 4224 ;
4225 [label="X[0] <= 21.535\ngini = 0.5\nsamples = 6\nvalue = [1, 1, 0, 0, 4, 0, 0, 0]"] ;
4224 -> 4225 ;
4226 [label="X[0] <= 21.52\ngini = 0.375\nsamples = 4\nvalue = [0, 1, 0, 0, 3, 0, 0, 0]"] ;
4225 -> 4226 ;
4227 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4226 -> 4227 ;
4228 [label="gini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
4226 -> 4228 ;
4229 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4225 -> 4229 ;
4230 [label="X[0] <= 21.565\ngini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 2, 0, 0, 0, 0]"] ;
4224 -> 4230 ;
4231 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4230 -> 4231 ;
4232 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
4230 -> 4232 ;
4233 [label="X[0] <= 21.615\ngini = 0.65\nsamples = 20\nvalue = [1, 1, 2, 2, 11, 3, 0, 0]"] ;
4223 -> 4233 ;
4234 [label="X[0] <= 21.59\ngini = 0.583\nsamples = 12\nvalue = [0, 1, 1, 0, 7, 3, 0, 0]"] ;
4233 -> 4234 ;
4235 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4234 -> 4235 ;
4236 [label="X[0] <= 21.605\ngini = 0.612\nsamples = 11\nvalue = [0, 1, 1, 0, 6, 3, 0, 0]"] ;
4234 -> 4236 ;
4237 [label="gini = 0.64\nsamples = 10\nvalue = [0, 1, 1, 0, 5, 3, 0, 0]"] ;
4236 -> 4237 ;
4238 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4236 -> 4238 ;
4239 [label="X[0] <= 21.655\ngini = 0.656\nsamples = 8\nvalue = [1, 0, 1, 2, 4, 0, 0, 0]"] ;
4233 -> 4239 ;
4240 [label="X[0] <= 21.63\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 1, 2, 3, 0, 0, 0]"] ;
4239 -> 4240 ;
4241 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
4240 -> 4241 ;
4242 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4240 -> 4242 ;
4243 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4239 -> 4243 ;
4244 [label="gini = 0.719\nsamples = 8\nvalue = [1, 2, 0, 3, 2, 0, 0, 0]"] ;
4222 -> 4244 ;
4245 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4221 -> 4245 ;
4246 [label="X[0] <= 21.785\ngini = 0.798\nsamples = 23\nvalue = [6, 4, 1, 3, 6, 3, 0, 0]"] ;
4220 -> 4246 ;
4247 [label="X[0] <= 21.765\ngini = 0.612\nsamples = 7\nvalue = [4, 1, 0, 0, 1, 1, 0, 0]"] ;
4246 -> 4247 ;
4248 [label="X[0] <= 21.745\ngini = 0.75\nsamples = 4\nvalue = [1, 1, 0, 0, 1, 1, 0, 0]"] ;
4247 -> 4248 ;
4249 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 0, 1, 0, 0]"] ;
4248 -> 4249 ;
4250 [label="X[0] <= 21.755\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4248 -> 4250 ;
4251 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4250 -> 4251 ;
4252 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4250 -> 4252 ;
4253 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0, 0, 0, 0, 0, 0, 0]"] ;
4247 -> 4253 ;
4254 [label="X[0] <= 21.795\ngini = 0.797\nsamples = 16\nvalue = [2, 3, 1, 3, 5, 2, 0, 0]"] ;
4246 -> 4254 ;
4255 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4254 -> 4255 ;
4256 [label="X[0] <= 21.875\ngini = 0.791\nsamples = 15\nvalue = [2, 2, 1, 3, 5, 2, 0, 0]"] ;
4254 -> 4256 ;
4257 [label="X[0] <= 21.825\ngini = 0.776\nsamples = 14\nvalue = [2, 1, 1, 3, 5, 2, 0, 0]"] ;
4256 -> 4257 ;
4258 [label="X[0] <= 21.81\ngini = 0.793\nsamples = 11\nvalue = [2, 1, 1, 3, 3, 1, 0, 0]"] ;
4257 -> 4258 ;
4259 [label="gini = 0.78\nsamples = 10\nvalue = [1, 1, 1, 3, 3, 1, 0, 0]"] ;
4258 -> 4259 ;
4260 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4258 -> 4260 ;
4261 [label="X[0] <= 21.85\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4257 -> 4261 ;
4262 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4261 -> 4262 ;
4263 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4261 -> 4263 ;
4264 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4256 -> 4264 ;
4265 [label="X[0] <= 27.18\ngini = 0.771\nsamples = 308\nvalue = [20, 18, 31, 71, 118, 28, 14, 8]"] ;
4219 -> 4265 ;
4266 [label="X[0] <= 26.785\ngini = 0.776\nsamples = 261\nvalue = [20, 16, 26, 63, 96, 24, 11, 5]"] ;
4265 -> 4266 ;
4267 [label="X[0] <= 26.625\ngini = 0.765\nsamples = 244\nvalue = [17, 14, 23, 59, 94, 24, 9, 4]"] ;
4266 -> 4267 ;
4268 [label="X[0] <= 26.325\ngini = 0.769\nsamples = 237\nvalue = [17, 14, 23, 55, 91, 24, 9, 4]"] ;
4267 -> 4268 ;
4269 [label="X[0] <= 25.665\ngini = 0.771\nsamples = 227\nvalue = [17, 13, 23, 55, 85, 22, 8, 4]"] ;
4268 -> 4269 ;
4270 [label="X[0] <= 25.245\ngini = 0.763\nsamples = 199\nvalue = [14, 12, 22, 45, 78, 20, 6, 2]"] ;
4269 -> 4270 ;
4271 [label="X[0] <= 25.055\ngini = 0.777\nsamples = 177\nvalue = [13, 11, 19, 43, 64, 19, 6, 2]"] ;
4270 -> 4271 ;
4272 [label="X[0] <= 24.47\ngini = 0.772\nsamples = 171\nvalue = [13, 11, 17, 40, 64, 19, 5, 2]"] ;
4271 -> 4272 ;
4273 [label="X[0] <= 24.345\ngini = 0.772\nsamples = 143\nvalue = [9, 10, 13, 38, 51, 16, 4, 2]"] ;
4272 -> 4273 ;
4274 [label="X[0] <= 21.895\ngini = 0.765\nsamples = 139\nvalue = [9, 9, 13, 37, 51, 15, 3, 2]"] ;
4273 -> 4274 ;
4275 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
4274 -> 4275 ;
4276 [label="X[0] <= 22.08\ngini = 0.762\nsamples = 137\nvalue = [9, 9, 13, 36, 51, 15, 2, 2]"] ;
4274 -> 4276 ;
4277 [label="X[0] <= 21.995\ngini = 0.699\nsamples = 32\nvalue = [3, 2, 1, 8, 15, 2, 1, 0]"] ;
4276 -> 4277 ;
4278 [label="X[0] <= 21.945\ngini = 0.741\nsamples = 18\nvalue = [1, 2, 0, 5, 7, 2, 1, 0]"] ;
4277 -> 4278 ;
4279 [label="X[0] <= 21.915\ngini = 0.673\nsamples = 14\nvalue = [1, 1, 0, 3, 7, 2, 0, 0]"] ;
4278 -> 4279 ;
4280 [label="X[0] <= 21.905\ngini = 0.612\nsamples = 11\nvalue = [1, 0, 0, 3, 6, 1, 0, 0]"] ;
4279 -> 4280 ;
4281 [label="gini = 0.617\nsamples = 9\nvalue = [1, 0, 0, 2, 5, 1, 0, 0]"] ;
4280 -> 4281 ;
4282 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4280 -> 4282 ;
4283 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 0, 1, 1, 0, 0]"] ;
4279 -> 4283 ;
4284 [label="X[0] <= 21.975\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 0, 0, 1, 0]"] ;
4278 -> 4284 ;
4285 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
4284 -> 4285 ;
4286 [label="X[0] <= 21.985\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
4284 -> 4286 ;
4287 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4286 -> 4287 ;
4288 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4286 -> 4288 ;
4289 [label="X[0] <= 22.035\ngini = 0.602\nsamples = 14\nvalue = [2, 0, 1, 3, 8, 0, 0, 0]"] ;
4277 -> 4289 ;
4290 [label="X[0] <= 22.015\ngini = 0.519\nsamples = 9\nvalue = [1, 0, 1, 1, 6, 0, 0, 0]"] ;
4289 -> 4290 ;
4291 [label="gini = 0.562\nsamples = 8\nvalue = [1, 0, 1, 1, 5, 0, 0, 0]"] ;
4290 -> 4291 ;
4292 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4290 -> 4292 ;
4293 [label="X[0] <= 22.055\ngini = 0.64\nsamples = 5\nvalue = [1, 0, 0, 2, 2, 0, 0, 0]"] ;
4289 -> 4293 ;
4294 [label="X[0] <= 22.045\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
4293 -> 4294 ;
4295 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 1, 1, 0, 0, 0]"] ;
4294 -> 4295 ;
4296 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4294 -> 4296 ;
4297 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4293 -> 4297 ;
4298 [label="X[0] <= 22.165\ngini = 0.775\nsamples = 105\nvalue = [6, 7, 12, 28, 36, 13, 1, 2]"] ;
4276 -> 4298 ;
4299 [label="X[0] <= 22.115\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 3, 1, 0, 0, 0, 1]"] ;
4298 -> 4299 ;
4300 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 0, 0, 1]"] ;
4299 -> 4300 ;
4301 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2, 0, 0, 0, 0, 0]"] ;
4299 -> 4301 ;
4302 [label="X[0] <= 22.195\ngini = 0.764\nsamples = 100\nvalue = [6, 7, 9, 27, 36, 13, 1, 1]"] ;
4298 -> 4302 ;
4303 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4302 -> 4303 ;
4304 [label="X[0] <= 23.65\ngini = 0.762\nsamples = 99\nvalue = [6, 7, 9, 27, 36, 12, 1, 1]"] ;
4302 -> 4304 ;
4305 [label="X[0] <= 23.35\ngini = 0.781\nsamples = 74\nvalue = [4, 6, 7, 20, 24, 11, 1, 1]"] ;
4304 -> 4305 ;
4306 [label="X[0] <= 23.045\ngini = 0.778\nsamples = 69\nvalue = [4, 5, 7, 17, 24, 10, 1, 1]"] ;
4305 -> 4306 ;
4307 [label="X[0] <= 22.695\ngini = 0.791\nsamples = 56\nvalue = [3, 4, 7, 15, 17, 8, 1, 1]"] ;
4306 -> 4307 ;
4308 [label="X[0] <= 22.615\ngini = 0.755\nsamples = 45\nvalue = [1, 4, 3, 12, 17, 6, 1, 1]"] ;
4307 -> 4308 ;
4309 [label="X[0] <= 22.575\ngini = 0.771\nsamples = 42\nvalue = [1, 4, 3, 12, 14, 6, 1, 1]"] ;
4308 -> 4309 ;
4310 [label="X[0] <= 22.47\ngini = 0.775\nsamples = 40\nvalue = [1, 4, 3, 10, 14, 6, 1, 1]"] ;
4309 -> 4310 ;
4311 [label="X[0] <= 22.41\ngini = 0.782\nsamples = 33\nvalue = [1, 3, 3, 10, 10, 4, 1, 1]"] ;
4310 -> 4311 ;
4312 [label="X[0] <= 22.265\ngini = 0.763\nsamples = 28\nvalue = [1, 2, 1, 9, 9, 4, 1, 1]"] ;
4311 -> 4312 ;
4313 [label="X[0] <= 22.225\ngini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 2, 3, 0, 0, 0]"] ;
4312 -> 4313 ;
4314 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
4313 -> 4314 ;
4315 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4313 -> 4315 ;
4316 [label="X[0] <= 22.285\ngini = 0.777\nsamples = 22\nvalue = [0, 2, 1, 7, 6, 4, 1, 1]"] ;
4312 -> 4316 ;
4317 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 1, 0, 0]"] ;
4316 -> 4317 ;
4318 [label="X[0] <= 22.395\ngini = 0.759\nsamples = 19\nvalue = [0, 2, 0, 6, 6, 3, 1, 1]"] ;
4316 -> 4318 ;
4319 [label="X[0] <= 22.38\ngini = 0.66\nsamples = 10\nvalue = [0, 1, 0, 4, 4, 1, 0, 0]"] ;
4318 -> 4319 ;
4320 [label="X[0] <= 22.345\ngini = 0.667\nsamples = 9\nvalue = [0, 1, 0, 4, 3, 1, 0, 0]"] ;
4319 -> 4320 ;
4321 [label="X[0] <= 22.31\ngini = 0.694\nsamples = 7\nvalue = [0, 1, 0, 2, 3, 1, 0, 0]"] ;
4320 -> 4321 ;
4322 [label="gini = 0.722\nsamples = 6\nvalue = [0, 1, 0, 2, 2, 1, 0, 0]"] ;
4321 -> 4322 ;
4323 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4321 -> 4323 ;
4324 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4320 -> 4324 ;
4325 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4319 -> 4325 ;
4326 [label="gini = 0.815\nsamples = 9\nvalue = [0, 1, 0, 2, 2, 2, 1, 1]"] ;
4318 -> 4326 ;
4327 [label="X[0] <= 22.45\ngini = 0.72\nsamples = 5\nvalue = [0, 1, 2, 1, 1, 0, 0, 0]"] ;
4311 -> 4327 ;
4328 [label="X[0] <= 22.425\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 2, 0, 1, 0, 0, 0]"] ;
4327 -> 4328 ;
4329 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4328 -> 4329 ;
4330 [label="X[0] <= 22.435\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 1, 0, 0, 0, 0, 0]"] ;
4328 -> 4330 ;
4331 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4330 -> 4331 ;
4332 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4330 -> 4332 ;
4333 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4327 -> 4333 ;
4334 [label="X[0] <= 22.495\ngini = 0.571\nsamples = 7\nvalue = [0, 1, 0, 0, 4, 2, 0, 0]"] ;
4310 -> 4334 ;
4335 [label="X[0] <= 22.485\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 0, 1, 1, 0, 0]"] ;
4334 -> 4335 ;
4336 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4335 -> 4336 ;
4337 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 1, 0, 0]"] ;
4335 -> 4337 ;
4338 [label="X[0] <= 22.535\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 1, 0, 0]"] ;
4334 -> 4338 ;
4339 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4338 -> 4339 ;
4340 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4338 -> 4340 ;
4341 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4309 -> 4341 ;
4342 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
4308 -> 4342 ;
4343 [label="X[0] <= 22.825\ngini = 0.727\nsamples = 11\nvalue = [2, 0, 4, 3, 0, 2, 0, 0]"] ;
4307 -> 4343 ;
4344 [label="X[0] <= 22.75\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 0, 1, 0, 0]"] ;
4343 -> 4344 ;
4345 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
4344 -> 4345 ;
4346 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4344 -> 4346 ;
4347 [label="X[0] <= 22.875\ngini = 0.694\nsamples = 7\nvalue = [2, 0, 3, 1, 0, 1, 0, 0]"] ;
4343 -> 4347 ;
4348 [label="gini = 0.444\nsamples = 3\nvalue = [2, 0, 1, 0, 0, 0, 0, 0]"] ;
4347 -> 4348 ;
4349 [label="X[0] <= 22.91\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 2, 1, 0, 1, 0, 0]"] ;
4347 -> 4349 ;
4350 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4349 -> 4350 ;
4351 [label="X[0] <= 22.975\ngini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 1, 0, 0]"] ;
4349 -> 4351 ;
4352 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4351 -> 4352 ;
4353 [label="X[0] <= 23.035\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 0, 1, 0, 0]"] ;
4351 -> 4353 ;
4354 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4353 -> 4354 ;
4355 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4353 -> 4355 ;
4356 [label="X[0] <= 23.28\ngini = 0.651\nsamples = 13\nvalue = [1, 1, 0, 2, 7, 2, 0, 0]"] ;
4306 -> 4356 ;
4357 [label="X[0] <= 23.185\ngini = 0.494\nsamples = 9\nvalue = [0, 0, 0, 2, 6, 1, 0, 0]"] ;
4356 -> 4357 ;
4358 [label="X[0] <= 23.075\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
4357 -> 4358 ;
4359 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4358 -> 4359 ;
4360 [label="X[0] <= 23.135\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
4358 -> 4360 ;
4361 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4360 -> 4361 ;
4362 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4360 -> 4362 ;
4363 [label="X[0] <= 23.225\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 2, 1, 0, 0]"] ;
4357 -> 4363 ;
4364 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4363 -> 4364 ;
4365 [label="X[0] <= 23.26\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4363 -> 4365 ;
4366 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4365 -> 4366 ;
4367 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4365 -> 4367 ;
4368 [label="X[0] <= 23.295\ngini = 0.75\nsamples = 4\nvalue = [1, 1, 0, 0, 1, 1, 0, 0]"] ;
4356 -> 4368 ;
4369 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4368 -> 4369 ;
4370 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 1, 0, 0]"] ;
4368 -> 4370 ;
4371 [label="X[0] <= 23.495\ngini = 0.56\nsamples = 5\nvalue = [0, 1, 0, 3, 0, 1, 0, 0]"] ;
4305 -> 4371 ;
4372 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4371 -> 4372 ;
4373 [label="X[0] <= 23.565\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 0, 1, 0, 0]"] ;
4371 -> 4373 ;
4374 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 1, 0, 0]"] ;
4373 -> 4374 ;
4375 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4373 -> 4375 ;
4376 [label="X[0] <= 23.705\ngini = 0.675\nsamples = 25\nvalue = [2, 1, 2, 7, 12, 1, 0, 0]"] ;
4304 -> 4376 ;
4377 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
4376 -> 4377 ;
4378 [label="X[0] <= 23.755\ngini = 0.711\nsamples = 22\nvalue = [2, 1, 2, 7, 9, 1, 0, 0]"] ;
4376 -> 4378 ;
4379 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4378 -> 4379 ;
4380 [label="X[0] <= 23.88\ngini = 0.712\nsamples = 21\nvalue = [2, 1, 2, 6, 9, 1, 0, 0]"] ;
4378 -> 4380 ;
4381 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4380 -> 4381 ;
4382 [label="X[0] <= 23.895\ngini = 0.737\nsamples = 19\nvalue = [2, 1, 2, 6, 7, 1, 0, 0]"] ;
4380 -> 4382 ;
4383 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4382 -> 4383 ;
4384 [label="X[0] <= 23.915\ngini = 0.71\nsamples = 18\nvalue = [2, 1, 2, 6, 7, 0, 0, 0]"] ;
4382 -> 4384 ;
4385 [label="gini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 2, 1, 0, 0, 0]"] ;
4384 -> 4385 ;
4386 [label="X[0] <= 23.965\ngini = 0.694\nsamples = 14\nvalue = [2, 0, 2, 4, 6, 0, 0, 0]"] ;
4384 -> 4386 ;
4387 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4386 -> 4387 ;
4388 [label="X[0] <= 24.02\ngini = 0.663\nsamples = 13\nvalue = [2, 0, 1, 4, 6, 0, 0, 0]"] ;
4386 -> 4388 ;
4389 [label="X[0] <= 24.005\ngini = 0.375\nsamples = 4\nvalue = [1, 0, 0, 0, 3, 0, 0, 0]"] ;
4388 -> 4389 ;
4390 [label="gini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 0, 2, 0, 0, 0]"] ;
4389 -> 4390 ;
4391 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4389 -> 4391 ;
4392 [label="X[0] <= 24.32\ngini = 0.667\nsamples = 9\nvalue = [1, 0, 1, 4, 3, 0, 0, 0]"] ;
4388 -> 4392 ;
4393 [label="X[0] <= 24.195\ngini = 0.656\nsamples = 8\nvalue = [1, 0, 1, 4, 2, 0, 0, 0]"] ;
4392 -> 4393 ;
4394 [label="X[0] <= 24.065\ngini = 0.64\nsamples = 5\nvalue = [0, 0, 1, 2, 2, 0, 0, 0]"] ;
4393 -> 4394 ;
4395 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4394 -> 4395 ;
4396 [label="X[0] <= 24.145\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 1, 2, 0, 0, 0]"] ;
4394 -> 4396 ;
4397 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
4396 -> 4397 ;
4398 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4396 -> 4398 ;
4399 [label="X[0] <= 24.235\ngini = 0.444\nsamples = 3\nvalue = [1, 0, 0, 2, 0, 0, 0, 0]"] ;
4393 -> 4399 ;
4400 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4399 -> 4400 ;
4401 [label="X[0] <= 24.285\ngini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 1, 0, 0, 0, 0]"] ;
4399 -> 4401 ;
4402 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4401 -> 4402 ;
4403 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4401 -> 4403 ;
4404 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4392 -> 4404 ;
4405 [label="X[0] <= 24.375\ngini = 0.75\nsamples = 4\nvalue = [0, 1, 0, 1, 0, 1, 1, 0]"] ;
4273 -> 4405 ;
4406 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4405 -> 4406 ;
4407 [label="X[0] <= 24.41\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 0, 1, 0, 0]"] ;
4405 -> 4407 ;
4408 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4407 -> 4408 ;
4409 [label="X[0] <= 24.43\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
4407 -> 4409 ;
4410 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4409 -> 4410 ;
4411 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4409 -> 4411 ;
4412 [label="X[0] <= 24.515\ngini = 0.724\nsamples = 28\nvalue = [4, 1, 4, 2, 13, 3, 1, 0]"] ;
4272 -> 4412 ;
4413 [label="gini = 0.64\nsamples = 5\nvalue = [2, 0, 0, 0, 2, 1, 0, 0]"] ;
4412 -> 4413 ;
4414 [label="X[0] <= 24.765\ngini = 0.715\nsamples = 23\nvalue = [2, 1, 4, 2, 11, 2, 1, 0]"] ;
4412 -> 4414 ;
4415 [label="X[0] <= 24.585\ngini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 0, 5, 1, 1, 0]"] ;
4414 -> 4415 ;
4416 [label="X[0] <= 24.55\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4415 -> 4416 ;
4417 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4416 -> 4417 ;
4418 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4416 -> 4418 ;
4419 [label="X[0] <= 24.65\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 0, 4, 1, 1, 0]"] ;
4415 -> 4419 ;
4420 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4419 -> 4420 ;
4421 [label="X[0] <= 24.705\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 1, 1, 0]"] ;
4419 -> 4421 ;
4422 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4421 -> 4422 ;
4423 [label="X[0] <= 24.72\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
4421 -> 4423 ;
4424 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4423 -> 4424 ;
4425 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4423 -> 4425 ;
4426 [label="X[0] <= 24.815\ngini = 0.756\nsamples = 15\nvalue = [2, 1, 3, 2, 6, 1, 0, 0]"] ;
4414 -> 4426 ;
4427 [label="X[0] <= 24.805\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 2, 1, 0, 0, 0, 0]"] ;
4426 -> 4427 ;
4428 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
4427 -> 4428 ;
4429 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 1, 0, 0, 0, 0, 0]"] ;
4427 -> 4429 ;
4430 [label="X[0] <= 24.905\ngini = 0.661\nsamples = 11\nvalue = [1, 1, 1, 1, 6, 1, 0, 0]"] ;
4426 -> 4430 ;
4431 [label="X[0] <= 24.865\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 0, 4, 1, 0, 0]"] ;
4430 -> 4431 ;
4432 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4431 -> 4432 ;
4433 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4431 -> 4433 ;
4434 [label="X[0] <= 25.005\ngini = 0.778\nsamples = 6\nvalue = [1, 1, 1, 1, 2, 0, 0, 0]"] ;
4430 -> 4434 ;
4435 [label="X[0] <= 24.955\ngini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 1, 0, 0, 0, 0]"] ;
4434 -> 4435 ;
4436 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4435 -> 4436 ;
4437 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 1, 0, 0, 0, 0, 0]"] ;
4435 -> 4437 ;
4438 [label="X[0] <= 25.025\ngini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
4434 -> 4438 ;
4439 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4438 -> 4439 ;
4440 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4438 -> 4440 ;
4441 [label="X[0] <= 25.12\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 2, 3, 0, 0, 1, 0]"] ;
4271 -> 4441 ;
4442 [label="X[0] <= 25.085\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 2, 1, 0, 0, 1, 0]"] ;
4441 -> 4442 ;
4443 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4442 -> 4443 ;
4444 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 0, 1, 0]"] ;
4442 -> 4444 ;
4445 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4441 -> 4445 ;
4446 [label="X[0] <= 25.36\ngini = 0.562\nsamples = 22\nvalue = [1, 1, 3, 2, 14, 1, 0, 0]"] ;
4270 -> 4446 ;
4447 [label="X[0] <= 25.29\ngini = 0.37\nsamples = 9\nvalue = [0, 0, 1, 0, 7, 1, 0, 0]"] ;
4446 -> 4447 ;
4448 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4447 -> 4448 ;
4449 [label="X[0] <= 25.31\ngini = 0.449\nsamples = 7\nvalue = [0, 0, 1, 0, 5, 1, 0, 0]"] ;
4447 -> 4449 ;
4450 [label="gini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 0, 3, 1, 0, 0]"] ;
4449 -> 4450 ;
4451 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4449 -> 4451 ;
4452 [label="X[0] <= 25.395\ngini = 0.651\nsamples = 13\nvalue = [1, 1, 2, 2, 7, 0, 0, 0]"] ;
4446 -> 4452 ;
4453 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4452 -> 4453 ;
4454 [label="X[0] <= 25.585\ngini = 0.545\nsamples = 11\nvalue = [1, 1, 2, 0, 7, 0, 0, 0]"] ;
4452 -> 4454 ;
4455 [label="X[0] <= 25.49\ngini = 0.494\nsamples = 9\nvalue = [0, 1, 2, 0, 6, 0, 0, 0]"] ;
4454 -> 4455 ;
4456 [label="X[0] <= 25.42\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 1, 0, 4, 0, 0, 0]"] ;
4455 -> 4456 ;
4457 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
4456 -> 4457 ;
4458 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4456 -> 4458 ;
4459 [label="X[0] <= 25.535\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 1, 0, 2, 0, 0, 0]"] ;
4455 -> 4459 ;
4460 [label="gini = 0.667\nsamples = 3\nvalue = [0, 1, 1, 0, 1, 0, 0, 0]"] ;
4459 -> 4460 ;
4461 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4459 -> 4461 ;
4462 [label="X[0] <= 25.625\ngini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4454 -> 4462 ;
4463 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4462 -> 4463 ;
4464 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4462 -> 4464 ;
4465 [label="X[0] <= 26.05\ngini = 0.781\nsamples = 28\nvalue = [3, 1, 1, 10, 7, 2, 2, 2]"] ;
4269 -> 4465 ;
4466 [label="X[0] <= 25.905\ngini = 0.727\nsamples = 11\nvalue = [1, 1, 1, 5, 0, 0, 2, 1]"] ;
4465 -> 4466 ;
4467 [label="X[0] <= 25.69\ngini = 0.642\nsamples = 9\nvalue = [1, 0, 1, 5, 0, 0, 1, 1]"] ;
4466 -> 4467 ;
4468 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4467 -> 4468 ;
4469 [label="X[0] <= 25.75\ngini = 0.562\nsamples = 8\nvalue = [0, 0, 1, 5, 0, 0, 1, 1]"] ;
4467 -> 4469 ;
4470 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
4469 -> 4470 ;
4471 [label="X[0] <= 25.81\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 1, 4, 0, 0, 0, 1]"] ;
4469 -> 4471 ;
4472 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 0, 0, 0, 1]"] ;
4471 -> 4472 ;
4473 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4471 -> 4473 ;
4474 [label="X[0] <= 25.975\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 0, 1, 0]"] ;
4466 -> 4474 ;
4475 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4474 -> 4475 ;
4476 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4474 -> 4476 ;
4477 [label="X[0] <= 26.13\ngini = 0.713\nsamples = 17\nvalue = [2, 0, 0, 5, 7, 2, 0, 1]"] ;
4465 -> 4477 ;
4478 [label="X[0] <= 26.065\ngini = 0.5\nsamples = 6\nvalue = [1, 0, 0, 0, 4, 1, 0, 0]"] ;
4477 -> 4478 ;
4479 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4478 -> 4479 ;
4480 [label="X[0] <= 26.085\ngini = 0.32\nsamples = 5\nvalue = [1, 0, 0, 0, 4, 0, 0, 0]"] ;
4478 -> 4480 ;
4481 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4480 -> 4481 ;
4482 [label="gini = 0.375\nsamples = 4\nvalue = [1, 0, 0, 0, 3, 0, 0, 0]"] ;
4480 -> 4482 ;
4483 [label="X[0] <= 26.255\ngini = 0.694\nsamples = 11\nvalue = [1, 0, 0, 5, 3, 1, 0, 1]"] ;
4477 -> 4483 ;
4484 [label="X[0] <= 26.185\ngini = 0.5\nsamples = 6\nvalue = [0, 0, 0, 4, 1, 0, 0, 1]"] ;
4483 -> 4484 ;
4485 [label="X[0] <= 26.165\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4484 -> 4485 ;
4486 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4485 -> 4486 ;
4487 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4485 -> 4487 ;
4488 [label="X[0] <= 26.225\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 0, 0, 0, 1]"] ;
4484 -> 4488 ;
4489 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 0, 0, 1]"] ;
4488 -> 4489 ;
4490 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4488 -> 4490 ;
4491 [label="X[0] <= 26.265\ngini = 0.72\nsamples = 5\nvalue = [1, 0, 0, 1, 2, 1, 0, 0]"] ;
4483 -> 4491 ;
4492 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4491 -> 4492 ;
4493 [label="X[0] <= 26.285\ngini = 0.667\nsamples = 3\nvalue = [0, 0, 0, 1, 1, 1, 0, 0]"] ;
4491 -> 4493 ;
4494 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4493 -> 4494 ;
4495 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4493 -> 4495 ;
4496 [label="X[0] <= 26.55\ngini = 0.58\nsamples = 10\nvalue = [0, 1, 0, 0, 6, 2, 1, 0]"] ;
4268 -> 4496 ;
4497 [label="X[0] <= 26.46\ngini = 0.5\nsamples = 6\nvalue = [0, 1, 0, 0, 4, 0, 1, 0]"] ;
4496 -> 4497 ;
4498 [label="X[0] <= 26.41\ngini = 0.625\nsamples = 4\nvalue = [0, 1, 0, 0, 2, 0, 1, 0]"] ;
4497 -> 4498 ;
4499 [label="X[0] <= 26.375\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 0, 1, 0]"] ;
4498 -> 4499 ;
4500 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4499 -> 4500 ;
4501 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
4499 -> 4501 ;
4502 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4498 -> 4502 ;
4503 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4497 -> 4503 ;
4504 [label="gini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 2, 0, 0]"] ;
4496 -> 4504 ;
4505 [label="X[0] <= 26.69\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 0, 4, 3, 0, 0, 0]"] ;
4267 -> 4505 ;
4506 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4505 -> 4506 ;
4507 [label="X[0] <= 26.76\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 2, 3, 0, 0, 0]"] ;
4505 -> 4507 ;
4508 [label="X[0] <= 26.725\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
4507 -> 4508 ;
4509 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4508 -> 4509 ;
4510 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4508 -> 4510 ;
4511 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4507 -> 4511 ;
4512 [label="X[0] <= 27.09\ngini = 0.837\nsamples = 17\nvalue = [3, 2, 3, 4, 2, 0, 2, 1]"] ;
4266 -> 4512 ;
4513 [label="X[0] <= 26.84\ngini = 0.792\nsamples = 12\nvalue = [3, 1, 3, 3, 1, 0, 0, 1]"] ;
4512 -> 4513 ;
4514 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4513 -> 4514 ;
4515 [label="X[0] <= 26.905\ngini = 0.76\nsamples = 11\nvalue = [3, 0, 3, 3, 1, 0, 0, 1]"] ;
4513 -> 4515 ;
4516 [label="X[0] <= 26.89\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 2, 0, 0, 0, 1]"] ;
4515 -> 4516 ;
4517 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4516 -> 4517 ;
4518 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 0, 0, 0, 1]"] ;
4516 -> 4518 ;
4519 [label="X[0] <= 26.915\ngini = 0.694\nsamples = 7\nvalue = [3, 0, 2, 1, 1, 0, 0, 0]"] ;
4515 -> 4519 ;
4520 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4519 -> 4520 ;
4521 [label="X[0] <= 26.94\ngini = 0.722\nsamples = 6\nvalue = [2, 0, 2, 1, 1, 0, 0, 0]"] ;
4519 -> 4521 ;
4522 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4521 -> 4522 ;
4523 [label="X[0] <= 26.98\ngini = 0.72\nsamples = 5\nvalue = [2, 0, 1, 1, 1, 0, 0, 0]"] ;
4521 -> 4523 ;
4524 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 1, 0, 0, 0, 0]"] ;
4523 -> 4524 ;
4525 [label="X[0] <= 27.04\ngini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
4523 -> 4525 ;
4526 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4525 -> 4526 ;
4527 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4525 -> 4527 ;
4528 [label="X[0] <= 27.135\ngini = 0.72\nsamples = 5\nvalue = [0, 1, 0, 1, 1, 0, 2, 0]"] ;
4512 -> 4528 ;
4529 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 0, 1, 1, 0, 2, 0]"] ;
4528 -> 4529 ;
4530 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4528 -> 4530 ;
4531 [label="X[0] <= 27.405\ngini = 0.723\nsamples = 47\nvalue = [0, 2, 5, 8, 22, 4, 3, 3]"] ;
4265 -> 4531 ;
4532 [label="X[0] <= 27.395\ngini = 0.694\nsamples = 21\nvalue = [0, 1, 5, 0, 10, 2, 1, 2]"] ;
4531 -> 4532 ;
4533 [label="X[0] <= 27.32\ngini = 0.644\nsamples = 17\nvalue = [0, 0, 4, 0, 9, 1, 1, 2]"] ;
4532 -> 4533 ;
4534 [label="X[0] <= 27.305\ngini = 0.675\nsamples = 13\nvalue = [0, 0, 4, 0, 6, 1, 1, 1]"] ;
4533 -> 4534 ;
4535 [label="X[0] <= 27.295\ngini = 0.645\nsamples = 11\nvalue = [0, 0, 2, 0, 6, 1, 1, 1]"] ;
4534 -> 4535 ;
4536 [label="X[0] <= 27.195\ngini = 0.612\nsamples = 7\nvalue = [0, 0, 1, 0, 4, 1, 1, 0]"] ;
4535 -> 4536 ;
4537 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4536 -> 4537 ;
4538 [label="X[0] <= 27.245\ngini = 0.667\nsamples = 6\nvalue = [0, 0, 1, 0, 3, 1, 1, 0]"] ;
4536 -> 4538 ;
4539 [label="gini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 0, 2, 1, 1, 0]"] ;
4538 -> 4539 ;
4540 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4538 -> 4540 ;
4541 [label="gini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 0, 2, 0, 0, 1]"] ;
4535 -> 4541 ;
4542 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 2, 0, 0, 0, 0, 0]"] ;
4534 -> 4542 ;
4543 [label="X[0] <= 27.36\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 0, 1]"] ;
4533 -> 4543 ;
4544 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4543 -> 4544 ;
4545 [label="X[0] <= 27.38\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 0, 1]"] ;
4543 -> 4545 ;
4546 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 0, 1]"] ;
4545 -> 4546 ;
4547 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4545 -> 4547 ;
4548 [label="gini = 0.75\nsamples = 4\nvalue = [0, 1, 1, 0, 1, 1, 0, 0]"] ;
4532 -> 4548 ;
4549 [label="X[0] <= 27.415\ngini = 0.678\nsamples = 26\nvalue = [0, 1, 0, 8, 12, 2, 2, 1]"] ;
4531 -> 4549 ;
4550 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4549 -> 4550 ;
4551 [label="X[0] <= 27.495\ngini = 0.67\nsamples = 24\nvalue = [0, 1, 0, 6, 12, 2, 2, 1]"] ;
4549 -> 4551 ;
4552 [label="X[0] <= 27.45\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 1, 0]"] ;
4551 -> 4552 ;
4553 [label="X[0] <= 27.43\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 1, 0]"] ;
4552 -> 4553 ;
4554 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4553 -> 4554 ;
4555 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4553 -> 4555 ;
4556 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4552 -> 4556 ;
4557 [label="X[0] <= 27.555\ngini = 0.69\nsamples = 20\nvalue = [0, 1, 0, 6, 9, 2, 1, 1]"] ;
4551 -> 4557 ;
4558 [label="X[0] <= 27.525\ngini = 0.612\nsamples = 11\nvalue = [0, 0, 0, 3, 6, 1, 0, 1]"] ;
4557 -> 4558 ;
4559 [label="X[0] <= 27.51\ngini = 0.612\nsamples = 7\nvalue = [0, 0, 0, 3, 3, 1, 0, 0]"] ;
4558 -> 4559 ;
4560 [label="gini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 2, 3, 1, 0, 0]"] ;
4559 -> 4560 ;
4561 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4559 -> 4561 ;
4562 [label="X[0] <= 27.545\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 0, 3, 0, 0, 1]"] ;
4558 -> 4562 ;
4563 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4562 -> 4563 ;
4564 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 0, 0, 1]"] ;
4562 -> 4564 ;
4565 [label="X[0] <= 27.58\ngini = 0.741\nsamples = 9\nvalue = [0, 1, 0, 3, 3, 1, 1, 0]"] ;
4557 -> 4565 ;
4566 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4565 -> 4566 ;
4567 [label="gini = 0.75\nsamples = 8\nvalue = [0, 1, 0, 2, 3, 1, 1, 0]"] ;
4565 -> 4567 ;
4568 [label="X[0] <= 27.67\ngini = 0.776\nsamples = 14\nvalue = [1, 1, 2, 2, 3, 5, 0, 0]"] ;
4218 -> 4568 ;
4569 [label="X[0] <= 27.625\ngini = 0.444\nsamples = 6\nvalue = [0, 0, 0, 0, 2, 4, 0, 0]"] ;
4568 -> 4569 ;
4570 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4569 -> 4570 ;
4571 [label="X[0] <= 27.635\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 0, 2, 3, 0, 0]"] ;
4569 -> 4571 ;
4572 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4571 -> 4572 ;
4573 [label="X[0] <= 27.65\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 1, 2, 0, 0]"] ;
4571 -> 4573 ;
4574 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4573 -> 4574 ;
4575 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4573 -> 4575 ;
4576 [label="X[0] <= 27.69\ngini = 0.812\nsamples = 8\nvalue = [1, 1, 2, 2, 1, 1, 0, 0]"] ;
4568 -> 4576 ;
4577 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4576 -> 4577 ;
4578 [label="X[0] <= 27.705\ngini = 0.778\nsamples = 6\nvalue = [1, 1, 1, 2, 0, 1, 0, 0]"] ;
4576 -> 4578 ;
4579 [label="gini = 0.72\nsamples = 5\nvalue = [1, 1, 0, 2, 0, 1, 0, 0]"] ;
4578 -> 4579 ;
4580 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4578 -> 4580 ;
4581 [label="X[0] <= 27.995\ngini = 0.687\nsamples = 134\nvalue = [9, 9, 17, 12, 69, 16, 0, 2]"] ;
4217 -> 4581 ;
4582 [label="X[0] <= 27.945\ngini = 0.656\nsamples = 39\nvalue = [0, 4, 9, 0, 20, 5, 0, 1]"] ;
4581 -> 4582 ;
4583 [label="X[0] <= 27.745\ngini = 0.664\nsamples = 31\nvalue = [0, 4, 5, 0, 16, 5, 0, 1]"] ;
4582 -> 4583 ;
4584 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4583 -> 4584 ;
4585 [label="X[0] <= 27.91\ngini = 0.687\nsamples = 29\nvalue = [0, 4, 5, 0, 14, 5, 0, 1]"] ;
4583 -> 4585 ;
4586 [label="X[0] <= 27.89\ngini = 0.701\nsamples = 26\nvalue = [0, 4, 5, 0, 12, 4, 0, 1]"] ;
4585 -> 4586 ;
4587 [label="X[0] <= 27.81\ngini = 0.617\nsamples = 16\nvalue = [0, 2, 3, 0, 9, 2, 0, 0]"] ;
4586 -> 4587 ;
4588 [label="X[0] <= 27.785\ngini = 0.678\nsamples = 11\nvalue = [0, 1, 3, 0, 5, 2, 0, 0]"] ;
4587 -> 4588 ;
4589 [label="X[0] <= 27.765\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 1, 0, 3, 1, 0, 0]"] ;
4588 -> 4589 ;
4590 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4589 -> 4590 ;
4591 [label="X[0] <= 27.775\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4589 -> 4591 ;
4592 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4591 -> 4592 ;
4593 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4591 -> 4593 ;
4594 [label="X[0] <= 27.795\ngini = 0.722\nsamples = 6\nvalue = [0, 1, 2, 0, 2, 1, 0, 0]"] ;
4588 -> 4594 ;
4595 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4594 -> 4595 ;
4596 [label="gini = 0.72\nsamples = 5\nvalue = [0, 1, 1, 0, 2, 1, 0, 0]"] ;
4594 -> 4596 ;
4597 [label="X[0] <= 27.825\ngini = 0.32\nsamples = 5\nvalue = [0, 1, 0, 0, 4, 0, 0, 0]"] ;
4587 -> 4597 ;
4598 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4597 -> 4598 ;
4599 [label="X[0] <= 27.85\ngini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
4597 -> 4599 ;
4600 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4599 -> 4600 ;
4601 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4599 -> 4601 ;
4602 [label="gini = 0.78\nsamples = 10\nvalue = [0, 2, 2, 0, 3, 2, 0, 1]"] ;
4586 -> 4602 ;
4603 [label="X[0] <= 27.93\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4585 -> 4603 ;
4604 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4603 -> 4604 ;
4605 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4603 -> 4605 ;
4606 [label="X[0] <= 27.985\ngini = 0.5\nsamples = 8\nvalue = [0, 0, 4, 0, 4, 0, 0, 0]"] ;
4582 -> 4606 ;
4607 [label="X[0] <= 27.965\ngini = 0.49\nsamples = 7\nvalue = [0, 0, 3, 0, 4, 0, 0, 0]"] ;
4606 -> 4607 ;
4608 [label="X[0] <= 27.955\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 2, 0, 2, 0, 0, 0]"] ;
4607 -> 4608 ;
4609 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4608 -> 4609 ;
4610 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4608 -> 4610 ;
4611 [label="X[0] <= 27.975\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 1, 0, 2, 0, 0, 0]"] ;
4607 -> 4611 ;
4612 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4611 -> 4612 ;
4613 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4611 -> 4613 ;
4614 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4606 -> 4614 ;
4615 [label="X[0] <= 28.045\ngini = 0.686\nsamples = 95\nvalue = [9, 5, 8, 12, 49, 11, 0, 1]"] ;
4581 -> 4615 ;
4616 [label="X[0] <= 28.025\ngini = 0.391\nsamples = 13\nvalue = [1, 0, 1, 1, 10, 0, 0, 0]"] ;
4615 -> 4616 ;
4617 [label="X[0] <= 28.015\ngini = 0.519\nsamples = 9\nvalue = [1, 0, 1, 1, 6, 0, 0, 0]"] ;
4616 -> 4617 ;
4618 [label="X[0] <= 28.005\ngini = 0.278\nsamples = 6\nvalue = [0, 0, 0, 1, 5, 0, 0, 0]"] ;
4617 -> 4618 ;
4619 [label="gini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 1, 4, 0, 0, 0]"] ;
4618 -> 4619 ;
4620 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4618 -> 4620 ;
4621 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 1, 0, 1, 0, 0, 0]"] ;
4617 -> 4621 ;
4622 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
4616 -> 4622 ;
4623 [label="X[0] <= 28.06\ngini = 0.717\nsamples = 82\nvalue = [8, 5, 7, 11, 39, 11, 0, 1]"] ;
4615 -> 4623 ;
4624 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 1, 0, 0, 0, 0]"] ;
4623 -> 4624 ;
4625 [label="X[0] <= 28.125\ngini = 0.708\nsamples = 80\nvalue = [8, 5, 6, 10, 39, 11, 0, 1]"] ;
4623 -> 4625 ;
4626 [label="X[0] <= 28.105\ngini = 0.72\nsamples = 10\nvalue = [0, 1, 0, 3, 4, 1, 0, 1]"] ;
4625 -> 4626 ;
4627 [label="X[0] <= 28.085\ngini = 0.656\nsamples = 8\nvalue = [0, 1, 0, 2, 4, 1, 0, 0]"] ;
4626 -> 4627 ;
4628 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4627 -> 4628 ;
4629 [label="gini = 0.694\nsamples = 7\nvalue = [0, 1, 0, 2, 3, 1, 0, 0]"] ;
4627 -> 4629 ;
4630 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 0, 1]"] ;
4626 -> 4630 ;
4631 [label="X[0] <= 28.48\ngini = 0.696\nsamples = 70\nvalue = [8, 4, 6, 7, 35, 10, 0, 0]"] ;
4625 -> 4631 ;
4632 [label="X[0] <= 28.455\ngini = 0.7\nsamples = 40\nvalue = [5, 1, 5, 2, 19, 8, 0, 0]"] ;
4631 -> 4632 ;
4633 [label="X[0] <= 28.365\ngini = 0.69\nsamples = 39\nvalue = [4, 1, 5, 2, 19, 8, 0, 0]"] ;
4632 -> 4633 ;
4634 [label="X[0] <= 28.235\ngini = 0.663\nsamples = 28\nvalue = [3, 1, 3, 2, 15, 4, 0, 0]"] ;
4633 -> 4634 ;
4635 [label="X[0] <= 28.19\ngini = 0.765\nsamples = 9\nvalue = [2, 0, 1, 1, 3, 2, 0, 0]"] ;
4634 -> 4635 ;
4636 [label="X[0] <= 28.15\ngini = 0.625\nsamples = 4\nvalue = [0, 0, 1, 0, 2, 1, 0, 0]"] ;
4635 -> 4636 ;
4637 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4636 -> 4637 ;
4638 [label="X[0] <= 28.165\ngini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 0, 1, 1, 0, 0]"] ;
4636 -> 4638 ;
4639 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4638 -> 4639 ;
4640 [label="X[0] <= 28.175\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4638 -> 4640 ;
4641 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4640 -> 4641 ;
4642 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4640 -> 4642 ;
4643 [label="gini = 0.72\nsamples = 5\nvalue = [2, 0, 0, 1, 1, 1, 0, 0]"] ;
4635 -> 4643 ;
4644 [label="X[0] <= 28.275\ngini = 0.571\nsamples = 19\nvalue = [1, 1, 2, 1, 12, 2, 0, 0]"] ;
4634 -> 4644 ;
4645 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 1, 0, 1, 0, 0, 0]"] ;
4644 -> 4645 ;
4646 [label="X[0] <= 28.35\ngini = 0.554\nsamples = 17\nvalue = [1, 1, 1, 1, 11, 2, 0, 0]"] ;
4644 -> 4646 ;
4647 [label="X[0] <= 28.335\ngini = 0.58\nsamples = 13\nvalue = [1, 1, 0, 1, 8, 2, 0, 0]"] ;
4646 -> 4647 ;
4648 [label="X[0] <= 28.285\ngini = 0.528\nsamples = 12\nvalue = [1, 1, 0, 1, 8, 1, 0, 0]"] ;
4647 -> 4648 ;
4649 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4648 -> 4649 ;
4650 [label="X[0] <= 28.295\ngini = 0.6\nsamples = 10\nvalue = [1, 1, 0, 1, 6, 1, 0, 0]"] ;
4648 -> 4650 ;
4651 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4650 -> 4651 ;
4652 [label="X[0] <= 28.315\ngini = 0.562\nsamples = 8\nvalue = [1, 1, 0, 1, 5, 0, 0, 0]"] ;
4650 -> 4652 ;
4653 [label="gini = 0.612\nsamples = 7\nvalue = [1, 1, 0, 1, 4, 0, 0, 0]"] ;
4652 -> 4653 ;
4654 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4652 -> 4654 ;
4655 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4647 -> 4655 ;
4656 [label="gini = 0.375\nsamples = 4\nvalue = [0, 0, 1, 0, 3, 0, 0, 0]"] ;
4646 -> 4656 ;
4657 [label="X[0] <= 28.38\ngini = 0.694\nsamples = 11\nvalue = [1, 0, 2, 0, 4, 4, 0, 0]"] ;
4633 -> 4657 ;
4658 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4657 -> 4658 ;
4659 [label="X[0] <= 28.395\ngini = 0.66\nsamples = 10\nvalue = [1, 0, 1, 0, 4, 4, 0, 0]"] ;
4657 -> 4659 ;
4660 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4659 -> 4660 ;
4661 [label="X[0] <= 28.42\ngini = 0.667\nsamples = 9\nvalue = [1, 0, 1, 0, 4, 3, 0, 0]"] ;
4659 -> 4661 ;
4662 [label="gini = 0.694\nsamples = 7\nvalue = [1, 0, 1, 0, 3, 2, 0, 0]"] ;
4661 -> 4662 ;
4663 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4661 -> 4663 ;
4664 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4632 -> 4664 ;
4665 [label="X[0] <= 28.51\ngini = 0.662\nsamples = 30\nvalue = [3, 3, 1, 5, 16, 2, 0, 0]"] ;
4631 -> 4665 ;
4666 [label="X[0] <= 28.495\ngini = 0.7\nsamples = 10\nvalue = [0, 2, 0, 3, 4, 1, 0, 0]"] ;
4665 -> 4666 ;
4667 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4666 -> 4667 ;
4668 [label="gini = 0.716\nsamples = 9\nvalue = [0, 2, 0, 3, 3, 1, 0, 0]"] ;
4666 -> 4668 ;
4669 [label="X[0] <= 28.59\ngini = 0.6\nsamples = 20\nvalue = [3, 1, 1, 2, 12, 1, 0, 0]"] ;
4665 -> 4669 ;
4670 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
4669 -> 4670 ;
4671 [label="X[0] <= 28.615\ngini = 0.688\nsamples = 16\nvalue = [3, 1, 1, 2, 8, 1, 0, 0]"] ;
4669 -> 4671 ;
4672 [label="X[0] <= 28.605\ngini = 0.72\nsamples = 5\nvalue = [1, 0, 1, 2, 1, 0, 0, 0]"] ;
4671 -> 4672 ;
4673 [label="gini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
4672 -> 4673 ;
4674 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 1, 0, 0, 0, 0, 0]"] ;
4672 -> 4674 ;
4675 [label="X[0] <= 28.635\ngini = 0.545\nsamples = 11\nvalue = [2, 1, 0, 0, 7, 1, 0, 0]"] ;
4671 -> 4675 ;
4676 [label="gini = 0.0\nsamples = 4\nvalue = [0, 0, 0, 0, 4, 0, 0, 0]"] ;
4675 -> 4676 ;
4677 [label="X[0] <= 28.675\ngini = 0.694\nsamples = 7\nvalue = [2, 1, 0, 0, 3, 1, 0, 0]"] ;
4675 -> 4677 ;
4678 [label="X[0] <= 28.655\ngini = 0.625\nsamples = 4\nvalue = [1, 1, 0, 0, 2, 0, 0, 0]"] ;
4677 -> 4678 ;
4679 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4678 -> 4679 ;
4680 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4678 -> 4680 ;
4681 [label="gini = 0.667\nsamples = 3\nvalue = [1, 0, 0, 0, 1, 1, 0, 0]"] ;
4677 -> 4681 ;
4682 [label="X[0] <= 60.245\ngini = 0.744\nsamples = 109\nvalue = [10, 8, 2, 38, 36, 11, 3, 1]"] ;
4216 -> 4682 ;
4683 [label="X[0] <= 28.785\ngini = 0.737\nsamples = 107\nvalue = [10, 6, 2, 38, 36, 11, 3, 1]"] ;
4682 -> 4683 ;
4684 [label="X[0] <= 28.73\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 4, 0, 1, 0, 0]"] ;
4683 -> 4684 ;
4685 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4684 -> 4685 ;
4686 [label="X[0] <= 28.765\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 1, 0, 0]"] ;
4684 -> 4686 ;
4687 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4686 -> 4687 ;
4688 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4686 -> 4688 ;
4689 [label="X[0] <= 28.795\ngini = 0.74\nsamples = 102\nvalue = [10, 6, 2, 34, 36, 10, 3, 1]"] ;
4683 -> 4689 ;
4690 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4689 -> 4690 ;
4691 [label="X[0] <= 30.95\ngini = 0.737\nsamples = 101\nvalue = [9, 6, 2, 34, 36, 10, 3, 1]"] ;
4689 -> 4691 ;
4692 [label="X[0] <= 29.94\ngini = 0.694\nsamples = 57\nvalue = [3, 1, 2, 23, 20, 7, 1, 0]"] ;
4691 -> 4692 ;
4693 [label="X[0] <= 29.655\ngini = 0.728\nsamples = 43\nvalue = [3, 1, 2, 14, 16, 6, 1, 0]"] ;
4692 -> 4693 ;
4694 [label="X[0] <= 29.46\ngini = 0.756\nsamples = 36\nvalue = [3, 1, 2, 12, 11, 6, 1, 0]"] ;
4693 -> 4694 ;
4695 [label="X[0] <= 29.41\ngini = 0.749\nsamples = 31\nvalue = [3, 1, 2, 9, 11, 5, 0, 0]"] ;
4694 -> 4695 ;
4696 [label="X[0] <= 29.15\ngini = 0.761\nsamples = 29\nvalue = [3, 1, 2, 9, 9, 5, 0, 0]"] ;
4695 -> 4696 ;
4697 [label="X[0] <= 29.08\ngini = 0.726\nsamples = 19\nvalue = [1, 1, 2, 5, 8, 2, 0, 0]"] ;
4696 -> 4697 ;
4698 [label="X[0] <= 29.03\ngini = 0.766\nsamples = 16\nvalue = [1, 1, 2, 5, 5, 2, 0, 0]"] ;
4697 -> 4698 ;
4699 [label="X[0] <= 28.895\ngini = 0.738\nsamples = 15\nvalue = [1, 0, 2, 5, 5, 2, 0, 0]"] ;
4698 -> 4699 ;
4700 [label="X[0] <= 28.88\ngini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 3, 2, 0, 0, 0]"] ;
4699 -> 4700 ;
4701 [label="X[0] <= 28.825\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 1, 2, 0, 0, 0]"] ;
4700 -> 4701 ;
4702 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4701 -> 4702 ;
4703 [label="X[0] <= 28.86\ngini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4701 -> 4703 ;
4704 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4703 -> 4704 ;
4705 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4703 -> 4705 ;
4706 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4700 -> 4706 ;
4707 [label="X[0] <= 28.995\ngini = 0.741\nsamples = 9\nvalue = [0, 0, 2, 2, 3, 2, 0, 0]"] ;
4699 -> 4707 ;
4708 [label="X[0] <= 28.98\ngini = 0.722\nsamples = 6\nvalue = [0, 0, 1, 1, 2, 2, 0, 0]"] ;
4707 -> 4708 ;
4709 [label="X[0] <= 28.935\ngini = 0.72\nsamples = 5\nvalue = [0, 0, 1, 1, 2, 1, 0, 0]"] ;
4708 -> 4709 ;
4710 [label="gini = 0.75\nsamples = 4\nvalue = [0, 0, 1, 1, 1, 1, 0, 0]"] ;
4709 -> 4710 ;
4711 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4709 -> 4711 ;
4712 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4708 -> 4712 ;
4713 [label="gini = 0.667\nsamples = 3\nvalue = [0, 0, 1, 1, 1, 0, 0, 0]"] ;
4707 -> 4713 ;
4714 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4698 -> 4714 ;
4715 [label="gini = 0.0\nsamples = 3\nvalue = [0, 0, 0, 0, 3, 0, 0, 0]"] ;
4697 -> 4715 ;
4716 [label="X[0] <= 29.29\ngini = 0.7\nsamples = 10\nvalue = [2, 0, 0, 4, 1, 3, 0, 0]"] ;
4696 -> 4716 ;
4717 [label="X[0] <= 29.195\ngini = 0.694\nsamples = 7\nvalue = [2, 0, 0, 3, 1, 1, 0, 0]"] ;
4716 -> 4717 ;
4718 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4717 -> 4718 ;
4719 [label="X[0] <= 29.27\ngini = 0.611\nsamples = 6\nvalue = [2, 0, 0, 3, 1, 0, 0, 0]"] ;
4717 -> 4719 ;
4720 [label="X[0] <= 29.24\ngini = 0.64\nsamples = 5\nvalue = [2, 0, 0, 2, 1, 0, 0, 0]"] ;
4719 -> 4720 ;
4721 [label="X[0] <= 29.205\ngini = 0.625\nsamples = 4\nvalue = [1, 0, 0, 2, 1, 0, 0, 0]"] ;
4720 -> 4721 ;
4722 [label="gini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 1, 0, 0, 0, 0]"] ;
4721 -> 4722 ;
4723 [label="X[0] <= 29.215\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4721 -> 4723 ;
4724 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4723 -> 4724 ;
4725 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4723 -> 4725 ;
4726 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4720 -> 4726 ;
4727 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4719 -> 4727 ;
4728 [label="X[0] <= 29.35\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 0, 2, 0, 0]"] ;
4716 -> 4728 ;
4729 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4728 -> 4729 ;
4730 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4728 -> 4730 ;
4731 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4695 -> 4731 ;
4732 [label="X[0] <= 29.555\ngini = 0.56\nsamples = 5\nvalue = [0, 0, 0, 3, 0, 1, 1, 0]"] ;
4694 -> 4732 ;
4733 [label="X[0] <= 29.515\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 0, 1, 0]"] ;
4732 -> 4733 ;
4734 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4733 -> 4734 ;
4735 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4733 -> 4735 ;
4736 [label="X[0] <= 29.595\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 0, 1, 0, 0]"] ;
4732 -> 4736 ;
4737 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4736 -> 4737 ;
4738 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4736 -> 4738 ;
4739 [label="X[0] <= 29.84\ngini = 0.408\nsamples = 7\nvalue = [0, 0, 0, 2, 5, 0, 0, 0]"] ;
4693 -> 4739 ;
4740 [label="X[0] <= 29.76\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 2, 3, 0, 0, 0]"] ;
4739 -> 4740 ;
4741 [label="X[0] <= 29.71\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
4740 -> 4741 ;
4742 [label="gini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4741 -> 4742 ;
4743 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4741 -> 4743 ;
4744 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4740 -> 4744 ;
4745 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4739 -> 4745 ;
4746 [label="X[0] <= 30.65\ngini = 0.5\nsamples = 14\nvalue = [0, 0, 0, 9, 4, 1, 0, 0]"] ;
4692 -> 4746 ;
4747 [label="X[0] <= 30.25\ngini = 0.542\nsamples = 12\nvalue = [0, 0, 0, 7, 4, 1, 0, 0]"] ;
4746 -> 4747 ;
4748 [label="X[0] <= 30.145\ngini = 0.449\nsamples = 7\nvalue = [0, 0, 0, 5, 1, 1, 0, 0]"] ;
4747 -> 4748 ;
4749 [label="X[0] <= 30.025\ngini = 0.32\nsamples = 5\nvalue = [0, 0, 0, 4, 1, 0, 0, 0]"] ;
4748 -> 4749 ;
4750 [label="X[0] <= 29.99\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 2, 1, 0, 0, 0]"] ;
4749 -> 4750 ;
4751 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4750 -> 4751 ;
4752 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4750 -> 4752 ;
4753 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4749 -> 4753 ;
4754 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4748 -> 4754 ;
4755 [label="X[0] <= 30.34\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 2, 3, 0, 0, 0]"] ;
4747 -> 4755 ;
4756 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4755 -> 4756 ;
4757 [label="X[0] <= 30.39\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 2, 2, 0, 0, 0]"] ;
4755 -> 4757 ;
4758 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4757 -> 4758 ;
4759 [label="X[0] <= 30.5\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 1, 2, 0, 0, 0]"] ;
4757 -> 4759 ;
4760 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4759 -> 4760 ;
4761 [label="gini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4759 -> 4761 ;
4762 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4746 -> 4762 ;
4763 [label="X[0] <= 32.875\ngini = 0.767\nsamples = 44\nvalue = [6, 5, 0, 11, 16, 3, 2, 1]"] ;
4691 -> 4763 ;
4764 [label="X[0] <= 32.815\ngini = 0.789\nsamples = 16\nvalue = [2, 4, 0, 2, 5, 1, 2, 0]"] ;
4763 -> 4764 ;
4765 [label="X[0] <= 31.62\ngini = 0.776\nsamples = 14\nvalue = [2, 3, 0, 1, 5, 1, 2, 0]"] ;
4764 -> 4765 ;
4766 [label="X[0] <= 31.1\ngini = 0.75\nsamples = 4\nvalue = [0, 1, 0, 1, 1, 1, 0, 0]"] ;
4765 -> 4766 ;
4767 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4766 -> 4767 ;
4768 [label="X[0] <= 31.32\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 1, 0, 1, 0, 0]"] ;
4766 -> 4768 ;
4769 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4768 -> 4769 ;
4770 [label="X[0] <= 31.515\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 0, 1, 0, 0]"] ;
4768 -> 4770 ;
4771 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4770 -> 4771 ;
4772 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4770 -> 4772 ;
4773 [label="X[0] <= 31.745\ngini = 0.72\nsamples = 10\nvalue = [2, 2, 0, 0, 4, 0, 2, 0]"] ;
4765 -> 4773 ;
4774 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4773 -> 4774 ;
4775 [label="X[0] <= 31.86\ngini = 0.741\nsamples = 9\nvalue = [2, 2, 0, 0, 3, 0, 2, 0]"] ;
4773 -> 4775 ;
4776 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4775 -> 4776 ;
4777 [label="X[0] <= 31.89\ngini = 0.719\nsamples = 8\nvalue = [1, 2, 0, 0, 3, 0, 2, 0]"] ;
4775 -> 4777 ;
4778 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 1, 0]"] ;
4777 -> 4778 ;
4779 [label="X[0] <= 32.29\ngini = 0.694\nsamples = 7\nvalue = [1, 2, 0, 0, 3, 0, 1, 0]"] ;
4777 -> 4779 ;
4780 [label="X[0] <= 31.97\ngini = 0.444\nsamples = 3\nvalue = [0, 1, 0, 0, 2, 0, 0, 0]"] ;
4779 -> 4780 ;
4781 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 1, 0, 0, 0]"] ;
4780 -> 4781 ;
4782 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4780 -> 4782 ;
4783 [label="X[0] <= 32.57\ngini = 0.75\nsamples = 4\nvalue = [1, 1, 0, 0, 1, 0, 1, 0]"] ;
4779 -> 4783 ;
4784 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4783 -> 4784 ;
4785 [label="X[0] <= 32.7\ngini = 0.667\nsamples = 3\nvalue = [0, 1, 0, 0, 1, 0, 1, 0]"] ;
4783 -> 4785 ;
4786 [label="gini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 0, 0, 0, 1, 0]"] ;
4785 -> 4786 ;
4787 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4785 -> 4787 ;
4788 [label="X[0] <= 32.84\ngini = 0.5\nsamples = 2\nvalue = [0, 1, 0, 1, 0, 0, 0, 0]"] ;
4764 -> 4788 ;
4789 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4788 -> 4789 ;
4790 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4788 -> 4790 ;
4791 [label="X[0] <= 34.125\ngini = 0.714\nsamples = 28\nvalue = [4, 1, 0, 9, 11, 2, 0, 1]"] ;
4763 -> 4791 ;
4792 [label="X[0] <= 33.43\ngini = 0.408\nsamples = 7\nvalue = [0, 0, 0, 2, 5, 0, 0, 0]"] ;
4791 -> 4792 ;
4793 [label="X[0] <= 33.105\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 2, 3, 0, 0, 0]"] ;
4792 -> 4793 ;
4794 [label="X[0] <= 32.96\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 1, 3, 0, 0, 0]"] ;
4793 -> 4794 ;
4795 [label="X[0] <= 32.92\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4794 -> 4795 ;
4796 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4795 -> 4796 ;
4797 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4795 -> 4797 ;
4798 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4794 -> 4798 ;
4799 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4793 -> 4799 ;
4800 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 0, 2, 0, 0, 0]"] ;
4792 -> 4800 ;
4801 [label="X[0] <= 40.1\ngini = 0.757\nsamples = 21\nvalue = [4, 1, 0, 7, 6, 2, 0, 1]"] ;
4791 -> 4801 ;
4802 [label="X[0] <= 36.15\ngini = 0.681\nsamples = 12\nvalue = [2, 1, 0, 6, 2, 0, 0, 1]"] ;
4801 -> 4802 ;
4803 [label="X[0] <= 34.885\ngini = 0.625\nsamples = 4\nvalue = [2, 1, 0, 1, 0, 0, 0, 0]"] ;
4802 -> 4803 ;
4804 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4803 -> 4804 ;
4805 [label="X[0] <= 35.85\ngini = 0.444\nsamples = 3\nvalue = [2, 1, 0, 0, 0, 0, 0, 0]"] ;
4803 -> 4805 ;
4806 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0, 0, 0, 0, 0, 0, 0]"] ;
4805 -> 4806 ;
4807 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1, 0, 0, 0, 0, 0, 0]"] ;
4805 -> 4807 ;
4808 [label="X[0] <= 36.75\ngini = 0.531\nsamples = 8\nvalue = [0, 0, 0, 5, 2, 0, 0, 1]"] ;
4802 -> 4808 ;
4809 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4808 -> 4809 ;
4810 [label="X[0] <= 37.29\ngini = 0.611\nsamples = 6\nvalue = [0, 0, 0, 3, 2, 0, 0, 1]"] ;
4808 -> 4810 ;
4811 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 0, 0, 1]"] ;
4810 -> 4811 ;
4812 [label="X[0] <= 38.045\ngini = 0.48\nsamples = 5\nvalue = [0, 0, 0, 3, 2, 0, 0, 0]"] ;
4810 -> 4812 ;
4813 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4812 -> 4813 ;
4814 [label="X[0] <= 38.8\ngini = 0.375\nsamples = 4\nvalue = [0, 0, 0, 3, 1, 0, 0, 0]"] ;
4812 -> 4814 ;
4815 [label="gini = 0.0\nsamples = 2\nvalue = [0, 0, 0, 2, 0, 0, 0, 0]"] ;
4814 -> 4815 ;
4816 [label="X[0] <= 39.44\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4814 -> 4816 ;
4817 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4816 -> 4817 ;
4818 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4816 -> 4818 ;
4819 [label="X[0] <= 47.165\ngini = 0.691\nsamples = 9\nvalue = [2, 0, 0, 1, 4, 2, 0, 0]"] ;
4801 -> 4819 ;
4820 [label="X[0] <= 45.935\ngini = 0.653\nsamples = 7\nvalue = [2, 0, 0, 0, 3, 2, 0, 0]"] ;
4819 -> 4820 ;
4821 [label="X[0] <= 40.415\ngini = 0.611\nsamples = 6\nvalue = [1, 0, 0, 0, 3, 2, 0, 0]"] ;
4820 -> 4821 ;
4822 [label="X[0] <= 40.315\ngini = 0.5\nsamples = 2\nvalue = [1, 0, 0, 0, 1, 0, 0, 0]"] ;
4821 -> 4822 ;
4823 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4822 -> 4823 ;
4824 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4822 -> 4824 ;
4825 [label="X[0] <= 40.95\ngini = 0.5\nsamples = 4\nvalue = [0, 0, 0, 0, 2, 2, 0, 0]"] ;
4821 -> 4825 ;
4826 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4825 -> 4826 ;
4827 [label="X[0] <= 41.495\ngini = 0.444\nsamples = 3\nvalue = [0, 0, 0, 0, 2, 1, 0, 0]"] ;
4825 -> 4827 ;
4828 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4827 -> 4828 ;
4829 [label="X[0] <= 43.265\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 0, 1, 1, 0, 0]"] ;
4827 -> 4829 ;
4830 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 0, 1, 0, 0]"] ;
4829 -> 4830 ;
4831 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4829 -> 4831 ;
4832 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0, 0, 0, 0, 0, 0, 0]"] ;
4820 -> 4832 ;
4833 [label="X[0] <= 52.2\ngini = 0.5\nsamples = 2\nvalue = [0, 0, 0, 1, 1, 0, 0, 0]"] ;
4819 -> 4833 ;
4834 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 1, 0, 0, 0, 0]"] ;
4833 -> 4834 ;
4835 [label="gini = 0.0\nsamples = 1\nvalue = [0, 0, 0, 0, 1, 0, 0, 0]"] ;
4833 -> 4835 ;
4836 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2, 0, 0, 0, 0, 0, 0]"] ;
4682 -> 4836 ;
}