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dectree2.dot
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digraph Tree {
node [shape=box, style="filled", color="black"] ;
0 [label="town <= -0.758\ngini = 0.38\nsamples = 3932\nvalue = [2928, 1004]\nclass = 0.0", fillcolor="#eeac7d"] ;
1 [label="mean_glucose <= 0.648\ngini = 0.164\nsamples = 855\nvalue = [77, 778]\nclass = 1.0", fillcolor="#4da7e8"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="kurtosis_glucose <= -0.117\ngini = 0.219\nsamples = 72\nvalue = [63, 9]\nclass = 0.0", fillcolor="#e99355"] ;
1 -> 2 ;
3 [label="age <= 3810.0\ngini = 0.065\nsamples = 59\nvalue = [57, 2]\nclass = 0.0", fillcolor="#e68540"] ;
2 -> 3 ;
4 [label="std_glucose <= 1.013\ngini = 0.034\nsamples = 58\nvalue = [57, 1]\nclass = 0.0", fillcolor="#e5833c"] ;
3 -> 4 ;
5 [label="gini = 0.0\nsamples = 55\nvalue = [55, 0]\nclass = 0.0", fillcolor="#e58139"] ;
4 -> 5 ;
6 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]\nclass = 0.0", fillcolor="#f2c09c"] ;
4 -> 6 ;
7 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1.0", fillcolor="#399de5"] ;
3 -> 7 ;
8 [label="skewness_oxygen <= 958.0\ngini = 0.497\nsamples = 13\nvalue = [6, 7]\nclass = 1.0", fillcolor="#e3f1fb"] ;
2 -> 8 ;
9 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]\nclass = 1.0", fillcolor="#399de5"] ;
8 -> 9 ;
10 [label="income <= -1.175\ngini = 0.375\nsamples = 8\nvalue = [6, 2]\nclass = 0.0", fillcolor="#eeab7b"] ;
8 -> 10 ;
11 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = 1.0", fillcolor="#399de5"] ;
10 -> 11 ;
12 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]\nclass = 0.0", fillcolor="#e58139"] ;
10 -> 12 ;
13 [label="mean_glucose <= 0.708\ngini = 0.035\nsamples = 783\nvalue = [14, 769]\nclass = 1.0", fillcolor="#3d9fe5"] ;
1 -> 13 ;
14 [label="sex <= 45.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]\nclass = 1.0", fillcolor="#b0d8f5"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0.0", fillcolor="#e58139"] ;
14 -> 15 ;
16 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]\nclass = 1.0", fillcolor="#399de5"] ;
14 -> 16 ;
17 [label="std_glucose <= 0.646\ngini = 0.028\nsamples = 775\nvalue = [11, 764]\nclass = 1.0", fillcolor="#3c9ee5"] ;
13 -> 17 ;
18 [label="sex <= 50.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]\nclass = 1.0", fillcolor="#91c9f1"] ;
17 -> 18 ;
19 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0.0", fillcolor="#e58139"] ;
18 -> 19 ;
20 [label="skewness_glucose <= -0.385\ngini = 0.18\nsamples = 10\nvalue = [1, 9]\nclass = 1.0", fillcolor="#4fa8e8"] ;
18 -> 20 ;
21 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
20 -> 21 ;
22 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]\nclass = 1.0", fillcolor="#399de5"] ;
20 -> 22 ;
23 [label="psc <= 0.209\ngini = 0.018\nsamples = 762\nvalue = [7, 755]\nclass = 1.0", fillcolor="#3b9ee5"] ;
17 -> 23 ;
24 [label="kurtosis_oxygen <= 31.5\ngini = 0.008\nsamples = 716\nvalue = [3, 713]\nclass = 1.0", fillcolor="#3a9de5"] ;
23 -> 24 ;
25 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]\nclass = 1.0", fillcolor="#9ccef2"] ;
24 -> 25 ;
26 [label="gini = 0.006\nsamples = 713\nvalue = [2, 711]\nclass = 1.0", fillcolor="#3a9de5"] ;
24 -> 26 ;
27 [label="std_glucose <= 1.506\ngini = 0.159\nsamples = 46\nvalue = [4, 42]\nclass = 1.0", fillcolor="#4ca6e7"] ;
23 -> 27 ;
28 [label="gini = 0.127\nsamples = 44\nvalue = [3, 41]\nclass = 1.0", fillcolor="#47a4e7"] ;
27 -> 28 ;
29 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0.0", fillcolor="#ffffff"] ;
27 -> 29 ;
30 [label="mean_glucose <= 0.482\ngini = 0.136\nsamples = 3077\nvalue = [2851, 226]\nclass = 0.0", fillcolor="#e78b49"] ;
0 -> 30 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
31 [label="skewness_glucose <= 0.672\ngini = 0.085\nsamples = 2969\nvalue = [2837, 132]\nclass = 0.0", fillcolor="#e68742"] ;
30 -> 31 ;
32 [label="skewness_glucose <= -0.516\ngini = 0.062\nsamples = 2602\nvalue = [2519, 83]\nclass = 0.0", fillcolor="#e68540"] ;
31 -> 32 ;
33 [label="skewness_oxygen <= 30.5\ngini = 0.03\nsamples = 1383\nvalue = [1362, 21]\nclass = 0.0", fillcolor="#e5833c"] ;
32 -> 33 ;
34 [label="skewness_oxygen <= 27.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]\nclass = 0.0", fillcolor="#e99355"] ;
33 -> 34 ;
35 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]\nclass = 0.0", fillcolor="#e58139"] ;
34 -> 35 ;
36 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1.0", fillcolor="#399de5"] ;
34 -> 36 ;
37 [label="kurtosis_oxygen <= 10.5\ngini = 0.029\nsamples = 1375\nvalue = [1355, 20]\nclass = 0.0", fillcolor="#e5833c"] ;
33 -> 37 ;
38 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0.0", fillcolor="#eca06a"] ;
37 -> 38 ;
39 [label="gini = 0.027\nsamples = 1370\nvalue = [1351, 19]\nclass = 0.0", fillcolor="#e5833c"] ;
37 -> 39 ;
40 [label="std_glucose <= -0.029\ngini = 0.097\nsamples = 1219\nvalue = [1157, 62]\nclass = 0.0", fillcolor="#e68844"] ;
32 -> 40 ;
41 [label="mean_glucose <= -0.146\ngini = 0.057\nsamples = 891\nvalue = [865, 26]\nclass = 0.0", fillcolor="#e6853f"] ;
40 -> 41 ;
42 [label="gini = 0.029\nsamples = 745\nvalue = [734, 11]\nclass = 0.0", fillcolor="#e5833c"] ;
41 -> 42 ;
43 [label="gini = 0.184\nsamples = 146\nvalue = [131, 15]\nclass = 0.0", fillcolor="#e88f50"] ;
41 -> 43 ;
44 [label="sex <= 69.0\ngini = 0.195\nsamples = 328\nvalue = [292, 36]\nclass = 0.0", fillcolor="#e89151"] ;
40 -> 44 ;
45 [label="gini = 0.147\nsamples = 312\nvalue = [287, 25]\nclass = 0.0", fillcolor="#e78c4a"] ;
44 -> 45 ;
46 [label="gini = 0.43\nsamples = 16\nvalue = [5, 11]\nclass = 1.0", fillcolor="#93caf1"] ;
44 -> 46 ;
47 [label="town <= 0.396\ngini = 0.231\nsamples = 367\nvalue = [318, 49]\nclass = 0.0", fillcolor="#e99458"] ;
31 -> 47 ;
48 [label="sex <= 57.5\ngini = 0.441\nsamples = 134\nvalue = [90, 44]\nclass = 0.0", fillcolor="#f2bf9a"] ;
47 -> 48 ;
49 [label="mean_glucose <= 0.259\ngini = 0.351\nsamples = 88\nvalue = [68, 20]\nclass = 0.0", fillcolor="#eda673"] ;
48 -> 49 ;
50 [label="gini = 0.245\nsamples = 70\nvalue = [60, 10]\nclass = 0.0", fillcolor="#e9965a"] ;
49 -> 50 ;
51 [label="gini = 0.494\nsamples = 18\nvalue = [8, 10]\nclass = 1.0", fillcolor="#d7ebfa"] ;
49 -> 51 ;
52 [label="income <= 0.004\ngini = 0.499\nsamples = 46\nvalue = [22, 24]\nclass = 1.0", fillcolor="#eff7fd"] ;
48 -> 52 ;
53 [label="gini = 0.463\nsamples = 22\nvalue = [14, 8]\nclass = 0.0", fillcolor="#f4c9aa"] ;
52 -> 53 ;
54 [label="gini = 0.444\nsamples = 24\nvalue = [8, 16]\nclass = 1.0", fillcolor="#9ccef2"] ;
52 -> 54 ;
55 [label="mean_glucose <= 0.058\ngini = 0.042\nsamples = 233\nvalue = [228, 5]\nclass = 0.0", fillcolor="#e6843d"] ;
47 -> 55 ;
56 [label="occupation <= 6.0\ngini = 0.034\nsamples = 231\nvalue = [227, 4]\nclass = 0.0", fillcolor="#e5833c"] ;
55 -> 56 ;
57 [label="gini = 0.026\nsamples = 226\nvalue = [223, 3]\nclass = 0.0", fillcolor="#e5833c"] ;
56 -> 57 ;
58 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0.0", fillcolor="#eca06a"] ;
56 -> 58 ;
59 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]\nclass = 0.0", fillcolor="#ffffff"] ;
55 -> 59 ;
60 [label="kurtosis_glucose <= -0.425\ngini = 0.226\nsamples = 108\nvalue = [14, 94]\nclass = 1.0", fillcolor="#56ace9"] ;
30 -> 60 ;
61 [label="sex <= 60.0\ngini = 0.463\nsamples = 11\nvalue = [7, 4]\nclass = 0.0", fillcolor="#f4c9aa"] ;
60 -> 61 ;
62 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]\nclass = 0.0", fillcolor="#e58139"] ;
61 -> 62 ;
63 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]\nclass = 1.0", fillcolor="#399de5"] ;
61 -> 63 ;
64 [label="sex <= 27.0\ngini = 0.134\nsamples = 97\nvalue = [7, 90]\nclass = 1.0", fillcolor="#48a5e7"] ;
60 -> 64 ;
65 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
64 -> 65 ;
66 [label="std_glucose <= 0.59\ngini = 0.117\nsamples = 96\nvalue = [6, 90]\nclass = 1.0", fillcolor="#46a4e7"] ;
64 -> 66 ;
67 [label="occupation <= 1.0\ngini = 0.272\nsamples = 37\nvalue = [6, 31]\nclass = 1.0", fillcolor="#5fb0ea"] ;
66 -> 67 ;
68 [label="gini = 0.48\nsamples = 5\nvalue = [3, 2]\nclass = 0.0", fillcolor="#f6d5bd"] ;
67 -> 68 ;
69 [label="gini = 0.17\nsamples = 32\nvalue = [3, 29]\nclass = 1.0", fillcolor="#4da7e8"] ;
67 -> 69 ;
70 [label="gini = 0.0\nsamples = 59\nvalue = [0, 59]\nclass = 1.0", fillcolor="#399de5"] ;
66 -> 70 ;
}