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dectree4.dot
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digraph Tree {
node [shape=box, style="filled", color="black"] ;
0 [label="mean_glucose <= 0.5\ngini = 0.38\nsamples = 3932\nvalue = [2928, 1004]\nclass = 0.0", fillcolor="#eeac7d"] ;
1 [label="sex <= 78.5\ngini = 0.086\nsamples = 3026\nvalue = [2889, 137]\nclass = 0.0", fillcolor="#e68742"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="mean_glucose <= -0.119\ngini = 0.08\nsamples = 3012\nvalue = [2886, 126]\nclass = 0.0", fillcolor="#e68742"] ;
1 -> 2 ;
3 [label="mean_glucose <= -0.449\ngini = 0.021\nsamples = 2102\nvalue = [2080, 22]\nclass = 0.0", fillcolor="#e5823b"] ;
2 -> 3 ;
4 [label="std_glucose <= -1.159\ngini = 0.006\nsamples = 1275\nvalue = [1271, 4]\nclass = 0.0", fillcolor="#e5813a"] ;
3 -> 4 ;
5 [label="std_glucose <= -1.159\ngini = 0.022\nsamples = 264\nvalue = [261, 3]\nclass = 0.0", fillcolor="#e5823b"] ;
4 -> 5 ;
6 [label="gini = 0.015\nsamples = 263\nvalue = [261, 2]\nclass = 0.0", fillcolor="#e5823b"] ;
5 -> 6 ;
7 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1.0", fillcolor="#399de5"] ;
5 -> 7 ;
8 [label="street <= 1.5\ngini = 0.002\nsamples = 1011\nvalue = [1010, 1]\nclass = 0.0", fillcolor="#e58139"] ;
4 -> 8 ;
9 [label="gini = 0.044\nsamples = 44\nvalue = [43, 1]\nclass = 0.0", fillcolor="#e6843e"] ;
8 -> 9 ;
10 [label="gini = 0.0\nsamples = 967\nvalue = [967, 0]\nclass = 0.0", fillcolor="#e58139"] ;
8 -> 10 ;
11 [label="mean_glucose <= -0.449\ngini = 0.043\nsamples = 827\nvalue = [809, 18]\nclass = 0.0", fillcolor="#e6843d"] ;
3 -> 11 ;
12 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1.0", fillcolor="#399de5"] ;
11 -> 12 ;
13 [label="relationship <= 3.5\ngini = 0.04\nsamples = 826\nvalue = [809, 17]\nclass = 0.0", fillcolor="#e6843d"] ;
11 -> 13 ;
14 [label="gini = 0.346\nsamples = 9\nvalue = [7, 2]\nclass = 0.0", fillcolor="#eca572"] ;
13 -> 14 ;
15 [label="gini = 0.036\nsamples = 817\nvalue = [802, 15]\nclass = 0.0", fillcolor="#e5833d"] ;
13 -> 15 ;
16 [label="mean_oxygen <= -0.161\ngini = 0.202\nsamples = 910\nvalue = [806, 104]\nclass = 0.0", fillcolor="#e89153"] ;
2 -> 16 ;
17 [label="mean_glucose <= 0.379\ngini = 0.45\nsamples = 170\nvalue = [112, 58]\nclass = 0.0", fillcolor="#f2c2a0"] ;
16 -> 17 ;
18 [label="skewness_oxygen <= 2684.0\ngini = 0.403\nsamples = 150\nvalue = [108, 42]\nclass = 0.0", fillcolor="#efb286"] ;
17 -> 18 ;
19 [label="gini = 0.341\nsamples = 124\nvalue = [97, 27]\nclass = 0.0", fillcolor="#eca470"] ;
18 -> 19 ;
20 [label="gini = 0.488\nsamples = 26\nvalue = [11, 15]\nclass = 1.0", fillcolor="#cae5f8"] ;
18 -> 20 ;
21 [label="age <= 1068.0\ngini = 0.32\nsamples = 20\nvalue = [4, 16]\nclass = 1.0", fillcolor="#6ab6ec"] ;
17 -> 21 ;
22 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]\nclass = 0.0", fillcolor="#eeab7b"] ;
21 -> 22 ;
23 [label="gini = 0.117\nsamples = 16\nvalue = [1, 15]\nclass = 1.0", fillcolor="#46a4e7"] ;
21 -> 23 ;
24 [label="sex <= 71.5\ngini = 0.117\nsamples = 740\nvalue = [694, 46]\nclass = 0.0", fillcolor="#e78946"] ;
16 -> 24 ;
25 [label="sex <= 47.5\ngini = 0.105\nsamples = 734\nvalue = [693, 41]\nclass = 0.0", fillcolor="#e78845"] ;
24 -> 25 ;
26 [label="gini = 0.014\nsamples = 290\nvalue = [288, 2]\nclass = 0.0", fillcolor="#e5823a"] ;
25 -> 26 ;
27 [label="gini = 0.16\nsamples = 444\nvalue = [405, 39]\nclass = 0.0", fillcolor="#e88d4c"] ;
25 -> 27 ;
28 [label="skewness_oxygen <= 1697.0\ngini = 0.278\nsamples = 6\nvalue = [1, 5]\nclass = 1.0", fillcolor="#61b1ea"] ;
24 -> 28 ;
29 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
28 -> 29 ;
30 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]\nclass = 1.0", fillcolor="#399de5"] ;
28 -> 30 ;
31 [label="age <= 817.5\ngini = 0.337\nsamples = 14\nvalue = [3, 11]\nclass = 1.0", fillcolor="#6fb8ec"] ;
1 -> 31 ;
32 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0.0", fillcolor="#e58139"] ;
31 -> 32 ;
33 [label="gini = 0.0\nsamples = 11\nvalue = [0, 11]\nclass = 1.0", fillcolor="#399de5"] ;
31 -> 33 ;
34 [label="mean_glucose <= 0.62\ngini = 0.082\nsamples = 906\nvalue = [39, 867]\nclass = 1.0", fillcolor="#42a1e6"] ;
0 -> 34 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
35 [label="std_glucose <= 0.559\ngini = 0.493\nsamples = 50\nvalue = [22, 28]\nclass = 1.0", fillcolor="#d5eaf9"] ;
34 -> 35 ;
36 [label="sex <= 56.5\ngini = 0.245\nsamples = 28\nvalue = [4, 24]\nclass = 1.0", fillcolor="#5aade9"] ;
35 -> 36 ;
37 [label="income <= -0.374\ngini = 0.48\nsamples = 10\nvalue = [4, 6]\nclass = 1.0", fillcolor="#bddef6"] ;
36 -> 37 ;
38 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0.0", fillcolor="#e58139"] ;
37 -> 38 ;
39 [label="age <= 3024.0\ngini = 0.245\nsamples = 7\nvalue = [1, 6]\nclass = 1.0", fillcolor="#5aade9"] ;
37 -> 39 ;
40 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]\nclass = 1.0", fillcolor="#399de5"] ;
39 -> 40 ;
41 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
39 -> 41 ;
42 [label="gini = 0.0\nsamples = 18\nvalue = [0, 18]\nclass = 1.0", fillcolor="#399de5"] ;
36 -> 42 ;
43 [label="skewness_glucose <= 0.473\ngini = 0.298\nsamples = 22\nvalue = [18, 4]\nclass = 0.0", fillcolor="#eb9d65"] ;
35 -> 43 ;
44 [label="gini = 0.0\nsamples = 17\nvalue = [17, 0]\nclass = 0.0", fillcolor="#e58139"] ;
43 -> 44 ;
45 [label="street <= 4.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]\nclass = 1.0", fillcolor="#6ab6ec"] ;
43 -> 45 ;
46 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]\nclass = 1.0", fillcolor="#399de5"] ;
45 -> 46 ;
47 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
45 -> 47 ;
48 [label="psc <= 0.78\ngini = 0.039\nsamples = 856\nvalue = [17, 839]\nclass = 1.0", fillcolor="#3d9fe6"] ;
34 -> 48 ;
49 [label="kurtosis_glucose <= -0.423\ngini = 0.022\nsamples = 820\nvalue = [9, 811]\nclass = 1.0", fillcolor="#3b9ee5"] ;
48 -> 49 ;
50 [label="mean_oxygen <= 0.474\ngini = 0.266\nsamples = 19\nvalue = [3, 16]\nclass = 1.0", fillcolor="#5eafea"] ;
49 -> 50 ;
51 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]\nclass = 0.0", fillcolor="#e58139"] ;
50 -> 51 ;
52 [label="gini = 0.0\nsamples = 16\nvalue = [0, 16]\nclass = 1.0", fillcolor="#399de5"] ;
50 -> 52 ;
53 [label="age <= 3793.0\ngini = 0.015\nsamples = 801\nvalue = [6, 795]\nclass = 1.0", fillcolor="#3a9ee5"] ;
49 -> 53 ;
54 [label="psc <= 0.209\ngini = 0.01\nsamples = 765\nvalue = [4, 761]\nclass = 1.0", fillcolor="#3a9ee5"] ;
53 -> 54 ;
55 [label="gini = 0.005\nsamples = 726\nvalue = [2, 724]\nclass = 1.0", fillcolor="#3a9de5"] ;
54 -> 55 ;
56 [label="gini = 0.097\nsamples = 39\nvalue = [2, 37]\nclass = 1.0", fillcolor="#44a2e6"] ;
54 -> 56 ;
57 [label="age <= 3796.5\ngini = 0.105\nsamples = 36\nvalue = [2, 34]\nclass = 1.0", fillcolor="#45a3e7"] ;
53 -> 57 ;
58 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = 0.0", fillcolor="#e58139"] ;
57 -> 58 ;
59 [label="gini = 0.056\nsamples = 35\nvalue = [1, 34]\nclass = 1.0", fillcolor="#3fa0e6"] ;
57 -> 59 ;
60 [label="skewness_glucose <= 0.636\ngini = 0.346\nsamples = 36\nvalue = [8, 28]\nclass = 1.0", fillcolor="#72b9ec"] ;
48 -> 60 ;
61 [label="std_glucose <= 0.842\ngini = 0.32\nsamples = 5\nvalue = [4, 1]\nclass = 0.0", fillcolor="#eca06a"] ;
60 -> 61 ;
62 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]\nclass = 0.0", fillcolor="#e58139"] ;
61 -> 62 ;
63 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = 1.0", fillcolor="#399de5"] ;
61 -> 63 ;
64 [label="sex <= 49.5\ngini = 0.225\nsamples = 31\nvalue = [4, 27]\nclass = 1.0", fillcolor="#56ace9"] ;
60 -> 64 ;
65 [label="mean_oxygen <= -1.524\ngini = 0.49\nsamples = 7\nvalue = [3, 4]\nclass = 1.0", fillcolor="#cee6f8"] ;
64 -> 65 ;
66 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]\nclass = 0.0", fillcolor="#eeab7b"] ;
65 -> 66 ;
67 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]\nclass = 1.0", fillcolor="#399de5"] ;
65 -> 67 ;
68 [label="capital-loss <= 27.0\ngini = 0.08\nsamples = 24\nvalue = [1, 23]\nclass = 1.0", fillcolor="#42a1e6"] ;
64 -> 68 ;
69 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]\nclass = 1.0", fillcolor="#9ccef2"] ;
68 -> 69 ;
70 [label="gini = 0.0\nsamples = 21\nvalue = [0, 21]\nclass = 1.0", fillcolor="#399de5"] ;
68 -> 70 ;
}