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DecisionTree4.dot
64 lines (64 loc) · 2.71 KB
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DecisionTree4.dot
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digraph Tree {
node [shape=box] ;
0 [label="hosp_yn_Yes <= 0.5\ngini = 0.063\nsamples = 6923\nvalue = [6699, 224]"] ;
1 [label="age_group_80+ Years <= 0.5\ngini = 0.028\nsamples = 6468\nvalue = [6376, 92]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="age_group_70 - 79 Years <= 0.5\ngini = 0.013\nsamples = 6252\nvalue = [6210, 42]"] ;
1 -> 2 ;
3 [label="age_group_60 - 69 Years <= 0.5\ngini = 0.006\nsamples = 5925\nvalue = [5906, 19]"] ;
2 -> 3 ;
4 [label="gini = 0.002\nsamples = 5232\nvalue = [5226, 6]"] ;
3 -> 4 ;
5 [label="gini = 0.037\nsamples = 693\nvalue = [680, 13]"] ;
3 -> 5 ;
6 [label="hosp_yn_Unknown <= 0.5\ngini = 0.131\nsamples = 327\nvalue = [304, 23]"] ;
2 -> 6 ;
7 [label="gini = 0.056\nsamples = 174\nvalue = [169, 5]"] ;
6 -> 7 ;
8 [label="gini = 0.208\nsamples = 153\nvalue = [135, 18]"] ;
6 -> 8 ;
9 [label="hosp_yn_Unknown <= 0.5\ngini = 0.356\nsamples = 216\nvalue = [166, 50]"] ;
1 -> 9 ;
10 [label="medcond_yn_Yes <= 0.5\ngini = 0.261\nsamples = 110\nvalue = [93, 17]"] ;
9 -> 10 ;
11 [label="gini = 0.226\nsamples = 77\nvalue = [67, 10]"] ;
10 -> 11 ;
12 [label="gini = 0.334\nsamples = 33\nvalue = [26, 7]"] ;
10 -> 12 ;
13 [label="medcond_yn_Yes <= 0.5\ngini = 0.429\nsamples = 106\nvalue = [73, 33]"] ;
9 -> 13 ;
14 [label="gini = 0.418\nsamples = 104\nvalue = [73, 31]"] ;
13 -> 14 ;
15 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
13 -> 15 ;
16 [label="age_group_80+ Years <= 0.5\ngini = 0.412\nsamples = 455\nvalue = [323, 132]"] ;
0 -> 16 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
17 [label="age_group_70 - 79 Years <= 0.5\ngini = 0.369\nsamples = 360\nvalue = [272, 88]"] ;
16 -> 17 ;
18 [label="age_group_60 - 69 Years <= 0.5\ngini = 0.291\nsamples = 266\nvalue = [219, 47]"] ;
17 -> 18 ;
19 [label="gini = 0.2\nsamples = 177\nvalue = [157, 20]"] ;
18 -> 19 ;
20 [label="gini = 0.423\nsamples = 89\nvalue = [62, 27]"] ;
18 -> 20 ;
21 [label="icu_yn_Yes <= 0.5\ngini = 0.492\nsamples = 94\nvalue = [53, 41]"] ;
17 -> 21 ;
22 [label="gini = 0.478\nsamples = 81\nvalue = [49, 32]"] ;
21 -> 22 ;
23 [label="gini = 0.426\nsamples = 13\nvalue = [4, 9]"] ;
21 -> 23 ;
24 [label="icu_yn_Unknown <= 0.5\ngini = 0.497\nsamples = 95\nvalue = [51, 44]"] ;
16 -> 24 ;
25 [label="icu_yn_Yes <= 0.5\ngini = 0.469\nsamples = 32\nvalue = [20, 12]"] ;
24 -> 25 ;
26 [label="gini = 0.408\nsamples = 21\nvalue = [15, 6]"] ;
25 -> 26 ;
27 [label="gini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
25 -> 27 ;
28 [label="medcond_yn_Unknown <= 0.5\ngini = 0.5\nsamples = 63\nvalue = [31, 32]"] ;
24 -> 28 ;
29 [label="gini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
28 -> 29 ;
30 [label="gini = 0.499\nsamples = 52\nvalue = [27, 25]"] ;
28 -> 30 ;
}