DecisionTree/DT.dot at master · WilliamTalk/DecisionTree · GitHub

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digraph Tree {
node [shape=box] ;
0 [label="N_DSC=N1b <= 0.5\nentropy = 0.502\nsamples = 217\nvalue = [24, 193]"] ;
1 [label="TUMOR_SIZE_VAL=11 <= 0.5\nentropy = 0.639\nsamples = 148\nvalue = [24, 124]"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="DX_CODE_CD=C186 <= 0.5\nentropy = 0.544\nsamples = 136\nvalue = [17, 119]"] ;
1 -> 2 ;
3 [label="N_DSC=N2b <= 0.5\nentropy = 0.601\nsamples = 116\nvalue = [17, 99]"] ;
2 -> 3 ;
4 [label="TUMOR_SIZE_VAL=6 <= 0.5\nentropy = 0.646\nsamples = 103\nvalue = [17, 86]"] ;
3 -> 4 ;
5 [label="TUMOR_SIZE_VAL=10 <= 0.5\nentropy = 0.583\nsamples = 86\nvalue = [12, 74]"] ;
4 -> 5 ;
6 [label="N_DSC=N1c <= 0.5\nentropy = 0.56\nsamples = 84\nvalue = [11, 73]"] ;
5 -> 6 ;
7 [label="T_DSC=T4 <= 0.5\nentropy = 0.535\nsamples = 82\nvalue = [10, 72]"] ;
6 -> 7 ;
8 [label="DX_CODE_CD=C182 <= 0.5\nentropy = 0.552\nsamples = 78\nvalue = [10, 68]"] ;
7 -> 8 ;
9 [label="TUMOR_SIZE_VAL=4 <= 0.5\nentropy = 0.604\nsamples = 61\nvalue = [9, 52]"] ;
8 -> 9 ;
10 [label="GRADE_DSC=3 <= 0.5\nentropy = 0.643\nsamples = 55\nvalue = [9, 46]"] ;
9 -> 10 ;
11 [label="N_DSC=N2a <= 0.5\nentropy = 0.544\nsamples = 40\nvalue = [5, 35]"] ;
10 -> 11 ;
12 [label="entropy = 0.0\nsamples = 7\nvalue = [0, 7]"] ;
11 -> 12 ;
13 [label="DX_CODE_CD=C180 <= 0.5\nentropy = 0.614\nsamples = 33\nvalue = [5, 28]"] ;
11 -> 13 ;
14 [label="SEX_CD=F <= 0.5\nentropy = 0.811\nsamples = 12\nvalue = [3, 9]"] ;
13 -> 14 ;
15 [label="entropy = 0.811\nsamples = 4\nvalue = [1, 3]"] ;
14 -> 15 ;
16 [label="entropy = 0.811\nsamples = 8\nvalue = [2, 6]"] ;
14 -> 16 ;
17 [label="TUMOR_SIZE_VAL=2 <= 0.5\nentropy = 0.454\nsamples = 21\nvalue = [2, 19]"] ;
13 -> 17 ;
18 [label="entropy = 0.469\nsamples = 20\nvalue = [2, 18]"] ;
17 -> 18 ;
19 [label="entropy = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
17 -> 19 ;
20 [label="TUMOR_SIZE_VAL=8 <= 0.5\nentropy = 0.837\nsamples = 15\nvalue = [4, 11]"] ;
10 -> 20 ;
21 [label="TUMOR_SIZE_VAL=7 <= 0.5\nentropy = 0.89\nsamples = 13\nvalue = [4, 9]"] ;
20 -> 21 ;
22 [label="T_DSC=T3 <= 0.5\nentropy = 0.845\nsamples = 11\nvalue = [3, 8]"] ;
21 -> 22 ;
23 [label="entropy = 0.811\nsamples = 8\nvalue = [2, 6]"] ;
22 -> 23 ;
24 [label="entropy = 0.918\nsamples = 3\nvalue = [1, 2]"] ;
22 -> 24 ;
25 [label="entropy = 1.0\nsamples = 2\nvalue = [1, 1]"] ;
21 -> 25 ;
26 [label="entropy = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
20 -> 26 ;
27 [label="entropy = 0.0\nsamples = 6\nvalue = [0, 6]"] ;
9 -> 27 ;
28 [label="TUMOR_SIZE_VAL=4 <= 0.5\nentropy = 0.323\nsamples = 17\nvalue = [1, 16]"] ;
8 -> 28 ;
29 [label="entropy = 0.0\nsamples = 12\nvalue = [0, 12]"] ;
28 -> 29 ;
30 [label="N_DSC=N2 <= 0.5\nentropy = 0.722\nsamples = 5\nvalue = [1, 4]"] ;
28 -> 30 ;
31 [label="entropy = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
30 -> 31 ;
32 [label="entropy = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
30 -> 32 ;
33 [label="entropy = 0.0\nsamples = 4\nvalue = [0, 4]"] ;
7 -> 33 ;
34 [label="entropy = 1.0\nsamples = 2\nvalue = [1, 1]"] ;
6 -> 34 ;
35 [label="entropy = 1.0\nsamples = 2\nvalue = [1, 1]"] ;
5 -> 35 ;
36 [label="N_DSC=N2a <= 0.5\nentropy = 0.874\nsamples = 17\nvalue = [5, 12]"] ;
4 -> 36 ;
37 [label="PATH_STAGE_DSC=IIIB <= 0.5\nentropy = 0.684\nsamples = 11\nvalue = [2, 9]"] ;
36 -> 37 ;
38 [label="entropy = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
37 -> 38 ;
39 [label="GRADE_DSC=3 <= 0.5\nentropy = 0.764\nsamples = 9\nvalue = [2, 7]"] ;
37 -> 39 ;
40 [label="PRIMARY_HISTOLOGY_DSC=Adenocarcinoma, NOS <= 0.5\nentropy = 0.722\nsamples = 5\nvalue = [1, 4]"] ;
39 -> 40 ;
41 [label="entropy = 0.811\nsamples = 4\nvalue = [1, 3]"] ;
40 -> 41 ;
42 [label="entropy = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
40 -> 42 ;
43 [label="entropy = 0.811\nsamples = 4\nvalue = [1, 3]"] ;
39 -> 43 ;
44 [label="entropy = 1.0\nsamples = 6\nvalue = [3, 3]"] ;
36 -> 44 ;
45 [label="entropy = 0.0\nsamples = 13\nvalue = [0, 13]"] ;
3 -> 45 ;
46 [label="entropy = 0.0\nsamples = 20\nvalue = [0, 20]"] ;
2 -> 46 ;
47 [label="T_DSC=T4a <= 0.5\nentropy = 0.98\nsamples = 12\nvalue = [7, 5]"] ;
1 -> 47 ;
48 [label="entropy = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
47 -> 48 ;
49 [label="entropy = 0.954\nsamples = 8\nvalue = [3, 5]"] ;
47 -> 49 ;
50 [label="entropy = 0.0\nsamples = 69\nvalue = [0, 69]"] ;
0 -> 50 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
}