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titanic_best.dot
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titanic_best.dot
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digraph Tree {
0 [label="sex <= 0.5000\ngini = 0.473012957861\nsamples = 891", shape="box"] ;
1 [label="pclass <= 2.5000\ngini = 0.382835003448\nsamples = 314", shape="box"] ;
0 -> 1 ;
2 [label="pclass <= 1.5000\ngini = 0.100276816609\nsamples = 170", shape="box"] ;
1 -> 2 ;
3 [label="age <= 25.5000\ngini = 0.0617926663649\nsamples = 94", shape="box"] ;
2 -> 3 ;
4 [label="gini = 0.1327\nsamples = 28\nvalue = [ 2. 26.]", shape="box"] ;
3 -> 4 ;
5 [label="age <= 46.0000\ngini = 0.0298438934803\nsamples = 66", shape="box"] ;
3 -> 5 ;
6 [label="gini = 0.0000\nsamples = 46\nvalue = [ 0. 46.]", shape="box"] ;
5 -> 6 ;
7 [label="gini = 0.0950\nsamples = 20\nvalue = [ 1. 19.]", shape="box"] ;
5 -> 7 ;
8 [label="age <= 23.5000\ngini = 0.145429362881\nsamples = 76", shape="box"] ;
2 -> 8 ;
9 [label="gini = 0.0000\nsamples = 20\nvalue = [ 0. 20.]", shape="box"] ;
8 -> 9 ;
10 [label="age <= 35.5000\ngini = 0.191326530612\nsamples = 56", shape="box"] ;
8 -> 10 ;
11 [label="gini = 0.1528\nsamples = 36\nvalue = [ 3. 33.]", shape="box"] ;
10 -> 11 ;
12 [label="gini = 0.2550\nsamples = 20\nvalue = [ 3. 17.]", shape="box"] ;
10 -> 12 ;
13 [label="parch <= 1.5000\ngini = 0.5\nsamples = 144", shape="box"] ;
1 -> 13 ;
14 [label="age <= 16.5000\ngini = 0.491900826446\nsamples = 110", shape="box"] ;
13 -> 14 ;
15 [label="gini = 0.4082\nsamples = 21\nvalue = [ 6. 15.]", shape="box"] ;
14 -> 15 ;
16 [label="age <= 29.3496\ngini = 0.498421916425\nsamples = 89", shape="box"] ;
14 -> 16 ;
17 [label="gini = 0.4938\nsamples = 36\nvalue = [ 20. 16.]", shape="box"] ;
16 -> 17 ;
18 [label="gini = 0.4856\nsamples = 53\nvalue = [ 22. 31.]", shape="box"] ;
16 -> 18 ;
19 [label="gini = 0.4152\nsamples = 34\nvalue = [ 24. 10.]", shape="box"] ;
13 -> 19 ;
20 [label="age <= 6.5000\ngini = 0.306443716228\nsamples = 577", shape="box"] ;
0 -> 20 ;
21 [label="gini = 0.4444\nsamples = 24\nvalue = [ 8. 16.]", shape="box"] ;
20 -> 21 ;
22 [label="pclass <= 1.5000\ngini = 0.279782478606\nsamples = 553", shape="box"] ;
20 -> 22 ;
23 [label="age <= 53.0000\ngini = 0.459861111111\nsamples = 120", shape="box"] ;
22 -> 23 ;
24 [label="age <= 28.5000\ngini = 0.483132028322\nsamples = 98", shape="box"] ;
23 -> 24 ;
25 [label="gini = 0.4989\nsamples = 21\nvalue = [ 10. 11.]", shape="box"] ;
24 -> 25 ;
26 [label="gini = 0.4696\nsamples = 77\nvalue = [ 48. 29.]", shape="box"] ;
24 -> 26 ;
27 [label="gini = 0.2355\nsamples = 22\nvalue = [ 19. 3.]", shape="box"] ;
23 -> 27 ;
28 [label="age <= 32.2500\ngini = 0.204278651014\nsamples = 433", shape="box"] ;
22 -> 28 ;
29 [label="age <= 30.7500\ngini = 0.232302201071\nsamples = 328", shape="box"] ;
28 -> 29 ;
30 [label="gini = 0.2070\nsamples = 307\nvalue = [ 271. 36.]", shape="box"] ;
29 -> 30 ;
31 [label="gini = 0.4717\nsamples = 21\nvalue = [ 13. 8.]", shape="box"] ;
29 -> 31 ;
32 [label="sibsp <= 0.5000\ngini = 0.107755102041\nsamples = 105", shape="box"] ;
28 -> 32 ;
33 [label="gini = 0.1312\nsamples = 85\nvalue = [ 79. 6.]", shape="box"] ;
32 -> 33 ;
34 [label="gini = 0.0000\nsamples = 20\nvalue = [ 20. 0.]", shape="box"] ;
32 -> 34 ;
}