-
Notifications
You must be signed in to change notification settings - Fork 0
/
tree1.dot
101 lines (101 loc) · 5.81 KB
/
tree1.dot
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
digraph Tree {
node [shape=box, style="filled, rounded", color="black", fontname=helvetica] ;
edge [fontname=helvetica] ;
0 [label="Sex_female <= 0.5\ngini = 0.473\nsamples = 891\nvalue = [549, 342]\nclass = Died", fillcolor="#e5813960"] ;
1 [label="Cabin_unknown <= 0.5\ngini = 0.306\nsamples = 577\nvalue = [468, 109]\nclass = Died", fillcolor="#e58139c4"] ;
0 -> 1 [labeldistance=2.5, labelangle=45, headlabel="True"] ;
2 [label="Nobility <= 0.5\ngini = 0.49\nsamples = 105\nvalue = [60, 45]\nclass = Died", fillcolor="#e5813940"] ;
1 -> 2 ;
3 [label="Fare <= 2.067\ngini = 0.471\nsamples = 95\nvalue = [59, 36]\nclass = Died", fillcolor="#e5813963"] ;
2 -> 3 ;
4 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]\nclass = Died", fillcolor="#e58139ff"] ;
3 -> 4 ;
5 [label="Fare <= 2.904\ngini = 0.485\nsamples = 87\nvalue = [51, 36]\nclass = Died", fillcolor="#e581394b"] ;
3 -> 5 ;
6 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]\nclass = Survived", fillcolor="#399de5ff"] ;
5 -> 6 ;
7 [label="gini = 0.48\nsamples = 85\nvalue = [51, 34]\nclass = Died", fillcolor="#e5813955"] ;
5 -> 7 ;
8 [label="Embarked_Q <= 0.5\ngini = 0.18\nsamples = 10\nvalue = [1, 9]\nclass = Survived", fillcolor="#399de5e3"] ;
2 -> 8 ;
9 [label="gini = 0.0\nsamples = 9\nvalue = [0, 9]\nclass = Survived", fillcolor="#399de5ff"] ;
8 -> 9 ;
10 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = Died", fillcolor="#e58139ff"] ;
8 -> 10 ;
11 [label="Age_group_Small child <= 0.5\ngini = 0.234\nsamples = 472\nvalue = [408, 64]\nclass = Died", fillcolor="#e58139d7"] ;
1 -> 11 ;
12 [label="Fare <= 3.993\ngini = 0.197\nsamples = 442\nvalue = [393, 49]\nclass = Died", fillcolor="#e58139df"] ;
11 -> 12 ;
13 [label="Pclass <= 1.5\ngini = 0.183\nsamples = 422\nvalue = [379, 43]\nclass = Died", fillcolor="#e58139e2"] ;
12 -> 13 ;
14 [label="gini = 0.34\nsamples = 23\nvalue = [18, 5]\nclass = Died", fillcolor="#e58139b8"] ;
13 -> 14 ;
15 [label="gini = 0.172\nsamples = 399\nvalue = [361, 38]\nclass = Died", fillcolor="#e58139e4"] ;
13 -> 15 ;
16 [label="Fare <= 4.076\ngini = 0.42\nsamples = 20\nvalue = [14, 6]\nclass = Died", fillcolor="#e5813992"] ;
12 -> 16 ;
17 [label="gini = 0.408\nsamples = 7\nvalue = [2, 5]\nclass = Survived", fillcolor="#399de599"] ;
16 -> 17 ;
18 [label="gini = 0.142\nsamples = 13\nvalue = [12, 1]\nclass = Died", fillcolor="#e58139ea"] ;
16 -> 18 ;
19 [label="SibSp <= 2.0\ngini = 0.5\nsamples = 30\nvalue = [15, 15]\nclass = Died", fillcolor="#e5813900"] ;
11 -> 19 ;
20 [label="gini = 0.0\nsamples = 14\nvalue = [0, 14]\nclass = Survived", fillcolor="#399de5ff"] ;
19 -> 20 ;
21 [label="Parch <= 1.5\ngini = 0.117\nsamples = 16\nvalue = [15, 1]\nclass = Died", fillcolor="#e58139ee"] ;
19 -> 21 ;
22 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]\nclass = Died", fillcolor="#e58139ff"] ;
21 -> 22 ;
23 [label="gini = 0.245\nsamples = 7\nvalue = [6, 1]\nclass = Died", fillcolor="#e58139d4"] ;
21 -> 23 ;
24 [label="Deck <= 0.5\ngini = 0.383\nsamples = 314\nvalue = [81, 233]\nclass = Survived", fillcolor="#399de5a6"] ;
0 -> 24 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
25 [label="Fare <= 3.151\ngini = 0.5\nsamples = 142\nvalue = [72, 70]\nclass = Died", fillcolor="#e5813907"] ;
24 -> 25 ;
26 [label="Embarked_S <= 0.5\ngini = 0.486\nsamples = 115\nvalue = [48, 67]\nclass = Survived", fillcolor="#399de548"] ;
25 -> 26 ;
27 [label="Fare <= 2.749\ngini = 0.422\nsamples = 53\nvalue = [16, 37]\nclass = Survived", fillcolor="#399de591"] ;
26 -> 27 ;
28 [label="gini = 0.454\nsamples = 46\nvalue = [16, 30]\nclass = Survived", fillcolor="#399de577"] ;
27 -> 28 ;
29 [label="gini = 0.0\nsamples = 7\nvalue = [0, 7]\nclass = Survived", fillcolor="#399de5ff"] ;
27 -> 29 ;
30 [label="Fare <= 2.381\ngini = 0.499\nsamples = 62\nvalue = [32, 30]\nclass = Died", fillcolor="#e5813910"] ;
26 -> 30 ;
31 [label="gini = 0.482\nsamples = 37\nvalue = [22, 15]\nclass = Died", fillcolor="#e5813951"] ;
30 -> 31 ;
32 [label="gini = 0.48\nsamples = 25\nvalue = [10, 15]\nclass = Survived", fillcolor="#399de555"] ;
30 -> 32 ;
33 [label="Familysize_couple/sibling pair <= 0.5\ngini = 0.198\nsamples = 27\nvalue = [24, 3]\nclass = Died", fillcolor="#e58139df"] ;
25 -> 33 ;
34 [label="Fare <= 3.445\ngini = 0.142\nsamples = 26\nvalue = [24, 2]\nclass = Died", fillcolor="#e58139ea"] ;
33 -> 34 ;
35 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]\nclass = Died", fillcolor="#e58139ff"] ;
34 -> 35 ;
36 [label="gini = 0.298\nsamples = 11\nvalue = [9, 2]\nclass = Died", fillcolor="#e58139c6"] ;
34 -> 36 ;
37 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]\nclass = Survived", fillcolor="#399de5ff"] ;
33 -> 37 ;
38 [label="Fare <= 3.362\ngini = 0.099\nsamples = 172\nvalue = [9, 163]\nclass = Survived", fillcolor="#399de5f1"] ;
24 -> 38 ;
39 [label="Fare <= 3.34\ngini = 0.176\nsamples = 72\nvalue = [7, 65]\nclass = Survived", fillcolor="#399de5e4"] ;
38 -> 39 ;
40 [label="Familysize_couple/sibling pair <= 0.5\ngini = 0.155\nsamples = 71\nvalue = [6, 65]\nclass = Survived", fillcolor="#399de5e7"] ;
39 -> 40 ;
41 [label="gini = 0.124\nsamples = 60\nvalue = [4, 56]\nclass = Survived", fillcolor="#399de5ed"] ;
40 -> 41 ;
42 [label="gini = 0.298\nsamples = 11\nvalue = [2, 9]\nclass = Survived", fillcolor="#399de5c6"] ;
40 -> 42 ;
43 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]\nclass = Died", fillcolor="#e58139ff"] ;
39 -> 43 ;
44 [label="sharing_cabin_with <= 3.5\ngini = 0.039\nsamples = 100\nvalue = [2, 98]\nclass = Survived", fillcolor="#399de5fa"] ;
38 -> 44 ;
45 [label="gini = 0.0\nsamples = 90\nvalue = [0, 90]\nclass = Survived", fillcolor="#399de5ff"] ;
44 -> 45 ;
46 [label="SibSp <= 1.5\ngini = 0.32\nsamples = 10\nvalue = [2, 8]\nclass = Survived", fillcolor="#399de5bf"] ;
44 -> 46 ;
47 [label="gini = 0.48\nsamples = 5\nvalue = [2, 3]\nclass = Survived", fillcolor="#399de555"] ;
46 -> 47 ;
48 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]\nclass = Survived", fillcolor="#399de5ff"] ;
46 -> 48 ;
}