titanic.dot

digraph Tree {
0 [label="sex <= 0.5000\ngini = 0.463206820413\nsamples = 623", shape="box"] ;
1 [label="pclass <= 2.5000\ngini = 0.38735161078\nsamples = 217", shape="box"] ;
0 -> 1 ;
2 [label="age <= 2.5000\ngini = 0.0973044049967\nsamples = 117", shape="box"] ;
1 -> 2 ;
3 [label="pclass <= 1.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
2 -> 3 ;
4 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
3 -> 4 ;
5 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
3 -> 5 ;
6 [label="pclass <= 1.5000\ngini = 0.0831758034026\nsamples = 115", shape="box"] ;
2 -> 6 ;
7 [label="age <= 49.5000\ngini = 0.0312421264802\nsamples = 63", shape="box"] ;
6 -> 7 ;
8 [label="gini = 0.0000\nsamples = 52\nvalue = [  0.  52.]", shape="box"] ;
7 -> 8 ;
9 [label="age <= 51.0000\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
7 -> 9 ;
10 [label="parch <= 0.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
9 -> 10 ;
11 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
10 -> 11 ;
12 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
10 -> 12 ;
13 [label="gini = 0.0000\nsamples = 9\nvalue = [ 0.  9.]", shape="box"] ;
9 -> 13 ;
14 [label="age <= 23.0000\ngini = 0.14201183432\nsamples = 52", shape="box"] ;
6 -> 14 ;
15 [label="gini = 0.0000\nsamples = 13\nvalue = [  0.  13.]", shape="box"] ;
14 -> 15 ;
16 [label="age <= 26.5000\ngini = 0.184089414859\nsamples = 39", shape="box"] ;
14 -> 16 ;
17 [label="age <= 25.5000\ngini = 0.444444444444\nsamples = 6", shape="box"] ;
16 -> 17 ;
18 [label="sibsp <= 0.5000\ngini = 0.32\nsamples = 5", shape="box"] ;
17 -> 18 ;
19 [label="parch <= 0.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
18 -> 19 ;
20 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
19 -> 20 ;
21 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
19 -> 21 ;
22 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
18 -> 22 ;
23 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
17 -> 23 ;
24 [label="age <= 37.0000\ngini = 0.113865932048\nsamples = 33", shape="box"] ;
16 -> 24 ;
25 [label="gini = 0.0000\nsamples = 19\nvalue = [  0.  19.]", shape="box"] ;
24 -> 25 ;
26 [label="age <= 39.0000\ngini = 0.244897959184\nsamples = 14", shape="box"] ;
24 -> 26 ;
27 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
26 -> 27 ;
28 [label="age <= 44.5000\ngini = 0.14201183432\nsamples = 13", shape="box"] ;
26 -> 28 ;
29 [label="age <= 43.0000\ngini = 0.32\nsamples = 5", shape="box"] ;
28 -> 29 ;
30 [label="gini = 0.0000\nsamples = 4\nvalue = [ 0.  4.]", shape="box"] ;
29 -> 30 ;
31 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
29 -> 31 ;
32 [label="gini = 0.0000\nsamples = 8\nvalue = [ 0.  8.]", shape="box"] ;
28 -> 32 ;
33 [label="sibsp <= 2.5000\ngini = 0.4998\nsamples = 100", shape="box"] ;
1 -> 33 ;
34 [label="age <= 39.0000\ngini = 0.495867768595\nsamples = 88", shape="box"] ;
33 -> 34 ;
35 [label="age <= 7.0000\ngini = 0.481974042621\nsamples = 79", shape="box"] ;
34 -> 35 ;
36 [label="gini = 0.0000\nsamples = 7\nvalue = [ 0.  7.]", shape="box"] ;
35 -> 36 ;
37 [label="age <= 29.3496\ngini = 0.493827160494\nsamples = 72", shape="box"] ;
35 -> 37 ;
38 [label="age <= 27.5000\ngini = 0.496326530612\nsamples = 35", shape="box"] ;
37 -> 38 ;
39 [label="sibsp <= 1.5000\ngini = 0.499479708637\nsamples = 31", shape="box"] ;
38 -> 39 ;
40 [label="age <= 19.5000\ngini = 0.489795918367\nsamples = 28", shape="box"] ;
39 -> 40 ;
41 [label="age <= 11.5000\ngini = 0.408163265306\nsamples = 14", shape="box"] ;
40 -> 41 ;
42 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
41 -> 42 ;
43 [label="age <= 18.5000\ngini = 0.355029585799\nsamples = 13", shape="box"] ;
41 -> 43 ;
44 [label="age <= 16.5000\ngini = 0.396694214876\nsamples = 11", shape="box"] ;
43 -> 44 ;
45 [label="age <= 14.5000\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
44 -> 45 ;
46 [label="sibsp <= 0.5000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
45 -> 46 ;
47 [label="age <= 13.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
46 -> 47 ;
48 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
47 -> 48 ;
49 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
47 -> 49 ;
50 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
46 -> 50 ;
51 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
45 -> 51 ;
52 [label="age <= 17.5000\ngini = 0.48\nsamples = 5", shape="box"] ;
44 -> 52 ;
53 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
52 -> 53 ;
54 [label="parch <= 0.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
52 -> 54 ;
55 [label="gini = 0.4444\nsamples = 3\nvalue = [ 1.  2.]", shape="box"] ;
54 -> 55 ;
56 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
54 -> 56 ;
57 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  2.]", shape="box"] ;
43 -> 57 ;
58 [label="parch <= 0.5000\ngini = 0.489795918367\nsamples = 14", shape="box"] ;
40 -> 58 ;
59 [label="sibsp <= 0.5000\ngini = 0.396694214876\nsamples = 11", shape="box"] ;
58 -> 59 ;
60 [label="age <= 25.5000\ngini = 0.46875\nsamples = 8", shape="box"] ;
59 -> 60 ;
61 [label="age <= 22.5000\ngini = 0.408163265306\nsamples = 7", shape="box"] ;
60 -> 61 ;
62 [label="age <= 21.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
61 -> 62 ;
63 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
62 -> 63 ;
64 [label="gini = 0.4444\nsamples = 3\nvalue = [ 1.  2.]", shape="box"] ;
62 -> 64 ;
65 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
61 -> 65 ;
66 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
60 -> 66 ;
67 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
59 -> 67 ;
68 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
58 -> 68 ;
69 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
39 -> 69 ;
70 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.]", shape="box"] ;
38 -> 70 ;
71 [label="age <= 29.8496\ngini = 0.45580715851\nsamples = 37", shape="box"] ;
37 -> 71 ;
72 [label="sibsp <= 0.5000\ngini = 0.3648\nsamples = 25", shape="box"] ;
71 -> 72 ;
73 [label="parch <= 1.0000\ngini = 0.415224913495\nsamples = 17", shape="box"] ;
72 -> 73 ;
74 [label="gini = 0.3911\nsamples = 15\nvalue = [  4.  11.]", shape="box"] ;
73 -> 74 ;
75 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
73 -> 75 ;
76 [label="sibsp <= 1.5000\ngini = 0.21875\nsamples = 8", shape="box"] ;
72 -> 76 ;
77 [label="parch <= 0.5000\ngini = 0.244897959184\nsamples = 7", shape="box"] ;
76 -> 77 ;
78 [label="gini = 0.2778\nsamples = 6\nvalue = [ 1.  5.]", shape="box"] ;
77 -> 78 ;
79 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
77 -> 79 ;
80 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
76 -> 80 ;
81 [label="age <= 33.5000\ngini = 0.486111111111\nsamples = 12", shape="box"] ;
71 -> 81 ;
82 [label="age <= 31.5000\ngini = 0.375\nsamples = 8", shape="box"] ;
81 -> 82 ;
83 [label="parch <= 0.5000\ngini = 0.408163265306\nsamples = 7", shape="box"] ;
82 -> 83 ;
84 [label="age <= 30.2500\ngini = 0.32\nsamples = 5", shape="box"] ;
83 -> 84 ;
85 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
84 -> 85 ;
86 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
84 -> 86 ;
87 [label="age <= 30.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
83 -> 87 ;
88 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
87 -> 88 ;
89 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
87 -> 89 ;
90 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
82 -> 90 ;
91 [label="sibsp <= 0.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
81 -> 91 ;
92 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
91 -> 92 ;
93 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
91 -> 93 ;
94 [label="age <= 55.0000\ngini = 0.197530864198\nsamples = 9", shape="box"] ;
34 -> 94 ;
95 [label="gini = 0.0000\nsamples = 8\nvalue = [ 8.  0.]", shape="box"] ;
94 -> 95 ;
96 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
94 -> 96 ;
97 [label="age <= 16.5000\ngini = 0.152777777778\nsamples = 12", shape="box"] ;
33 -> 97 ;
98 [label="gini = 0.0000\nsamples = 6\nvalue = [ 6.  0.]", shape="box"] ;
97 -> 98 ;
99 [label="age <= 23.3496\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
97 -> 99 ;
100 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
99 -> 100 ;
101 [label="gini = 0.0000\nsamples = 5\nvalue = [ 5.  0.]", shape="box"] ;
99 -> 101 ;
102 [label="age <= 11.5000\ngini = 0.275583003713\nsamples = 406", shape="box"] ;
0 -> 102 ;
103 [label="sibsp <= 2.5000\ngini = 0.4608\nsamples = 25", shape="box"] ;
102 -> 103 ;
104 [label="gini = 0.0000\nsamples = 15\nvalue = [  0.  15.]", shape="box"] ;
103 -> 104 ;
105 [label="parch <= 1.5000\ngini = 0.18\nsamples = 10", shape="box"] ;
103 -> 105 ;
106 [label="gini = 0.0000\nsamples = 6\nvalue = [ 6.  0.]", shape="box"] ;
105 -> 106 ;
107 [label="age <= 3.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
105 -> 107 ;
108 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
107 -> 108 ;
109 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
107 -> 109 ;
110 [label="pclass <= 1.5000\ngini = 0.231880463761\nsamples = 381", shape="box"] ;
102 -> 110 ;
111 [label="age <= 30.3496\ngini = 0.426035502959\nsamples = 78", shape="box"] ;
110 -> 111 ;
112 [label="age <= 27.5000\ngini = 0.293367346939\nsamples = 28", shape="box"] ;
111 -> 112 ;
113 [label="age <= 22.5000\ngini = 0.42\nsamples = 10", shape="box"] ;
112 -> 113 ;
114 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.]", shape="box"] ;
113 -> 114 ;
115 [label="parch <= 1.5000\ngini = 0.5\nsamples = 6", shape="box"] ;
113 -> 115 ;
116 [label="age <= 25.0000\ngini = 0.48\nsamples = 5", shape="box"] ;
115 -> 116 ;
117 [label="age <= 23.5000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
116 -> 117 ;
118 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
117 -> 118 ;
119 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.]", shape="box"] ;
117 -> 119 ;
120 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  2.]", shape="box"] ;
116 -> 120 ;
121 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
115 -> 121 ;
122 [label="age <= 29.3496\ngini = 0.197530864198\nsamples = 18", shape="box"] ;
112 -> 122 ;
123 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
122 -> 123 ;
124 [label="gini = 0.2311\nsamples = 15\nvalue = [ 13.   2.]", shape="box"] ;
122 -> 124 ;
125 [label="age <= 36.5000\ngini = 0.4712\nsamples = 50", shape="box"] ;
111 -> 125 ;
126 [label="age <= 33.5000\ngini = 0.396694214876\nsamples = 11", shape="box"] ;
125 -> 126 ;
127 [label="sibsp <= 0.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
126 -> 127 ;
128 [label="age <= 31.5000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
127 -> 128 ;
129 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
128 -> 129 ;
130 [label="age <= 32.5000\ngini = 0.5\nsamples = 2", shape="box"] ;
128 -> 130 ;
131 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
130 -> 131 ;
132 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
130 -> 132 ;
133 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
127 -> 133 ;
134 [label="age <= 35.5000\ngini = 0.244897959184\nsamples = 7", shape="box"] ;
126 -> 134 ;
135 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
134 -> 135 ;
136 [label="parch <= 0.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
134 -> 136 ;
137 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
136 -> 137 ;
138 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  2.]", shape="box"] ;
136 -> 138 ;
139 [label="age <= 75.5000\ngini = 0.404996712689\nsamples = 39", shape="box"] ;
125 -> 139 ;
140 [label="age <= 60.5000\ngini = 0.387811634349\nsamples = 38", shape="box"] ;
139 -> 140 ;
141 [label="age <= 39.5000\ngini = 0.451843043995\nsamples = 29", shape="box"] ;
140 -> 141 ;
142 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.]", shape="box"] ;
141 -> 142 ;
143 [label="sibsp <= 1.5000\ngini = 0.48\nsamples = 25", shape="box"] ;
141 -> 143 ;
144 [label="age <= 43.5000\ngini = 0.46875\nsamples = 24", shape="box"] ;
143 -> 144 ;
145 [label="age <= 41.0000\ngini = 0.48\nsamples = 5", shape="box"] ;
144 -> 145 ;
146 [label="gini = 0.4444\nsamples = 3\nvalue = [ 2.  1.]", shape="box"] ;
145 -> 146 ;
147 [label="gini = 0.0000\nsamples = 2\nvalue = [ 0.  2.]", shape="box"] ;
145 -> 147 ;
148 [label="age <= 47.5000\ngini = 0.432132963989\nsamples = 19", shape="box"] ;
144 -> 148 ;
149 [label="gini = 0.0000\nsamples = 5\nvalue = [ 5.  0.]", shape="box"] ;
148 -> 149 ;
150 [label="age <= 48.5000\ngini = 0.489795918367\nsamples = 14", shape="box"] ;
148 -> 150 ;
151 [label="gini = 0.0000\nsamples = 3\nvalue = [ 0.  3.]", shape="box"] ;
150 -> 151 ;
152 [label="age <= 55.5000\ngini = 0.396694214876\nsamples = 11", shape="box"] ;
150 -> 152 ;
153 [label="parch <= 0.5000\ngini = 0.244897959184\nsamples = 7", shape="box"] ;
152 -> 153 ;
154 [label="sibsp <= 0.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
153 -> 154 ;
155 [label="age <= 53.0000\ngini = 0.5\nsamples = 2", shape="box"] ;
154 -> 155 ;
156 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
155 -> 156 ;
157 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
155 -> 157 ;
158 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.]", shape="box"] ;
154 -> 158 ;
159 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
153 -> 159 ;
160 [label="parch <= 0.5000\ngini = 0.5\nsamples = 4", shape="box"] ;
152 -> 160 ;
161 [label="age <= 58.0000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
160 -> 161 ;
162 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
161 -> 162 ;
163 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
161 -> 163 ;
164 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
160 -> 164 ;
165 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
143 -> 165 ;
166 [label="gini = 0.0000\nsamples = 9\nvalue = [ 9.  0.]", shape="box"] ;
140 -> 166 ;
167 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
139 -> 167 ;
168 [label="age <= 45.2500\ngini = 0.162337025782\nsamples = 303", shape="box"] ;
110 -> 168 ;
169 [label="age <= 44.5000\ngini = 0.175943906476\nsamples = 277", shape="box"] ;
168 -> 169 ;
170 [label="sibsp <= 0.5000\ngini = 0.17121322314\nsamples = 275", shape="box"] ;
169 -> 170 ;
171 [label="age <= 30.7500\ngini = 0.192841490139\nsamples = 222", shape="box"] ;
170 -> 171 ;
172 [label="age <= 27.5000\ngini = 0.16613877551\nsamples = 175", shape="box"] ;
171 -> 172 ;
173 [label="age <= 26.5000\ngini = 0.212534718029\nsamples = 91", shape="box"] ;
172 -> 173 ;
174 [label="age <= 19.5000\ngini = 0.187398593835\nsamples = 86", shape="box"] ;
173 -> 174 ;
175 [label="pclass <= 2.5000\ngini = 0.252400548697\nsamples = 27", shape="box"] ;
174 -> 175 ;
176 [label="age <= 18.5000\ngini = 0.375\nsamples = 4", shape="box"] ;
175 -> 176 ;
177 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.]", shape="box"] ;
176 -> 177 ;
178 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
176 -> 178 ;
179 [label="age <= 16.5000\ngini = 0.226843100189\nsamples = 23", shape="box"] ;
175 -> 179 ;
180 [label="gini = 0.3750\nsamples = 4\nvalue = [ 3.  1.]", shape="box"] ;
179 -> 180 ;
181 [label="age <= 17.5000\ngini = 0.18836565097\nsamples = 19", shape="box"] ;
179 -> 181 ;
182 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
181 -> 182 ;
183 [label="age <= 18.5000\ngini = 0.21875\nsamples = 16", shape="box"] ;
181 -> 183 ;
184 [label="gini = 0.3200\nsamples = 5\nvalue = [ 4.  1.]", shape="box"] ;
183 -> 184 ;
185 [label="gini = 0.1653\nsamples = 11\nvalue = [ 10.   1.]", shape="box"] ;
183 -> 185 ;
186 [label="pclass <= 2.5000\ngini = 0.155127836828\nsamples = 59", shape="box"] ;
174 -> 186 ;
187 [label="gini = 0.0000\nsamples = 7\nvalue = [ 7.  0.]", shape="box"] ;
186 -> 187 ;
188 [label="age <= 25.5000\ngini = 0.173816568047\nsamples = 52", shape="box"] ;
186 -> 188 ;
189 [label="age <= 23.7500\ngini = 0.190131281123\nsamples = 47", shape="box"] ;
188 -> 189 ;
190 [label="age <= 22.5000\ngini = 0.156734693878\nsamples = 35", shape="box"] ;
189 -> 190 ;
191 [label="age <= 20.2500\ngini = 0.169921875\nsamples = 32", shape="box"] ;
190 -> 191 ;
192 [label="gini = 0.1800\nsamples = 10\nvalue = [ 9.  1.]", shape="box"] ;
191 -> 192 ;
193 [label="age <= 20.7500\ngini = 0.165289256198\nsamples = 22", shape="box"] ;
191 -> 193 ;
194 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
193 -> 194 ;
195 [label="age <= 21.5000\ngini = 0.172335600907\nsamples = 21", shape="box"] ;
193 -> 195 ;
196 [label="gini = 0.1653\nsamples = 11\nvalue = [ 10.   1.]", shape="box"] ;
195 -> 196 ;
197 [label="gini = 0.1800\nsamples = 10\nvalue = [ 9.  1.]", shape="box"] ;
195 -> 197 ;
198 [label="gini = 0.0000\nsamples = 3\nvalue = [ 3.  0.]", shape="box"] ;
190 -> 198 ;
199 [label="age <= 24.5000\ngini = 0.277777777778\nsamples = 12", shape="box"] ;
189 -> 199 ;
200 [label="gini = 0.2778\nsamples = 6\nvalue = [ 5.  1.]", shape="box"] ;
199 -> 200 ;
201 [label="gini = 0.2778\nsamples = 6\nvalue = [ 5.  1.]", shape="box"] ;
199 -> 201 ;
202 [label="gini = 0.0000\nsamples = 5\nvalue = [ 5.  0.]", shape="box"] ;
188 -> 202 ;
203 [label="pclass <= 2.5000\ngini = 0.48\nsamples = 5", shape="box"] ;
173 -> 203 ;
204 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.]", shape="box"] ;
203 -> 204 ;
205 [label="gini = 0.4444\nsamples = 3\nvalue = [ 1.  2.]", shape="box"] ;
203 -> 205 ;
206 [label="age <= 28.7500\ngini = 0.111961451247\nsamples = 84", shape="box"] ;
172 -> 206 ;
207 [label="gini = 0.0000\nsamples = 11\nvalue = [ 11.   0.]", shape="box"] ;
206 -> 207 ;
208 [label="age <= 29.3496\ngini = 0.127603677988\nsamples = 73", shape="box"] ;
206 -> 208 ;
209 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
208 -> 209 ;
210 [label="pclass <= 2.5000\ngini = 0.106328109502\nsamples = 71", shape="box"] ;
208 -> 210 ;
211 [label="age <= 29.8496\ngini = 0.18\nsamples = 10", shape="box"] ;
210 -> 211 ;
212 [label="gini = 0.2778\nsamples = 6\nvalue = [ 5.  1.]", shape="box"] ;
211 -> 212 ;
213 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.]", shape="box"] ;
211 -> 213 ;
214 [label="age <= 29.8496\ngini = 0.0935232464391\nsamples = 61", shape="box"] ;
210 -> 214 ;
215 [label="gini = 0.0713\nsamples = 54\nvalue = [ 52.   2.]", shape="box"] ;
214 -> 215 ;
216 [label="age <= 30.2500\ngini = 0.244897959184\nsamples = 7", shape="box"] ;
214 -> 216 ;
217 [label="gini = 0.2778\nsamples = 6\nvalue = [ 5.  1.]", shape="box"] ;
216 -> 217 ;
218 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
216 -> 218 ;
219 [label="age <= 32.5000\ngini = 0.282480760525\nsamples = 47", shape="box"] ;
171 -> 219 ;
220 [label="age <= 31.5000\ngini = 0.495867768595\nsamples = 11", shape="box"] ;
219 -> 220 ;
221 [label="pclass <= 2.5000\ngini = 0.444444444444\nsamples = 3", shape="box"] ;
220 -> 221 ;
222 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
221 -> 222 ;
223 [label="gini = 0.0000\nsamples = 2\nvalue = [ 2.  0.]", shape="box"] ;
221 -> 223 ;
224 [label="pclass <= 2.5000\ngini = 0.5\nsamples = 8", shape="box"] ;
220 -> 224 ;
225 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
224 -> 225 ;
226 [label="gini = 0.4898\nsamples = 7\nvalue = [ 3.  4.]", shape="box"] ;
224 -> 226 ;
227 [label="pclass <= 2.5000\ngini = 0.152777777778\nsamples = 36", shape="box"] ;
219 -> 227 ;
228 [label="age <= 34.5000\ngini = 0.32\nsamples = 10", shape="box"] ;
227 -> 228 ;
229 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
228 -> 229 ;
230 [label="age <= 40.5000\ngini = 0.21875\nsamples = 8", shape="box"] ;
228 -> 230 ;
231 [label="gini = 0.0000\nsamples = 6\nvalue = [ 6.  0.]", shape="box"] ;
230 -> 231 ;
232 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
230 -> 232 ;
233 [label="age <= 38.5000\ngini = 0.0739644970414\nsamples = 26", shape="box"] ;
227 -> 233 ;
234 [label="gini = 0.0000\nsamples = 15\nvalue = [ 15.   0.]", shape="box"] ;
233 -> 234 ;
235 [label="age <= 39.5000\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
233 -> 235 ;
236 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
235 -> 236 ;
237 [label="gini = 0.0000\nsamples = 9\nvalue = [ 9.  0.]", shape="box"] ;
235 -> 237 ;
238 [label="age <= 20.5000\ngini = 0.0726237095052\nsamples = 53", shape="box"] ;
170 -> 238 ;
239 [label="age <= 19.5000\ngini = 0.165289256198\nsamples = 11", shape="box"] ;
238 -> 239 ;
240 [label="gini = 0.0000\nsamples = 10\nvalue = [ 10.   0.]", shape="box"] ;
239 -> 240 ;
241 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
239 -> 241 ;
242 [label="parch <= 0.5000\ngini = 0.046485260771\nsamples = 42", shape="box"] ;
238 -> 242 ;
243 [label="gini = 0.0000\nsamples = 29\nvalue = [ 29.   0.]", shape="box"] ;
242 -> 243 ;
244 [label="parch <= 1.5000\ngini = 0.14201183432\nsamples = 13", shape="box"] ;
242 -> 244 ;
245 [label="age <= 31.3496\ngini = 0.277777777778\nsamples = 6", shape="box"] ;
244 -> 245 ;
246 [label="sibsp <= 2.0000\ngini = 0.5\nsamples = 2", shape="box"] ;
245 -> 246 ;
247 [label="gini = 0.0000\nsamples = 1\nvalue = [ 0.  1.]", shape="box"] ;
246 -> 247 ;
248 [label="gini = 0.0000\nsamples = 1\nvalue = [ 1.  0.]", shape="box"] ;
246 -> 248 ;
249 [label="gini = 0.0000\nsamples = 4\nvalue = [ 4.  0.]", shape="box"] ;
245 -> 249 ;
250 [label="gini = 0.0000\nsamples = 7\nvalue = [ 7.  0.]", shape="box"] ;
244 -> 250 ;
251 [label="gini = 0.5000\nsamples = 2\nvalue = [ 1.  1.]", shape="box"] ;
169 -> 251 ;
252 [label="gini = 0.0000\nsamples = 26\nvalue = [ 26.   0.]", shape="box"] ;
168 -> 252 ;
}