DecisionTree10.dot

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="age_group_40 - 49 Years <= 0.5\ngini = 0.002\nsamples = 5232\nvalue = [5226, 6]"] ;
3 -> 4 ;
5 [label="hosp_yn_Unknown <= 0.5\ngini = 0.001\nsamples = 4233\nvalue = [4231, 2]"] ;
4 -> 5 ;
6 [label="gini = 0.0\nsamples = 2417\nvalue = [2417, 0]"] ;
5 -> 6 ;
7 [label="age_group_50 - 59 Years <= 0.5\ngini = 0.002\nsamples = 1816\nvalue = [1814, 2]"] ;
5 -> 7 ;
8 [label="age_group_20 - 29 Years <= 0.5\ngini = 0.001\nsamples = 1412\nvalue = [1411, 1]"] ;
7 -> 8 ;
9 [label="gini = 0.0\nsamples = 837\nvalue = [837, 0]"] ;
8 -> 9 ;
10 [label="medcond_yn_Unknown <= 0.5\ngini = 0.003\nsamples = 575\nvalue = [574, 1]"] ;
8 -> 10 ;
11 [label="gini = 0.0\nsamples = 44\nvalue = [44, 0]"] ;
10 -> 11 ;
12 [label="gini = 0.004\nsamples = 531\nvalue = [530, 1]"] ;
10 -> 12 ;
13 [label="medcond_yn_Unknown <= 0.5\ngini = 0.005\nsamples = 404\nvalue = [403, 1]"] ;
7 -> 13 ;
14 [label="gini = 0.0\nsamples = 24\nvalue = [24, 0]"] ;
13 -> 14 ;
15 [label="gini = 0.005\nsamples = 380\nvalue = [379, 1]"] ;
13 -> 15 ;
16 [label="hosp_yn_Unknown <= 0.5\ngini = 0.008\nsamples = 999\nvalue = [995, 4]"] ;
4 -> 16 ;
17 [label="icu_yn_Unknown <= 0.5\ngini = 0.014\nsamples = 556\nvalue = [552, 4]"] ;
16 -> 17 ;
18 [label="gini = 0.0\nsamples = 81\nvalue = [81, 0]"] ;
17 -> 18 ;
19 [label="medcond_yn_Unknown <= 0.5\ngini = 0.017\nsamples = 475\nvalue = [471, 4]"] ;
17 -> 19 ;
20 [label="medcond_yn_Yes <= 0.5\ngini = 0.031\nsamples = 63\nvalue = [62, 1]"] ;
19 -> 20 ;
21 [label="gini = 0.083\nsamples = 23\nvalue = [22, 1]"] ;
20 -> 21 ;
22 [label="gini = 0.0\nsamples = 40\nvalue = [40, 0]"] ;
20 -> 22 ;
23 [label="gini = 0.014\nsamples = 412\nvalue = [409, 3]"] ;
19 -> 23 ;
24 [label="gini = 0.0\nsamples = 443\nvalue = [443, 0]"] ;
16 -> 24 ;
25 [label="hosp_yn_Unknown <= 0.5\ngini = 0.037\nsamples = 693\nvalue = [680, 13]"] ;
3 -> 25 ;
26 [label="medcond_yn_Yes <= 0.5\ngini = 0.02\nsamples = 397\nvalue = [393, 4]"] ;
25 -> 26 ;
27 [label="medcond_yn_Unknown <= 0.5\ngini = 0.006\nsamples = 316\nvalue = [315, 1]"] ;
26 -> 27 ;
28 [label="gini = 0.0\nsamples = 26\nvalue = [26, 0]"] ;
27 -> 28 ;
29 [label="icu_yn_Unknown <= 0.5\ngini = 0.007\nsamples = 290\nvalue = [289, 1]"] ;
27 -> 29 ;
30 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
29 -> 30 ;
31 [label="gini = 0.007\nsamples = 282\nvalue = [281, 1]"] ;
29 -> 31 ;
32 [label="icu_yn_Unknown <= 0.5\ngini = 0.071\nsamples = 81\nvalue = [78, 3]"] ;
26 -> 32 ;
33 [label="gini = 0.061\nsamples = 32\nvalue = [31, 1]"] ;
32 -> 33 ;
34 [label="gini = 0.078\nsamples = 49\nvalue = [47, 2]"] ;
32 -> 34 ;
35 [label="medcond_yn_Yes <= 0.5\ngini = 0.059\nsamples = 296\nvalue = [287, 9]"] ;
25 -> 35 ;
36 [label="medcond_yn_Unknown <= 0.5\ngini = 0.056\nsamples = 278\nvalue = [270, 8]"] ;
35 -> 36 ;
37 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
36 -> 37 ;
38 [label="gini = 0.059\nsamples = 262\nvalue = [254, 8]"] ;
36 -> 38 ;
39 [label="icu_yn_Unknown <= 0.5\ngini = 0.105\nsamples = 18\nvalue = [17, 1]"] ;
35 -> 39 ;
40 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
39 -> 40 ;
41 [label="gini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
39 -> 41 ;
42 [label="hosp_yn_Unknown <= 0.5\ngini = 0.131\nsamples = 327\nvalue = [304, 23]"] ;
2 -> 42 ;
43 [label="icu_yn_Unknown <= 0.5\ngini = 0.056\nsamples = 174\nvalue = [169, 5]"] ;
42 -> 43 ;
44 [label="gini = 0.0\nsamples = 28\nvalue = [28, 0]"] ;
43 -> 44 ;
45 [label="medcond_yn_Yes <= 0.5\ngini = 0.066\nsamples = 146\nvalue = [141, 5]"] ;
43 -> 45 ;
46 [label="medcond_yn_Unknown <= 0.5\ngini = 0.06\nsamples = 130\nvalue = [126, 4]"] ;
45 -> 46 ;
47 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]"] ;
46 -> 47 ;
48 [label="gini = 0.061\nsamples = 126\nvalue = [122, 4]"] ;
46 -> 48 ;
49 [label="hosp_yn_OTH <= 0.5\ngini = 0.117\nsamples = 16\nvalue = [15, 1]"] ;
45 -> 49 ;
50 [label="gini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
49 -> 50 ;
51 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
49 -> 51 ;
52 [label="medcond_yn_Unknown <= 0.5\ngini = 0.208\nsamples = 153\nvalue = [135, 18]"] ;
42 -> 52 ;
53 [label="medcond_yn_Yes <= 0.5\ngini = 0.1\nsamples = 19\nvalue = [18, 1]"] ;
52 -> 53 ;
54 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]"] ;
53 -> 54 ;
55 [label="gini = 0.142\nsamples = 13\nvalue = [12, 1]"] ;
53 -> 55 ;
56 [label="icu_yn_Unknown <= 0.5\ngini = 0.222\nsamples = 134\nvalue = [117, 17]"] ;
52 -> 56 ;
57 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
56 -> 57 ;
58 [label="gini = 0.223\nsamples = 133\nvalue = [116, 17]"] ;
56 -> 58 ;
59 [label="hosp_yn_Unknown <= 0.5\ngini = 0.356\nsamples = 216\nvalue = [166, 50]"] ;
1 -> 59 ;
60 [label="medcond_yn_Yes <= 0.5\ngini = 0.261\nsamples = 110\nvalue = [93, 17]"] ;
59 -> 60 ;
61 [label="icu_yn_Unknown <= 0.5\ngini = 0.226\nsamples = 77\nvalue = [67, 10]"] ;
60 -> 61 ;
62 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
61 -> 62 ;
63 [label="medcond_yn_Unknown <= 0.5\ngini = 0.248\nsamples = 69\nvalue = [59, 10]"] ;
61 -> 63 ;
64 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
63 -> 64 ;
65 [label="gini = 0.251\nsamples = 68\nvalue = [58, 10]"] ;
63 -> 65 ;
66 [label="icu_yn_Unknown <= 0.5\ngini = 0.334\nsamples = 33\nvalue = [26, 7]"] ;
60 -> 66 ;
67 [label="gini = 0.219\nsamples = 16\nvalue = [14, 2]"] ;
66 -> 67 ;
68 [label="gini = 0.415\nsamples = 17\nvalue = [12, 5]"] ;
66 -> 68 ;
69 [label="medcond_yn_Yes <= 0.5\ngini = 0.429\nsamples = 106\nvalue = [73, 33]"] ;
59 -> 69 ;
70 [label="medcond_yn_Unknown <= 0.5\ngini = 0.418\nsamples = 104\nvalue = [73, 31]"] ;
69 -> 70 ;
71 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
70 -> 71 ;
72 [label="gini = 0.421\nsamples = 103\nvalue = [72, 31]"] ;
70 -> 72 ;
73 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
69 -> 73 ;
74 [label="age_group_80+ Years <= 0.5\ngini = 0.412\nsamples = 455\nvalue = [323, 132]"] ;
0 -> 74 [labeldistance=2.5, labelangle=-45, headlabel="False"] ;
75 [label="age_group_70 - 79 Years <= 0.5\ngini = 0.369\nsamples = 360\nvalue = [272, 88]"] ;
74 -> 75 ;
76 [label="age_group_60 - 69 Years <= 0.5\ngini = 0.291\nsamples = 266\nvalue = [219, 47]"] ;
75 -> 76 ;
77 [label="icu_yn_Yes <= 0.5\ngini = 0.2\nsamples = 177\nvalue = [157, 20]"] ;
76 -> 77 ;
78 [label="age_group_40 - 49 Years <= 0.5\ngini = 0.18\nsamples = 160\nvalue = [144, 16]"] ;
77 -> 78 ;
79 [label="medcond_yn_Yes <= 0.5\ngini = 0.211\nsamples = 117\nvalue = [103, 14]"] ;
78 -> 79 ;
80 [label="age_group_30 - 39 Years <= 0.5\ngini = 0.196\nsamples = 100\nvalue = [89, 11]"] ;
79 -> 80 ;
81 [label="icu_yn_Unknown <= 0.5\ngini = 0.212\nsamples = 83\nvalue = [73, 10]"] ;
80 -> 81 ;
82 [label="age_group_20 - 29 Years <= 0.5\ngini = 0.153\nsamples = 12\nvalue = [11, 1]"] ;
81 -> 82 ;
83 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]"] ;
82 -> 83 ;
84 [label="gini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
82 -> 84 ;
85 [label="age_group_50 - 59 Years <= 0.5\ngini = 0.221\nsamples = 71\nvalue = [62, 9]"] ;
81 -> 85 ;
86 [label="gini = 0.165\nsamples = 22\nvalue = [20, 2]"] ;
85 -> 86 ;
87 [label="gini = 0.245\nsamples = 49\nvalue = [42, 7]"] ;
85 -> 87 ;
88 [label="icu_yn_Unknown <= 0.5\ngini = 0.111\nsamples = 17\nvalue = [16, 1]"] ;
80 -> 88 ;
89 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]"] ;
88 -> 89 ;
90 [label="gini = 0.124\nsamples = 15\nvalue = [14, 1]"] ;
88 -> 90 ;
91 [label="icu_yn_Unknown <= 0.5\ngini = 0.291\nsamples = 17\nvalue = [14, 3]"] ;
79 -> 91 ;
92 [label="age_group_50 - 59 Years <= 0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
91 -> 92 ;
93 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]"] ;
92 -> 93 ;
94 [label="gini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
92 -> 94 ;
95 [label="age_group_30 - 39 Years <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]"] ;
91 -> 95 ;
96 [label="gini = 0.32\nsamples = 5\nvalue = [4, 1]"] ;
95 -> 96 ;
97 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]"] ;
95 -> 97 ;
98 [label="icu_yn_Unknown <= 0.5\ngini = 0.089\nsamples = 43\nvalue = [41, 2]"] ;
78 -> 98 ;
99 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]"] ;
98 -> 99 ;
100 [label="medcond_yn_Unknown <= 0.5\ngini = 0.124\nsamples = 30\nvalue = [28, 2]"] ;
98 -> 100 ;
101 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
100 -> 101 ;
102 [label="gini = 0.128\nsamples = 29\nvalue = [27, 2]"] ;
100 -> 102 ;
103 [label="medcond_yn_Unknown <= 0.5\ngini = 0.36\nsamples = 17\nvalue = [13, 4]"] ;
77 -> 103 ;
104 [label="age_group_30 - 39 Years <= 0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]"] ;
103 -> 104 ;
105 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]"] ;
104 -> 105 ;
106 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
104 -> 106 ;
107 [label="age_group_50 - 59 Years <= 0.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
103 -> 107 ;
108 [label="age_group_40 - 49 Years <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]"] ;
107 -> 108 ;
109 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]"] ;
108 -> 109 ;
110 [label="gini = 0.444\nsamples = 3\nvalue = [2, 1]"] ;
108 -> 110 ;
111 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
107 -> 111 ;
112 [label="icu_yn_Yes <= 0.5\ngini = 0.423\nsamples = 89\nvalue = [62, 27]"] ;
76 -> 112 ;
113 [label="icu_yn_Unknown <= 0.5\ngini = 0.365\nsamples = 75\nvalue = [57, 18]"] ;
112 -> 113 ;
114 [label="medcond_yn_Unknown <= 0.5\ngini = 0.087\nsamples = 22\nvalue = [21, 1]"] ;
113 -> 114 ;
115 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]"] ;
114 -> 115 ;
116 [label="gini = 0.278\nsamples = 6\nvalue = [5, 1]"] ;
114 -> 116 ;
117 [label="medcond_yn_Yes <= 0.5\ngini = 0.436\nsamples = 53\nvalue = [36, 17]"] ;
113 -> 117 ;
118 [label="gini = 0.391\nsamples = 45\nvalue = [33, 12]"] ;
117 -> 118 ;
119 [label="gini = 0.469\nsamples = 8\nvalue = [3, 5]"] ;
117 -> 119 ;
120 [label="medcond_yn_Unknown <= 0.5\ngini = 0.459\nsamples = 14\nvalue = [5, 9]"] ;
112 -> 120 ;
121 [label="gini = 0.408\nsamples = 7\nvalue = [2, 5]"] ;
120 -> 121 ;
122 [label="gini = 0.49\nsamples = 7\nvalue = [3, 4]"] ;
120 -> 122 ;
123 [label="icu_yn_Yes <= 0.5\ngini = 0.492\nsamples = 94\nvalue = [53, 41]"] ;
75 -> 123 ;
124 [label="icu_yn_Unknown <= 0.5\ngini = 0.478\nsamples = 81\nvalue = [49, 32]"] ;
123 -> 124 ;
125 [label="medcond_yn_Unknown <= 0.5\ngini = 0.231\nsamples = 15\nvalue = [13, 2]"] ;
124 -> 125 ;
126 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]"] ;
125 -> 126 ;
127 [label="gini = 0.375\nsamples = 8\nvalue = [6, 2]"] ;
125 -> 127 ;
128 [label="medcond_yn_Yes <= 0.5\ngini = 0.496\nsamples = 66\nvalue = [36, 30]"] ;
124 -> 128 ;
129 [label="medcond_yn_Unknown <= 0.5\ngini = 0.471\nsamples = 58\nvalue = [36, 22]"] ;
128 -> 129 ;
130 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
129 -> 130 ;
131 [label="gini = 0.469\nsamples = 56\nvalue = [35, 21]"] ;
129 -> 131 ;
132 [label="gini = 0.0\nsamples = 8\nvalue = [0, 8]"] ;
128 -> 132 ;
133 [label="medcond_yn_Unknown <= 0.5\ngini = 0.426\nsamples = 13\nvalue = [4, 9]"] ;
123 -> 133 ;
134 [label="medcond_yn_Yes <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [2, 6]"] ;
133 -> 134 ;
135 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]"] ;
134 -> 135 ;
136 [label="gini = 0.444\nsamples = 6\nvalue = [2, 4]"] ;
134 -> 136 ;
137 [label="gini = 0.48\nsamples = 5\nvalue = [2, 3]"] ;
133 -> 137 ;
138 [label="icu_yn_Unknown <= 0.5\ngini = 0.497\nsamples = 95\nvalue = [51, 44]"] ;
74 -> 138 ;
139 [label="icu_yn_Yes <= 0.5\ngini = 0.469\nsamples = 32\nvalue = [20, 12]"] ;
138 -> 139 ;
140 [label="medcond_yn_Yes <= 0.5\ngini = 0.408\nsamples = 21\nvalue = [15, 6]"] ;
139 -> 140 ;
141 [label="medcond_yn_Unknown <= 0.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]"] ;
140 -> 141 ;
142 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
141 -> 142 ;
143 [label="gini = 0.42\nsamples = 10\nvalue = [7, 3]"] ;
141 -> 143 ;
144 [label="gini = 0.346\nsamples = 9\nvalue = [7, 2]"] ;
140 -> 144 ;
145 [label="medcond_yn_Yes <= 0.5\ngini = 0.496\nsamples = 11\nvalue = [5, 6]"] ;
139 -> 145 ;
146 [label="medcond_yn_Unknown <= 0.5\ngini = 0.5\nsamples = 8\nvalue = [4, 4]"] ;
145 -> 146 ;
147 [label="gini = 0.5\nsamples = 2\nvalue = [1, 1]"] ;
146 -> 147 ;
148 [label="gini = 0.5\nsamples = 6\nvalue = [3, 3]"] ;
146 -> 148 ;
149 [label="gini = 0.444\nsamples = 3\nvalue = [1, 2]"] ;
145 -> 149 ;
150 [label="medcond_yn_Unknown <= 0.5\ngini = 0.5\nsamples = 63\nvalue = [31, 32]"] ;
138 -> 150 ;
151 [label="gini = 0.463\nsamples = 11\nvalue = [4, 7]"] ;
150 -> 151 ;
152 [label="gini = 0.499\nsamples = 52\nvalue = [27, 25]"] ;
150 -> 152 ;
}