Output Text Format
There are 17 covariates
Original status of variables are
1 1 3 3 1 1 3 1 3 3 3 3 3 3 1 3 3
1 refers to as an ordinal covariate and a positive integer i
means a nominal one that has i categories
For an ordinal covariate, the min. and max. will be given;
For a nominal one, the counts corresponding to each level will be listed.
1: 13.000000 45.000000
2: 0.000000 2568.000000
3: 2607(1) 88(2) 19(3) 12(4) 3(5) 101(6)
4: 2551(1) 163(2) 67(3) 35(4) 14(5)
5: 8.000000 61.000000
6: 51.000000 73.000000
7: 83(0) 552(1) 2195(2)
8: 0.000000 13.000000
9: 2349(0) 481(1)
10: 2416(0) 414(1)
11: 1158(0) 1672(1)
12: 2651(0) 179(1)
13: 2815(0) 15(1)
14: 1125(0) 1705(1)
15: 0.000000 75.000000
16: 277(0) 2553(1)
17: 2780(0) 22(1) 8(2) 11(3) 6(4) 2(5) 1(6)
The initial tree:
node #cases left right split var cut-off
1 2830 2 3 1 35.00000
2 2402 4 5 4 {4,3,1}
3 428 6 7 1 39.00000
4 165 8 9 14 {0}
5 2237 10 11 15 13.00000
6 340 12 13 15 12.00000
7 88 14 15 15 0.00000
8 70 16 17 8 1.00000
9 95 18 19 1 27.00000
10 2053 20 21 4 {3}
11 184 22 23 7 {1,0}
12 284 24 25 15 2.00000
13 56 terminal node with distribution: 48 8
14 44 terminal node with distribution: 34 10
15 44 terminal node with distribution: 41 3
16 41 terminal node with distribution: 38 3
17 29 terminal node with distribution: 21 8
18 45 terminal node with distribution: 45 0
19 50 terminal node with distribution: 45 5
20 1995 26 27 8 1.00000
21 58 terminal node with distribution: 58 0
22 134 28 29 2 110.00000
23 50 terminal node with distribution: 50 0
24 198 30 31 2 238.00000
25 86 32 33 1 37.00000
26 1301 34 35 6 68.00000
27 694 36 37 15 7.00000
28 53 terminal node with distribution: 51 2
29 81 38 39 16 {0}
30 164 40 41 2 59.00000
31 34 terminal node with distribution: 34 0
32 57 terminal node with distribution: 57 0
33 29 terminal node with distribution: 28 1
34 1215 42 43 2 59.00000
35 86 terminal node with distribution: 86 0
36 557 44 45 1 25.00000
37 137 46 47 2 242.00000
38 31 terminal node with distribution: 24 7
39 50 terminal node with distribution: 46 4
40 105 48 49 14 {0}
41 59 50 51 2 130.00000
42 725 52 53 2 24.00000
43 490 54 55 2 238.00000
44 32 terminal node with distribution: 32 0
45 525 56 57 5 16.00000
46 108 terminal node with distribution: 108 0
47 29 terminal node with distribution: 27 2
48 52 terminal node with distribution: 51 1
49 53 terminal node with distribution: 48 5
50 29 terminal node with distribution: 22 7
51 30 terminal node with distribution: 28 2
52 594 58 59 2 0.00000
53 131 60 61 1 30.00000
54 353 62 63 5 16.00000
55 137 64 65 5 15.00000
56 386 66 67 5 15.00000
57 139 68 69 2 76.00000
58 526 70 71 15 7.00000
59 68 terminal node with distribution: 68 0
60 83 72 73 6 64.00000
61 48 terminal node with distribution: 47 1
62 257 terminal node with distribution: 257 0
63 96 74 75 1 30.00000
64 78 76 77 1 26.00000
65 59 78 79 2 335.00000
66 200 80 81 15 2.00000
67 186 82 83 15 3.00000
68 87 84 85 14 {0}
69 52 terminal node with distribution: 52 0
70 471 86 87 5 19.00000
71 55 terminal node with distribution: 55 0
72 46 terminal node with distribution: 43 3
73 37 terminal node with distribution: 31 6
74 45 terminal node with distribution: 43 2
75 51 terminal node with distribution: 51 0
76 29 terminal node with distribution: 28 1
77 49 terminal node with distribution: 49 0
78 29 terminal node with distribution: 26 3
79 30 terminal node with distribution: 27 3
80 129 88 89 6 64.00000
81 71 terminal node with distribution: 71 0
82 147 90 91 11 {0}
83 39 terminal node with distribution: 33 6
84 51 terminal node with distribution: 47 4
85 36 terminal node with distribution: 36 0
86 433 92 93 8 0.00000
87 38 terminal node with distribution: 34 4
88 84 94 95 14 {0}
89 45 terminal node with distribution: 40 5
90 78 96 97 2 14.00000
91 69 98 99 6 64.00000
92 222 100 101 6 62.00000
93 211 102 103 5 15.00000
94 44 terminal node with distribution: 41 3
95 40 terminal node with distribution: 40 0
96 34 terminal node with distribution: 34 0
97 44 terminal node with distribution: 41 3
98 29 terminal node with distribution: 23 6
99 40 terminal node with distribution: 38 2
100 43 terminal node with distribution: 42 1
101 179 104 105 6 66.00000
102 83 106 107 5 12.00000
103 128 terminal node with distribution: 128 0
104 137 108 109 1 26.00000
105 42 terminal node with distribution: 41 1
106 36 terminal node with distribution: 36 0
107 47 terminal node with distribution: 43 4
108 41 terminal node with distribution: 39 2
109 96 110 111 1 29.00000
110 57 terminal node with distribution: 52 5
111 39 terminal node with distribution: 37 2
The pruned tree (significance level=0.01)
node #cases left right split var cut-off
1 2830 2 3 1 35.00000
2 2402 4 5 4 {4,3,1}
3 428 terminal node with distribution: 391 37
4 165 terminal node with distribution: 149 16
5 2237 10 11 15 13.00000
10 2053 20 21 4 {3}
11 184 terminal node with distribution: 171 13
20 1995 26 27 8 1.00000
21 58 terminal node with distribution: 58 0
26 1301 34 35 6 68.00000
27 694 terminal node with distribution: 663 31
34 1215 42 43 2 59.00000
35 86 terminal node with distribution: 86 0
42 725 terminal node with distribution: 696 29
43 490 54 55 2 238.00000
54 353 terminal node with distribution: 351 2
55 137 terminal node with distribution: 130 7