Table 3.
Results obtained for one feature out of ten in the tree creation
| |
w |
Tree typical |
||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | TP | FN | TN | FP | node | FDR | TPR | FPR | ACC | TNR | PPV | NPV |
| 1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
119 |
11 |
44 |
14 |
69 |
0.105 |
0.915 |
0.241 |
0.867 |
0.758 |
0.89 |
0.800 |
| 2 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
125 |
5 |
44 |
14 |
55 |
0.100 |
0.961 |
0.241 |
0.898 |
0.758 |
0.899 |
0.898 |
| 4 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
123 |
7 |
44 |
14 |
69 |
0.102 |
0.946 |
0.241 |
0.88 |
0.758 |
0.897 |
0.862 |
| 8 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
119 |
11 |
23 |
35 |
13 |
0.227 |
0.915 |
0.603 |
0.755 |
0.396 |
0.772 |
0.676 |
| 16 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
119 |
11 |
48 |
10 |
59 |
0.077 |
0.915 |
0.172 |
0.888 |
0.827 |
0.922 |
0.813 |
| 32 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
117 |
13 |
28 |
30 |
35 |
0.204 |
0.900 |
0.517 |
0.771 |
0.482 |
0.795 |
0.682 |
| 64 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
120 |
10 |
14 |
44 |
17 |
0.268 |
0.923 |
0.758 |
0.712 |
0.241 |
0.731 |
0.583 |
| 128 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
115 |
15 |
44 |
14 |
65 |
0.108 |
0.884 |
0.241 |
0.845 |
0.758 |
0.891 |
0.745 |
| 256 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
121 |
9 |
44 |
14 |
71 |
0.103 |
0.930 |
0.241 |
0.877 |
0.758 |
0.896 |
0.830 |
| 512 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 122 | 8 | 28 | 30 | 59 | 0.197 | 0.938 | 0.517 | 0.797 | 0.482 | 0.802 | 0.777 |