Table 3 The three top results obtained for different configurations of the features w (1) to w (20) for the cut decision tree
From: Automatic analysis of selected choroidal diseases in OCT images of the eye fundus
Z 1 | Z 2 | Z 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|
w/N° | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 2 | 3 |
w (1) | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 |
w (2) | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
w (3) | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 |
w (4) | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
w (5) | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 |
w (6) | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
w (7) | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
w (8) | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
w (9) | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
w (10) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (11) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (12) | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 |
w (13) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (14) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (15) | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
w (16) | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 |
w (17) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (18) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (19) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
w (20) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
ACC i | 0.76 | 0.76 | 0.76 | 0.82 | 0.81 | 0.81 | 0.68 | 0.68 | 0.68 |