Table 1.
Position | Dictionary | Model-Method | ACC | Precision | Recall | F1 | BACC |
---|---|---|---|---|---|---|---|
1 | Gabor-1000-20 | LGBM-Mean | 0.736 | 0.692 | 0.613 | 0.634 | 0.613 |
3 | KSVD-250-5 | LGBM-Mean | 0.734 | 0.688 | 0.621 | 0.642 | 0.621 |
4 | KSVD-500-10 | LGBM-Mean | 0.733 | 0.691 | 0.613 | 0.635 | 0.613 |
5 | Gabor -125-20 | LGBM-Mean | 0.733 | 0.685 | 0.619 | 0.639 | 0.619 |
7 | KSVD-125-5 | LGBM-Mean | 0.731 | 0.691 | 0.614 | 0.636 | 0.613 |
9 | Gabor -250-20 | LGBM-Mean | 0.73 | 0.688 | 0.607 | 0.629 | 0.607 |
25 | DL-62-5 | LGBM-Mean | 0.726 | 0.677 | 0.601 | 0.623 | 0.601 |
31 | Gabor -500-10 | LGBM-Mean | 0.725 | 0.685 | 0.604 | 0.625 | 0.603 |
32 | KSVD-1000-10 | LGBM-Mean | 0.724 | 0.671 | 0.604 | 0.624 | 0.604 |
37 | KSVD-62-10 | LGBM-Mean | 0.724 | 0.681 | 0.603 | 0.625 | 0.602 |
54 | DL-125-5 | LGBM-Mean | 0.721 | 0.685 | 0.593 | 0.617 | 0.593 |
55 | Gabor -62-40 | LGBM-Mean | 0.721 | 0.68 | 0.617 | 0.638 | 0.616 |
64 | DL-250-5 | LGBM-Mean | 0.719 | 0.673 | 0.587 | 0.608 | 0.586 |
99 | DL-500-5 | LGBM-Mean | 0.714 | 0.673 | 0.573 | 0.593 | 0.572 |
127 | DL-1000-5 | LGBM-Mean | 0.708 | 0.653 | 0.568 | 0.587 | 0.568 |