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. 2022 Jun 30;22(13):4960. doi: 10.3390/s22134960

Table 1.

Summary of average metrics scores for each dictionary, class size = 5.

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