Table 7. Confusion matrix of focal loss and cross-entropy loss.
Focal loss | Predicted class | Total | Cross-entropy loss | Predicted class | Total | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
N | SVEB | VEB | F | N | SVEB | VEB | F | |||||
Ground Truth | N | 41,420 | 671 | 206 | 1,921 | 44,218 | N | 40,866 | 1,082 | 462 | 1,808 | 44,218 |
SVEB | 282 | 1,494 | 57 | 3 | 1,836 | SVEB | 246 | 1,482 | 95 | 13 | 1,836 | |
VEB | 141 | 21 | 3,017 | 40 | 3,219 | VEB | 173 | 31 | 3,008 | 7 | 3,219 | |
F | 336 | 0 | 31 | 21 | 388 | F | 368 | 0 | 18 | 2 | 388 | |
Total | 42,179 | 2,186 | 3,311 | 1,985 | 49,661 | Total | 41,653 | 2,595 | 3583 | 1,830 | 49,661 |