Table 3.
This table reports the number of true and false positives and false negatives for each class.
| Fold | Network | COVID-19 Correct detected |
COVID-19 Not detected |
COVID-19 Wrong detected |
PNEUMONIA Correct detected |
PNEUMONIA Not detected |
PNEUMONIA Wrong detected |
NORMAL Correct detected |
NORMAL Not detected |
NORMAL Wrong detected |
|---|---|---|---|---|---|---|---|---|---|---|
|
1 |
Xception | 26 | 5 | 101 | 3983 | 437 | 569 | 6245 | 606 | 378 |
| ResNet50V2 | 27 | 4 | 96 | 3858 | 562 | 480 | 6334 | 517 | 507 | |
| Concatenated | 26 | 5 | 68 | 3745 | 675 | 309 | 6526 | 325 | 628 | |
|
2 |
Xception | 23 | 8 | 42 | 3874 | 546 | 409 | 6426 | 425 | 528 |
| ResNet50V2 | 22 | 9 | 67 | 3659 | 761 | 501 | 6340 | 511 | 713 | |
| Concatenated | 23 | 8 | 27 | 3913 | 507 | 434 | 6413 | 438 | 492 | |
|
3 |
Xception | 21 | 9 | 28 | 3942 | 478 | 436 | 6411 | 440 | 463 |
| ResNet50V2 | 22 | 8 | 97 | 3770 | 650 | 392 | 6433 | 418 | 587 | |
| Concatenated | 25 | 5 | 35 | 3847 | 573 | 342 | 6502 | 349 | 550 | |
|
4 |
Xception | 22 | 9 | 42 | 3818 | 602 | 433 | 6411 | 440 | 576 |
| ResNet50V2 | 22 | 9 | 78 | 4015 | 405 | 758 | 6065 | 786 | 364 | |
| Concatenated | 26 | 5 | 77 | 3860 | 560 | 480 | 6340 | 511 | 519 | |
|
5 |
Xception | 21 | 10 | 41 | 4041 | 379 | 502 | 6335 | 516 | 362 |
| ResNet50V2 | 21 | 10 | 42 | 3604 | 816 | 284 | 6549 | 302 | 802 | |
| Concatenated | 24 | 7 | 43 | 3941 | 479 | 390 | 6442 | 409 | 462 |