Table 3 Formation of binary for the confusion matrix
From: A novel nondestructive detection approach for seed cotton lint percentage using deep learning
Name of class | Process | TP | FP | TN | FN |
|---|---|---|---|---|---|
A | MobileNetV2 without transfer learning | 791 | 65 | 3 466 | 37 |
B | 839 | 82 | 3 369 | 69 | |
C | 508 | 25 | 3 799 | 27 | |
D | 725 | 9 | 3 570 | 55 | |
E | 662 | 54 | 3 598 | 45 | |
F | 562 | 37 | 3 721 | 39 | |
A | MobileNetV2 with transfer learning | 803 | 28 | 3 503 | 25 |
B | 868 | 22 | 3 429 | 40 | |
C | 511 | 44 | 3 780 | 24 | |
D | 731 | 33 | 3 546 | 49 | |
E | 669 | 28 | 3 624 | 38 | |
F | 572 | 50 | 3 708 | 29 |