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Top best three models on validation set.
| Model | Class | Sen (%) | Prc (%) | F1 (%) |
|---|---|---|---|---|
| DensetNet201 (NLR=1) |
C1 | 94.63 | 96.45 | 95.53 |
| C2 | 93.16 | 96.68 | 94.88 | |
| C3 | 98.12 | 96.15 | 97.12 | |
| C4 | 99.18 | 96.16 | 97.65 | |
| MA | 96.35 | |||
| DensetNet201 (NLR=2) |
C1 | 94.93 | 97.07 | 95.99 |
| C2 | 93.91 | 95.57 | 94.73 | |
| C3 | 97.26 | 94.09 | 95.65 | |
| C4 | 97.92 | 97.52 | 97.72 | |
| MA | 96.06 | |||
| ResNet101 (NLR=1) |
C1 | 96.91 | 96.57 | 96.74 |
| C2 | 96.22 | 94.45 | 95.33 | |
| C3 | 94.44 | 95.75 | 95.09 | |
| C4 | 95.79 | 96.50 | 96.14 | |
| MA | 95.83 |
(MA: micro-averaged; Sen: Sensitivity; Prc: Precision).
