Table 3.
Proposed model’s performance of each class across different data splits.
| Class | Precision (mean ± std) | Recall (mean ± std) | F1-score (mean ± std) |
|---|---|---|---|
| Blast | 0.995 ± 0.002 | 0.993 ± 0.004 | 0.994 ± 0.003 |
| Hispa | 0.997 ± 0.005 | 0.993 ± 0.002 | 0.995 ± 0.004 |
| Tungro | 1.000 ± 0.004 | 0.992 ± 0.002 | 0.996 ± 0.002 |
| White_stem_borer | 0.992 ± 0.003 | 0.995 ± 0.002 | 0.993 ± 0.003 |
| Brown_spot | 0.975 ± 0.002 | 0.987 ± 0.002 | 0.981 ± 0.003 |
| Lear_roller | 0.993 ± 0.002 | 0.987 ± 0.003 | 0.990 ± 0.001 |
| Downy_mildew | 0.994 ± 0.001 | 0.994 ± 0.003 | 0.994 ± 0.003 |
| Yellow_stem_borer | 0.989 ± 0.004 | 0.987 ± 0.002 | 0.988 ± 0.002 |
| Bacterial_leaf_blight | 0.989 ± 0.003 | 0.994 ± 0.003 | 0.992 ± 0.001 |
| Black_stem_borer | 0.986 ± 0.004 | 0.991 ± 0.002 | 0.989 ± 0.005 |
| Bacterial_leaf_streak | 0.986 ± 0.001 | 0.989 ± 0.002 | 0.988 ± 0.005 |
| Bacterial_panicle_blight | 0.997 ± 0.005 | 0.991 ± 0.002 | 0.991 ± 0.004 |