Table 6. Comparative performance between our classification method and BLAST search pipeline.
Method | Cross-validation | Independent | ||||||
---|---|---|---|---|---|---|---|---|
Sens | Spec | Acc | MCC | Sens | Spec | Acc | MCC | |
BLAST | 37.0 | 99.3 | 85.3 | 0.53 | 26.3 | 99.4 | 92.2 | 0.44 |
2D CNN | 76.6 | 93.5 | 89.7 | 0.7 | 65.8 | 90.3 | 87.9 | 0.46 |