Table 5 The performance of model reduction
From: SigUNet: signal peptide recognition based on semantic segmentation
Method | Eukaryotes | Gram-positive | Gram-negative | |||
|---|---|---|---|---|---|---|
MCC (%) | FPRTM (%) | MCC (%) | FPRTM (%) | MCC (%) | FPRTM (%) | |
The SignalP dataset | ||||||
 SigUNet | 90.2 | 4.0 | 76.1 | 5.1 | 80.6 | 1.5 |
 SigUNet-light | 89.4 | 4.3 | 77.7 | 5.1 | 82.9 | 1.9 |
The SPDS17 dataset | ||||||
 SigUNet | 89.6 | 1.2 | 40.9 | 2.1 | 97.6 | 1.1 |
 SigUNet-light | 84.8 | 3.7 | 51.7 | 1.6 | 92.8 | 1.1 |