Table 7 Comparison of the performance of the HMPI, HMPIat, HMPIlsr, and iPromoter-2L on identifying subtypes of Escherichia coli K-12
From: A successful hybrid deep learning model aiming at promoter identification
Organism | Subtype | iPromoter-2L | HMPI | HMPIat | HMPIlsr | ||||
|---|---|---|---|---|---|---|---|---|---|
Acc (%) | Mcc | Acc (%) | Mcc | Acc (%) | Mcc | Acc (%) | Mcc | ||
Escherichia coli K-12 | σ24 | 93.50 | 0.7338 | 95.45 | 0.8443 | 94.76 | 0.8138 | 96.85 | 0.8901 |
σ28 | 96.82 | 0.5708 | 97.20 | 0.6547 | 97.55 | 0.7078 | 97.20 | 0.6777 | |
σ32 | 94.41 | 0.6524 | 93.71 | 0.6343 | 94.76 | 0.6855 | 95.10 | 0.7100 | |
σ38 | 94.69 | 0.2962 | 94.41 | 0.2644 | 94.41 | 0.3782 | 94.06 | 0.2219 | |
σ54 | 94.04 | 0.6459 | 96.50 | 0.2616 | 96.85 | 0.3196 | 96.15 | 0.2531 | |
σ70 | 80.66 | 0.6056 | 85.66 | 0.7037 | 86.01 | 0.7117 | 86.36 | 0.7188 | |