Table 3 Detailed outcomes of the four methods mentioned above
From: A successful hybrid deep learning model aiming at promoter identification
Organism | Method | Sn (%) | Sp (%) | Acc (%) | Mcc |
|---|---|---|---|---|---|
Human | PSFNcce | 86.79 | 92.32 | 90.26 | 0.7930 |
PSFN | 85.16 | 94.42 | 90.97 | 0.8055 | |
ResNet | 82.13 | 90.60 | 87.45 | 0.7303 | |
GoogLeNet | 83.75 | 86.84 | 85.69 | 0.6982 | |
Plants | PSFNcce | 87.92 | 94.62 | 91.99 | 0.8314 |
PSFN | 86.96 | 96.96 | 93.04 | 0.8539 | |
ResNet | 80.92 | 89.56 | 86.17 | 0.7086 | |
GoogLeNet | 87.92 | 92.83 | 90.90 | 0.8089 |