Table 2.
Prediction performance for the four datasets in term of ACC, TPR, SPC, PPV, precision, MCC, and AUC
Model | Data Sets | ACC (%) | TPR (%) | SPC(%) | PPV (%) | MCC (%) | AUC |
---|---|---|---|---|---|---|---|
DeepLSTM | enzymes | 92.92 | 99.31 | 86.57 | 88.04 | 86.75 | 0.9951 |
ion chan. | 91.97 | 93.23 | 90.87 | 89.95 | 85.19 | 0.9705 | |
GPCRs | 91.80 | 83.71 | 100 | 100 | 84.44 | 0.9951 | |
nucl. rec. | 91.11 | 95.24 | 87.50 | 86.96 | 83.76 | 0.9206 |