From: DCSE:Double-Channel-Siamese-Ensemble model for protein protein interaction prediction
 | ACC | Pre | \(F_{1}\) | Recall | MCC |
---|---|---|---|---|---|
DCSE | 0.9565±0.0072 | 0.9012±0.0123 | 0.9132±0.0021 | 0.9256±0.0241 | 0.8844±0.0131 |
DeepPPI | 0.8696±0.0057 | 0.7293±0.0184 | 0.7456±0.0122 | 0.7639±0.0312 | 0.6243± 0.0408 |
DNN-XGB | 0.9507± 0.0019 | 0.9194±0.0033 | 0.8994±0.0123 | 0.8803±0.0055 | 0.8672±0.0052 |
KNN | 0.7825±0.0026 | 0.5815±0.0071 | 0.5185±0.0032 | 0.4678±0.0047 | 0.3838± 0.0064 |
XGB | 0.8813±0.0016 | 0.8253± 0.0009 | 0.7379±0.0031 | 0.6672±0.0071 | 0.6686±0.0049 |
NB | 0.3387±0.1767 | 0.2804±0.0602 | 0.4267±0.0503 | 0.8928± 0.2143 | 0.0444±0.0888 |
RF | 0.8690±0.0014 | 0.9148± 0.0019 | 0.6675±0.0122 | 0.5255 ± 0.0053 | 0.6286± 0.0045 |
SSC | 0.8234±0.0017 | 0.6419±0.0021 | 0.6363±0.0019 | 0.6440± 0.0117 | 0.5242± 0.0043 |