From: DCSE:Double-Channel-Siamese-Ensemble model for protein protein interaction prediction
 | ACC | Pre | \(F_{1}\) | Recall | MCC |
---|---|---|---|---|---|
DCSE | 0.9693±0.0013 | 0.9015±0.0003 | 0.9088±0.0002 | 0.9163±0.0035 | 0.8904±0.0022 |
DeepPPI | 0.9052±0.0046 | 0.7300±0.0281 | 0.7087±0.0094 | 0.6901±0.0022 | 0.6532±0.0124 |
DNN-XGB | 0.9584±0.0003 | 0.9079±0.0006 | 0.8703±0.0014 | 0.8358±0.00425 | 0.8467± 0.0014 |
KNN | 0.8334±0.0006 | 0.5017±0.0027 | 0.4043±0.0132 | 0.3386±0.0054 | 0.3198±0.0039 |
XGB | 0.9101±0.0005 | 0.8218±0.0005 | 0.6904±0.0170 | 0.5953±0.0028 | 0.6513±0.00226 |
NB | 0.2773±0.1207 | 0.1905±0.0471 | 0.3138±0.0012 | 0.8906±0.2187 | 0.0380± 0.0760 |
RF | 0.8996±0.0008 | 0.9266±0.0030 | 0.5901±0.0021 | 0.4329±0.0053 | 0.5925±0.0040 |
SSC | 0.8894±0.0013 | 0.6224±0.0231 | 0.7128±0.0211 | 0.8571±0.0001 | 0.6647± 0.0005 |