Table 7 AUC results for interaction prediction under validation setting CVS3
Method | Datasets | |||
|---|---|---|---|---|
E | IC | GPCR | NR | |
MGRNNM [11] | 0.9683 (0.0043) | 0.9541 (0.0019) | 0.8975 (0.0093) | 0.7502 (0.0285) |
SMGRNNM [11] | 0.9246 (0.0091) | 0.9346 (0.0041) | 0.8798 (0.0134) | 0.7263 (0.0211) |
MC[78] | 0.5234 (0.0057) | 0.4724 (0.0065) | 0.5683 (0.0310) | 0.3767 (0.0204) |
MCG[79] | 0.8065 (0.0012) | 0.7871 (0.0069) | 0.6289 (0.0151) | 0.6522 (0.0297) |
WGRMF [20] | 0.9338 (0.0071) | 0.9460 (0.0034) | 0.8892 (0.0110) | 0.7967 (0.0132) |
WKNKN + L1,2-GRMF [77] | – | – | – | – |
RLS-WNN[25] | 0.9067 (0.0105) | 0.9286 (0.0046) | 0.8694 (0.0146) | 0.8124 (0.0202) |
CMF [35] | 0.9272 (0.0050) | 0.9368 (0.0032) | 0.8966 (0.0073) | 0.8373 (0.0083) |
NRLMF [36] | 0.966 (0.005) | 0.964 (0.007) | 0.930 (0.012) | 0.851 (0.027) |
TMF [28] | 0.976 (0.001) | 0.972 (0.002) | 0.959 (0.007) | 0.929 (0.029) |
DDR [80] | 0.92 | 0.97 | 0.93 | 0.88 |
Proposed method | 0.9770 (0.0038) | 0.9830 (0.0013) | 0.9087 (0.0075) | 0.7694 (0.0249) |