Table 4 AUPR results for interaction prediction under validation setting CVS2
Method | Datasets | |||
|---|---|---|---|---|
E | IC | GPCR | NR | |
MGRNNM [11] | 0.8603 (0.0095) | 0.9026 (0.0197) | 0.8538 (0.0112) | 0.8773 (0.0125) |
SMGRNNM [11] | 0.4089 (0.0104) | 0.3650 (0.0178) | 0.4175 (0.0076) | 0.5620 (0.0262) |
MC[78] | 0.0114 (0.0005) | 0.0473 (0.0035) | 0.0404 (0.0017) | 0.1120 (0.0206) |
MCG[79] | 0.0457 (0.0008) | 0.0925 (0.0013) | 0.1091 (0.0044) | 0.2404 (0.0337) |
WGRMF [20] | 0.4019 (0.0128) | 0.3666 (0.0169) | 0.4247 (0.0113) | 0.5695 (0.0136) |
WKNKN + L1,2-GRMF [77] | 0.386 (0.013) | 0.356 (0.0012) | 0.394 (0.007) | 0.573 (0.011) |
RLS-WNN[25] | 0.2409 (00.272) | 0.3090 (0.0200) | 0.3463 (0.0106) | 0.5373(0.0216) |
CMF [35] | 0.3848 (0.0094) | 0.3538 (0.0137) | 0.4059 (0.0104) | 0.5203 (0.0250) |
NRLMF [36] | 0.358 (0.040) | 0.344 (0.033) | 0.364 (0.023) | 0.545 (0.054) |
TMF [28] | 0.438 (0.016) | 0.376 (0.017) | 0.428 (0.011) | 0.541 (0.033) |
DDR [80] | 0.73 | 0.69 | 0.63 | 0.71 |
Proposed method | 0.8619 (0.0089) | 0.9042 (0.0167) | 0.8552 (0.109) | 0.8841 (0.0135) |