Table 5 AUC results for interaction prediction under validation setting CVS2
Method | Datasets | |||
|---|---|---|---|---|
E | IC | GPCR | NR | |
MGRNNM [11] | 0.9460 (0.0033) | 0.9714 (0.0095) | 0.9567 (0.0084) | 0.9533 (0.0127) |
SMGRNNM [11] | 0.8260 (0.0108) | 0.7913 (0.0090) | 0.8805 (0.0024) | 0.8452 (0.0215) |
MC [78] | 0.5060 (0.0090) | 0.5512 (0.0034) | 0.5855 (0.0039) | 0.5294 (0.0200) |
MCG [79] | 0.7413 (0.0118) | 0.7196 (0.0071) | 0.7745 (0.0027) | 0.6992 (0.0244) |
WGRMF [20] | 0.7982 (0.0144) | 0.7902 (0.0149) | 0.8800 (0.0025) | 0.8615 (0.0244) |
WKNKN + L1,2-GRMF [77] | – | – | – | – |
RLS-WNN [25] | 0.7755 (0.0093) | 0.7669 (0.0140) | 0.8524 (0.0072) | 0.8390 (0.0261) |
CMF [35] | 0.7952 (0.0110) | 0.7576 (0.0125) | 0.8067 (0.0067) | 0.8124 (0.0228) |
NRLMF [36] | 0.871 (0.017) | 0.813 (0.027) | 0.895 (0.011) | 0.900 (0.021) |
TMF [28] | 0.843 (0.012) | 0.819 (0.011) | 0.882 (0.009) | 0.886 (0.017) |
DDR [80] | 0.84 | 0.94 | 0.91 | 0.90 |
Proposed method | 0.9518 (0.0033) | 0.9682 (0.0078) | 0.9600 (0.0075) | 0.9663 (0.105) |