Method | Type | # of targets | Sen (%) | MCC | Prec (%) | F1 (%) |
---|---|---|---|---|---|---|
LigandRFs | Random Forest | 30 | 42.07 | 0.40 | 47.85 | 38.93 |
FN0193 | SVM | 28 | 42.95 | 0.37 | 39.20 | 37.18 |
FN0132 | SVM (LIBRUS) | 30 | 57.37 | 0.33 | 25.46 | 33.55 |
FN097 | Hydrophobicity-probability | 5 | 15.28 | 0.19 | 28.57 | 19.00 |
FN240 | Network centrality | 6 | 14.91 | 0.06 | 8.53 | 10.11 |
Random Pre | dictor | 30 | 0.10 | 0.01 | 0.05 | 0.06 |