Models | Model and Information Source | AUPR | AUC | REC | SP | PR | ACC | F1 |
---|---|---|---|---|---|---|---|---|
M1 | SLNPM-SC (combining sequence similarity) | 0.6033 | 0.9115 | 0.6043 | 0.9989 | 0.7028 | 0.9972 | 0.6469 |
M2 | SLNPM-SC (combining expression profile similarity) | 0.3962 | 0.9000 | 0.5669 | 0.9973 | 0.4734 | 0.9955 | 0.5135 |
M3 | SLNPM-PC (complementing IP with sequence similarity) | 0.5996 | 0.9006 | 0.6092 | 0.9989 | 0.7087 | 0.9973 | 0.6522 |
M4 | SLNPM-PC (complementing IP with expression profile similarity) | 0.5236 | 0.8980 | 0.5787 | 0.9983 | 0.5929 | 0.9966 | 0.5843 |