Method | TP | FP | FN | Prec.(%) | Rec.(%) | F1(%) | AUROC | AUPR |
---|---|---|---|---|---|---|---|---|
CLR | 190 | 312 | 127 | 37.85 | 59.94 | 46.40 | 0.555 | 0.388 |
GENIE3 | 128 | 202 | 189 | 38.79 | 40.38 | 39.57 | 0.546 | 0.395 |
TIGRESS | 140 | 207 | 177 | 40.35 | 44.16 | 42.17 | 0.546 | 0.392 |
GMM | 172 | 266 | 145 | 39.27 | 54.26 | 45.56 | 0.583 | 0.412 |
GHMM | 258 | 329 | 59 | 43.95 | 81.39 | 57.08 | 0.664 | 0.461 |
R scores (GHMM) | 250 | 262 | 67 | 48.83 | 78.86 | 60.31 | 0.705 | 0.501 |
BGM (R scores) | 202 | 237 | 115 | 46.01 | 63.72 | 53.44 | 0.627 | 0.446 |