Table 4 The comparison of side effect-based AUPR scores produced by FS-MLKNN and MLKNN
From: Predicting drug side effects by multi-label learning and ensemble learning
Features | # FS-MLKNN > MLKNN | # FS-MLKNN = MLKNN | # FS-MLKNN < MLKNN |
|---|---|---|---|
Enzyme | 501 | 553 | 327 |
Pathway | 432 | 543 | 406 |
Target | 492 | 537 | 352 |
Transporter | 457 | 568 | 356 |
Indication | 497 | 566 | 318 |
Substructure | 447 | 508 | 426 |