Table 5.
The dimensions determined by FS-MLKNN on Liu’s dataset
| Feature | Original # | 1-fold # | 2-fold # | 3-fold # | 4-fold # | 5-fold # | Average # | 
|---|---|---|---|---|---|---|---|
| Enzyme | 111 | 39 | 42 | 54 | 57 | 55 | 49 | 
| Pathway | 173 | 88 | 74 | 96 | 88 | 81 | 85 | 
| Target | 786 | 323 | 353 | 378 | 360 | 333 | 349 | 
| Transporter | 72 | 33 | 34 | 33 | 41 | 28 | 34 | 
| Indication | 869 | 407 | 413 | 414 | 392 | 409 | 407 | 
| Substructure | 881 | 310 | 295 | 287 | 279 | 307 | 296 |