From: Effect of training-sample size and classification difficulty on the accuracy of genomic predictors
Same endpoint but different feature selection (FS) | ||
---|---|---|
Endpoint | Gene-level | Level of canonic-pathway maps |
ER status | 0.541 | 0.573 |
pCR | 0.544 | 0.572 |
pCR(ER-) | 0.593 | 0.532 |
Same FS but different endpoints | ||
FS | Gene-level | Level of canonic-pathway maps |
FS1 | 0.300 | 0.290 |
FS2 | 0.299 | 0.274 |
FS3 | 0.291 | 0.278 |
FS4 | 0.295 | 0.291 |
FS5 | 0.272 | 0.282 |