From: Minimalist ensemble algorithms for genome-wide protein localization prediction
 | The best element predictor of ConLoc: SherLoc | ConLoc | LR ensemble with 13 predictors as used in ConLoc | LR + minimalist algorithm to select K out of 13 predictors in ConLoc, K = 4 |
---|---|---|---|---|
Cytosol | 0.301 | 0.441 | 0.489 | 0.472 |
Mitochondrion | 0.574 | 0.622 | 0.708 | 0.731 |
Nucleus | 0.341 | 0.461 | 0.537 | 0.541 |
Secretory | 0.533 | 0.537 | 0.608 | 0.605 |
Overall Accuracy | 0.529 | 0.616 | 0.696 | 0.693 |