Table 8 Comparison of the performance of ConLoc and Minimalist LR ensemble algorithm with 13 predictors on the Human dataset
From: Minimalist ensemble algorithms for genome-wide protein localization prediction
|  | The best element predictor of ConLoc: Proteome Analyst | ConLoc | LR ensemble with 13 predictors used in ConLoc | LR + minimalist algorithm to select K out of 13 predictors used in ConLoc, K = 3 |
|---|---|---|---|---|
Cytosol | 0.390 | 0.414 | 0.429 | 0.460 |
Mitochondrion | 0.613 | 0.628 | 0.641 | 0.645 |
Nucleus | 0.463 | 0.415 | 0.371 | 0.392 |
Secretory | 0.754 | 0.721 | 0.749 | 0.758 |
Overall Accuracy | 0.644 | 0.664 | 0.689 | 0.703 |