Table 7.
Comparison of the performance of ConLoc and Minimalist LR ensemble algorithm with 13 predictors on the Yeast Low-Res dataset
| 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 |