Table 8.
Comparison of the performance of ConLoc and Minimalist LR ensemble algorithm with 13 predictors on the Human dataset
| 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 |