Table 5 Prediction performance (MCC Scores) of individual predictors for the Human dataset
From: Minimalist ensemble algorithms for genome-wide protein localization prediction
| Â | YLoc (2010) | MultiLoc2 (2009) | KnowPred (2009) | Subcell (2008) | WoLFPSORT (2007) | BaCelLo (2006) | CELLO (2006) | SubLoc (2001) | LR with all 8 predictors |
|---|---|---|---|---|---|---|---|---|---|
Cytosol | 0.308 | 0.334 | 0.307 | 0.050 | 0.261 | 0.220 | 0.117 | 0.065 | 0.362 |
Mitochondrion | 0.546 | 0.451 | 0.048 | 0.080 | 0.329 | 0.439 | 0.369 | 0.264 | 0.515 |
Nucleus | 0.454 | 0.293 | 0.419 | 0.122 | 0.277 | 0.233 | 0.234 | 0.162 | 0.375 |
Secretory | 0.720 | 0.627 | 0.477 | 0.205 | 0.553 | 0.607 | 0.428 | 0.339 | 0.712 |
Overall Accuracy | 0.628 | 0.581 | 0.514 | 0.303 | 0.527 | 0.54 | 0.419 | 0.375 | 0.646 |