Table 5.
Prediction performance (MCC Scores) of individual predictors for the Human dataset
| 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 |