Table 3.
Prediction performance (MCC Scores) of individual predictors for the Yeast Low-Res dataset
| YLoc (2010) | NetLoc (2010) | MultiLoc2 (2009) | KnowPred (2009) | Subcell (2008) | WoLFPSORT (2007) | BaCelLo (2006) | CELLO (2006) | SubLoc (2001) | LR with 8 predictors without NetLoc | LR with all 9 predictors | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Cytosol |
0.146 |
0.270 |
0.268 |
0.286 |
0.134 |
0.265 |
0.164 |
0.261 |
0.184 |
0.429 |
0.504 |
| Mitochondrion |
0.556 |
0.350 |
0.581 |
0.415 |
0.243 |
0.549 |
0.526 |
0.547 |
0.354 |
0.668 |
0.666 |
| Nucleus |
0.367 |
0.484 |
0.420 |
0.345 |
0.181 |
0.312 |
0.291 |
0.302 |
0.260 |
0.476 |
0.550 |
| Secretory |
0.314 |
0.473 |
0.339 |
0.534 |
0.326 |
0.568 |
0.339 |
0.534 |
0.391 |
0.607 |
0.664 |
| Overall Accuracy | 0.453 | 0.556 | 0.558 | 0.51 | 0.399 | 0.484 | 0.468 | 0.493 | 0.439 | 0.668 | 0.707 |