Table 4.
Prediction performance (MCC Scores) of individual predictors for the Yeast High-Res dataset
| YLoc (2010) | MultiLoc2 (2009) | Subcell (2008) | WoLFPSORT (2007) | CELLO (2006) | NetLoc (2010) | LR with 5 predictors without NetLoc | LR with all 6 predictors | |
|---|---|---|---|---|---|---|---|---|
| Cytosol |
0.441 |
0.293 |
0.146 |
0.251 |
0.255 |
0.247 |
0.459 |
0.555 |
| Mitochondrion |
0.689 |
0.496 |
0.251 |
0.510 |
0.501 |
0.318 |
0.684 |
0.713 |
| Nucleus |
0.405 |
0.275 |
0.181 |
0.311 |
0.306 |
0.434 |
0.351 |
0.473 |
| ER |
0.207 |
0.203 |
0.022 |
0.059 |
0.000 |
0.340 |
0.431 |
0.463 |
| Vacuole |
0.115 |
0.045 |
0.034 |
0.000 |
0.061 |
0.189 |
0.174 |
0.191 |
| Golgi |
0.008 |
0.010 |
0.054 |
0.118 |
−0.005 |
0.465 |
0.038 |
0.275 |
| Cell Periphery |
0.107 |
0.044 |
0.068 |
0.142 |
0.090 |
0.449 |
0.04 |
0.269 |
| Overall accuracy | 0.506 | 0.473 | 0.300 | 0.362 | 0.354 | 0.523 | 0.585 | 0.640 |