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

Lin et al.

Lin et al. BMC Bioinformatics 2012 13:157   doi:10.1186/1471-2105-13-157

Open Data