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

Lin et al.

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

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