Table 6

The most frequent predictors selected by the minimalist algorithm with size of each K (noted by M) during the 10-fold cross-validation and the best combination of K predictors (noted by B) according to the exhaustive search result of the logistic regression ensemble on the Yeast dataset
Number of predictors YLoc (2010) NetLoc (2010) MultiLoc2 (2009) KnowPred (2009) Subcell (2008) WoLFPSORT (2007) BaCelLo (2006) CELLO (2006) SubLoc (2001)
2 BM BM
3 B BM M BM
4 B BM BM M BM
5 B BM M BM BM M B
6 BM BM M BM BM BM B
7 BM BM M M B BM BM BM B
8 BM BM BM BM B BM M BM BM

Lin et al.

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

Open Data