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Table 2 Performance comparison between SBS and four existing feature selection methods

From: Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approach

Method ACC SEN SPE PRE F1 MCC AUC
RF (28) 0.744 0.739 0.749 0.716 0.715 0.483 0.823
RFE (20) 0.739 0.723 0.730 0.719 0.718 0.452 0.830
mRMR (25) 0.755 0.787 0.746 0.766 0.761 0.531 0.835
HSIC Lasso (30) 0.740 0.777 0.727 0.746 0.744 0.500 0.841
SBS (19) 0.767 0.784 0.766 0.776 0.741 0.535 0.853