Figure 2. The improvement of MCC values (y axis) along with the increasing number of selected features (x axis) for the performed wrapper based feature selection.

A forward, best-first search was executed using both 10 5 CV runs and jackknife tests on the PDB594 dataset. The standard deviations of MCC values for the case of 5 CV with 10 runs are shown using error bar.