Fig. 2.

Comparison of the binary classification accuracy Acc between the two algorithms McTwo and McOne. The performance is illustrated on the two datasets a Gas1 and b T1D. Figures for the other datasets may be found in Additional file 1: Figure S1. The averaged value and the standard deviation of the classification Acc are calculated over the 30 runs of the 5-fold cross validations over the given dataset