Figure 1

Accuracies of all classification algorithms averaged over eight datasets. Panels: (a) Proportion of correct classifications (PCC) without feature selection, (b) Relative classifier information (RCI) without feature selection, (c) PCC with feature selection, and (d) RCI with feature selection. The nominally best performing method and methods whose performance cannot be deemed statistically worse than the nominally best performing method are shown as shaded bars; all other methods are shown as empty bars. See text for definition of the PCC and RCI metrics and details of statistical comparison.