Figure 5. Test set recall and F-scores of single-gene versus multi-gene markers across the 127 drugs.

(left) Multi-gene markers achieve a higher recall than single-gene markers in 118 of the 127 drugs. (right) Similarly, multi-gene markers achieve higher F-scores in 118 of the 127 drugs. All cytotoxic drugs (red-coloured) have better recall and F-scores when predicted with multi-gene markers.