Figure 4. Test set recall and F-scores of single-gene and transcriptomic models across the 127 drugs.

( A) Transcriptomic markers achieve much higher recall than single-gene markers in 117 of the 127 drugs. ( B) Similarly, multi-gene markers achieve higher F-scores in 117 of the 127 drugs. In each plot, cytotoxic drugs are in red and targeted drugs are in blue. All cytotoxic drugs have better recall and F-scores by the Random Forest (RF) transcriptomic models.