Table 3 AUCs for plate 1 ROC curves
MLMCond.-conc.Conditions1/3 hits2/3 hits
0.7140.6120.6940.6500.612
  • Dosage-response-encoded matrix linear models outperform all other methods shown (Figure 3). These include S scores for data encoded with categorical condition–dosage combinations, for any of the three representations (Cond.-Conc, 1/3 Hits, and 2/3 Hits), as well as S scores for data encoded with just the conditions. Cond.-conc.; condition concentration; MLM, matrix linear model.