Table 3.

Combined MLSMR, TAACF-CB2 and TAACF Kinase dose response and cytotoxicity dataset models created with RP Forest models (Out of bag testing ROC = 0.71), RP Single Tree (Out of bag testing ROC = 0.74) and Bayesian (5 fold cross validation ROC = 0.75) used to predict the ARRA dose response and cytotoxicity data, reporting Receiver Operator Curve statistics using probability (Trees) or Bayesian scores. Note SVM model did not out put a probability value.

Mtb Models	ROC AUC
RP Forest	0.83
RP Single Tree	0.65
Bayesian	0.83