FIG. 3.
ROC curves for the prediction of compounds that activated caspase-3,7 in the testing compound set of the NTP collection using three different modeling approaches: WFS, Naive Bayesian, and SMO. Models are built using data generated from the training compound set. The predictive power of the model decreased, but is still significantly better than random, when applied to the testing compound set as indicated by the reduction in the AUC.
