FIG. 1.

ROC curves for the prediction of cytotoxic compounds in the training and testing compound sets using cell viability data generated on the NTP collection. WFS scores were calculated using feature p values 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.