Figure 5. Performance of TS prediction models from leave-one protein-out validation.

Mutations from four proteins were used to build the “all features” model by applying logistic regression and Lasso regularized procedure, and mutations from one reserved protein as indicated in the legend were used to evaluate the model by ROC curve.