performance AUC[ROC]=0.94, AP=0.17, and NEF 1% =0.62. This RF-C model is still better than the top performers from other model classes on the NEF 1% metric that we used to select the model. Furthermore, selecting on the hyperparameter tuning stage performance is still a valid approach to select a model for the prospective evaluation because it uses cross validation.