Comparison of model performances.

Abbreviations. AUC, area under the receiver operating characteristics curve; CI, confidence interval; GAM, generalized additive model; SVM, support vector machine; LASSO; least absolute shrinkage and selection operator; PPV, positive predicted value. Bootstrap sampling was used to obtain 95% confidence intervals and comparisons were made using nonparametric methods.