Table 5. Overall model performance average in terms of AUC-ROC.

Model	AUC
Random Forests	0.76 ± 0.05
Boosted Trees	0.75 ± 0.04
Partial Least Square	0.75 ± 0.04
GLMNet	0.75 ± 0.04
Support Vector Machines	0.72 ± 0.07
Neural Network	0.71 ± 0.06
GLM	0.71 ± 0.06
k-NN	0.67 ± 0.09