Figure 2.

Area under the curve (AUC) for each machine learning (ML) classification algorithm for the development phase. Here, we used only the initial dataset (n = 2410) with five-fold crossvalidation to reduce overfitting. Gaussian Process (GP) demonstrated the greatest AUC and overall performance.