Fig. 1

Receiver operating characteristic (ROC) curves for fine tree, test (a), and validation (b), Kernel-based, test (c), validation (d), k-Nearest neighbors (kNN) models test (e), validation (f). Curves represent test and validation performance in fibrosis prediction.