Fig. 7

Data sampling strategies. a The whole dataset is split in two distinct subsets for training and testing purposes. Training dataset is subdivided to perform cross-validation, (b) k-fold cross-validation. The training dataset is divided in k subsets of equal size. Training is performed sequentially, considering at each iteration a specific subset as validation set