Fig. 2.

Probability that at least one of the replicas of a sample included in the test fold is included also in the training fold, as a function of the proportion of minority class samples (p _min). The figure shows how the probability that a test sample has a replica in the learning fold depends on the level of class-imbalance (p _min) in a dataset with n=100 samples when using 2 fold CV