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Machine learning algorithm validation with a limited sample size

Fig 2

Validation methods.

A: Train/Test Split. B: K-Fold CV. C: Nested CV. D: Partially nested CV. ACC—overall accuracy of the model, ACCi.—accuracy in a single CV fold.

Fig 2

doi: https://doi.org/10.1371/journal.pone.0224365.g002