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Ten quick tips for ensuring machine learning model validity

Fig 4

Validation tips covering null model benchmarks (A) and validating the trained model extensively on as many distinct (heterogeneous) dataset as possible (B).

doi: https://doi.org/10.1371/journal.pcbi.1012402.g004