Data leakage and pseudoreplication in BFMs | ARCADIA FyloGraph | FyloGraph

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Data leakage and pseudoreplication in BFMs — ARCADIA Knowledge Graph

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Data leakage and pseudoreplication in BFMs

Evolutionary relatedness causes data leakage and pseudoreplication, leading to overfitting and inflated sample size in biological foundation models.

Confidence

90%

◑partialactive

Part of Chain

Impact of evolutionary nonindependence on biological foundation models