Signatures of nonindependence affect biological foundation models — ARCADIA Knowledge Graph

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Signatures of nonindependence affect biological foundation models

Reasoning that data leakage and pseudoreplication create observable performance biases in biological foundation models like protein language models, as a signature of evolutionary nonindependence effects.

Confidence
80%
◑partialactivecomplexity: mid

Source

Synthesis for current paper