Model generalizability and accuracy limited by non-independence and bias — ARCADIA Knowledge Graph

Model generalizability and accuracy limited by non-independence and bias

Cumulative effects of non-independence, pseudoreplication, and taxonomic/data bias bound the ability of models to generalize outside overrepresented clades, restricting accuracy for protein design.

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