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Model Selection Bias

Bias AIO:ModelSelectionBias NOT_REVIEWED

A processing bias introduced when using data to select a single "best" model from many or when an explanatory variable has a weak relationship with the response variable.

Ontology IRI: https://w3id.org/aio/ModelSelectionBias

Ontology Structure & Relationships

Parent Classes

AIO:ProcessingBias (Processing Bias)

Branches

Bias

Annotations & Sources

Definition Sources:

https://doi.org/10.6028/NIST.SP.1270

Subsets:

https://w3id.org/aio/BiasSubset

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub

Release Version: aio.json

Commit: 397851c547…

License: CC-BY-4.0

Imported At: 2026-10-10T07:34:10Z

SHA256: 8f741d71408c…

Source File: data/aio/ModelSelectionBias.yaml