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Joined 2026-09-21 Message
Incoming links: Nicola L. C. Talbot
Gavin C. Cawley Created 2026-10-13 Updated 2026-11-05
Coauthor with Nicola L. C. Talbot of research on overfitting during model selection. Their analysis explains how repeatedly optimizing a validation criterion can bias the final performance estimate.[ref]
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation by Gavin C. Cawley and others. author attribution and the named work’s subject
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation by Gavin C. Cawley and others Created 2026-10-13 Updated 2026-11-05
Published in Journal of Machine Learning Research, 11(70):2079–2107.
Online text: jmlr.org/papers/volume11/cawley10a/cawley10a.pdf
Cited passages: On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation, introduction, pp. 2079–2080: selection as part of fitting and nested assessment.