Nicola L. C. Talbot Created 2026-10-13 Updated 2026-11-05
Coauthor with Gavin C. Cawley of research on overfitting during model selection, distinguishing selection of a fitted model from an unbiased evaluation of its predictive performance.[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.