The Problem of Overfitting

作者：Douglas M. Hawkins · 发表于：Journal of Chemical Information and Computer Sciences · 年份：2003 · DOI：10.1021/ci0342472 · 被引用次数：2475 · 研究领域：Spectroscopy and Chemometric Analyses、Scientific Measurement and Uncertainty Evaluation、Advanced Statistical Process Monitoring

ADVERTISEMENT RETURN TO ISSUEArticleNEXTThe Problem of OverfittingDouglas M. HawkinsView Author Information School of Statistics, University of Minnesota, Minneapolis, Minnesota 55455 Cite this: J. Chem. Inf. Comput. Sci. 2004, 44, 1, 1–12Publication Date (Web):December 2, 2003Publication History Received30 October 2003Published online2 December 2003Published inissue 1 January 2004https://pubs.acs.org/doi/10.1021/ci0342472https://doi.org/10.1021/ci0342472research-articleACS PublicationsCopyright © 2004 American Chemical SocietyRequest reuse permissionsArticle Views19627Altmetric-Citations1642LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and re...