<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "A theory of cross-validation error"^^ . "This paper presents a theory of error in cross-validation testing of algorithms for predicting\nreal-valued attributes. The theory justifies the claim that predicting real-valued\nattributes requires balancing the conflicting demands of simplicity and accuracy. Furthermore,\nthe theory indicates precisely how these conflicting demands must be balanced, in\norder to minimize cross-validation error. A general theory is presented, then it is\ndeveloped in detail for linear regression and instance-based learning."^^ . "1994" . . "6" . . "Journal of Experimental and Theoretical Artificial Intelligence"^^ . . . . . . . . "Peter D."^^ . "Turney"^^ . "Peter D. Turney"^^ . . . . . . "A theory of cross-validation error (PDF)"^^ . . . . . . . . . "NRC-35072.pdf"^^ . . . "A theory of cross-validation error (Indexer Terms)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #1820 \n\nA theory of cross-validation error\n\n" . "text/html" . . . "Artificial Intelligence" . . . "Machine Learning" . . . "Statistical Models" . .