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"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" .
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"6" .
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"Journal of Experimental and Theoretical Artificial Intelligence"^^ .
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"Peter D."^^ .
"Turney"^^ .
"Peter D. Turney"^^ .
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"A theory of cross-validation error (PDF)"^^ .
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"NRC-35072.pdf"^^ .
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"A theory of cross-validation error (Indexer Terms)"^^ .
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"indexcodes.txt"^^ .
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"HTML Summary of #1820 \n\nA theory of cross-validation error\n\n" .
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"Artificial Intelligence" .
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"Machine Learning" .
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"Statistical Models" .
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