Model Selection via the VC Dimension

Mpoudeu, M; Clarke, B

Mpoudeu, M (reprint author), Bank Amer, Atlanta, GA 30309 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2019; 20 ():

Abstract

We derive an objective function that can be optimized to give an estimator for the Vapnik-Chervonenkis dimension for use in model selection in regress......

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