Similar Classifiers and VC Error Bounds

Bax, Eric (1997) Similar Classifiers and VC Error Bounds. Technical Report. California Institute of Technology. [CaltechCSTR:1997.cs-tr-97-14]

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Abstract

We improve error bounds based on VC analysis for classes with sets of similar classifiers. We apply the new error bounds to separating planes and artificial neural networks.

EPrint Type:	Monograph (Technical Report)
Subjects:	All Records
ID Code:	165
Deposited By:	Caltech Library System
Deposited On:	25 April 2001
Record Number:	CaltechCSTR:1997.cs-tr-97-14
Official Persistent URL:	http://resolver.caltech.edu/CaltechCSTR:1997.cs-tr-97-14
Usage Policy:	You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format.

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