A Familiartiy-Based Bound on the Expected Error Rate for Classification with the Fuzzy ARTMAP Neural Network

dc.contributor.author	Rubin, Mark	en_US
dc.date.accessioned	2011-11-14T19:00:11Z
dc.date.available	2011-11-14T19:00:11Z
dc.date.issued	1999-02	en_US
dc.identifier.uri	http://hdl.handle.net/2144/2224
dc.description.abstract	We obtain a bound on the expected error rate of the fuzzy ARTMAP neural network employed as a classifier. This bound is based on leave-one-out estimation of the classification error, and is analogous to a bound on the expected error rate for support vector machines.	en_US
dc.description.sponsorship	Office of Naval Research (N00014-95-1-0409)	en_US
dc.language.iso	en_US	en_US
dc.publisher	Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems	en_US
dc.relation.ispartofseries	BU CAS/CNS Technical Reports;CAS/CNS-TR-1999-006	en_US
dc.rights	Copyright 1999 Boston University. Permission to copy without fee all or part of this material is granted provided that: 1. The copies are not made or distributed for direct commercial advantage; 2. the report title, author, document number, and release date appear, and notice is given that copying is by permission of BOSTON UNIVERSITY TRUSTEES. To copy otherwise, or to republish, requires a fee and / or special permission.	en_US
dc.subject	Error bound	en_US
dc.subject	Classification	en_US
dc.subject	Fuzzy ARTMAP	en_US
dc.subject	Support vector machines	en_US
dc.subject	Leave-one-out	en_US
dc.title	A Familiartiy-Based Bound on the Expected Error Rate for Classification with the Fuzzy ARTMAP Neural Network	en_US
dc.type	Technical Report	en_US
dc.rights.holder	Boston University Trustees	en_US