Evaluation of simple performance measures for tuning SVM hyperparameters

10.1016/S0925-2312(02)00601-X

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Main Authors:	Duan, K., Keerthi, S.S., Poo, A.N.
Other Authors:	MECHANICAL ENGINEERING
Format:	Article
Published:	2014
Subjects:	Generalization error bound Model selection SVM
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/60217
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-60217
record_format	dspace
spelling	sg-nus-scholar.10635-602172023-10-26T20:26:39Z Evaluation of simple performance measures for tuning SVM hyperparameters Duan, K. Keerthi, S.S. Poo, A.N. MECHANICAL ENGINEERING Generalization error bound Model selection SVM 10.1016/S0925-2312(02)00601-X Neurocomputing 51 41-59 NRCGE 2014-06-17T06:20:36Z 2014-06-17T06:20:36Z 2003-04 Article Duan, K., Keerthi, S.S., Poo, A.N. (2003-04). Evaluation of simple performance measures for tuning SVM hyperparameters. Neurocomputing 51 : 41-59. ScholarBank@NUS Repository. https://doi.org/10.1016/S0925-2312(02)00601-X 09252312 http://scholarbank.nus.edu.sg/handle/10635/60217 000181912600003 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Generalization error bound Model selection SVM
spellingShingle	Generalization error bound Model selection SVM Duan, K. Keerthi, S.S. Poo, A.N. Evaluation of simple performance measures for tuning SVM hyperparameters
description	10.1016/S0925-2312(02)00601-X
author2	MECHANICAL ENGINEERING
author_facet	MECHANICAL ENGINEERING Duan, K. Keerthi, S.S. Poo, A.N.
format	Article
author	Duan, K. Keerthi, S.S. Poo, A.N.
author_sort	Duan, K.
title	Evaluation of simple performance measures for tuning SVM hyperparameters
title_short	Evaluation of simple performance measures for tuning SVM hyperparameters
title_full	Evaluation of simple performance measures for tuning SVM hyperparameters
title_fullStr	Evaluation of simple performance measures for tuning SVM hyperparameters
title_full_unstemmed	Evaluation of simple performance measures for tuning SVM hyperparameters
title_sort	evaluation of simple performance measures for tuning svm hyperparameters
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/60217
_version_	1781781792654622720

Evaluation of simple performance measures for tuning SVM hyperparameters

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