Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries

10.1007/s10822-011-9431-3

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Bibliographic Details
Main Authors:	Kumar, P., Ma, X., Liu, X., Jia, J., Bucong, H., Xue, Y., Li, Z.R., Yang, S.Y., Wei, Y.Q., Chen, Y.Z.
Other Authors:	PHARMACY
Format:	Article
Published:	2014
Subjects:	Bioinformatics Computer aided drug design Drug safety Genotoxicity Machine learning Statistical learning Support vector machine
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/105889
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-105889
record_format	dspace
spelling	sg-nus-scholar.10635-1058892024-11-08T22:34:44Z Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries Kumar, P. Ma, X. Liu, X. Jia, J. Bucong, H. Xue, Y. Li, Z.R. Yang, S.Y. Wei, Y.Q. Chen, Y.Z. PHARMACY Bioinformatics Computer aided drug design Drug safety Genotoxicity Machine learning Statistical learning Support vector machine 10.1007/s10822-011-9431-3 Journal of Computer-Aided Molecular Design 25 5 455-467 JCADE 2014-10-29T01:52:05Z 2014-10-29T01:52:05Z 2011-05 Article Kumar, P., Ma, X., Liu, X., Jia, J., Bucong, H., Xue, Y., Li, Z.R., Yang, S.Y., Wei, Y.Q., Chen, Y.Z. (2011-05). Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries. Journal of Computer-Aided Molecular Design 25 (5) : 455-467. ScholarBank@NUS Repository. https://doi.org/10.1007/s10822-011-9431-3 0920654X http://scholarbank.nus.edu.sg/handle/10635/105889 000291261700006 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Bioinformatics Computer aided drug design Drug safety Genotoxicity Machine learning Statistical learning Support vector machine
spellingShingle	Bioinformatics Computer aided drug design Drug safety Genotoxicity Machine learning Statistical learning Support vector machine Kumar, P. Ma, X. Liu, X. Jia, J. Bucong, H. Xue, Y. Li, Z.R. Yang, S.Y. Wei, Y.Q. Chen, Y.Z. Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
description	10.1007/s10822-011-9431-3
author2	PHARMACY
author_facet	PHARMACY Kumar, P. Ma, X. Liu, X. Jia, J. Bucong, H. Xue, Y. Li, Z.R. Yang, S.Y. Wei, Y.Q. Chen, Y.Z.
format	Article
author	Kumar, P. Ma, X. Liu, X. Jia, J. Bucong, H. Xue, Y. Li, Z.R. Yang, S.Y. Wei, Y.Q. Chen, Y.Z.
author_sort	Kumar, P.
title	Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
title_short	Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
title_full	Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
title_fullStr	Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
title_full_unstemmed	Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
title_sort	effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/105889
_version_	1821189581054148608

Effect of training data size and noise level on support vector machines virtual screening of genotoxic compounds from large compound libraries

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