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The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround
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SYSNO 0348710 Title The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround Author(s) Somol, Petr (UTIA-B) [RO] RID
Grim, Jiří (UTIA-B) [RO] RID, ORCID
Pudil, Pavel (UTIA-B) [RO] RIDSource Title Proc. 2010 Int. Conf. on Pattern Recognition. S. 4396-4399. - Istanbul : IEEE Computer Society, 2010 Conference 20th International Conference on Pattern Recognition, Istanbul, 23.08.2010-26.08.2010 Document Type Konferenční příspěvek (zahraniční konf.) Grant 2C06019, CZ - Czech Republic GA102/07/1594 GA ČR - Czech Science Foundation (CSF) GA102/08/0593 GA ČR - Czech Science Foundation (CSF) 1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) CEZ AV0Z10750506 - UTIA-B (2005-2011) Language eng Country TR Keywords feature selection * machine learning * over-fitting * classification * feature weights * weighted features * feature acquisition cost URL http://library.utia.cas.cz/separaty/2010/RO/somol-the problem of fragile feature subset preference in feature selection methods and a proposal of algorithmic workaround.pdf Permanent Link http://hdl.handle.net/11104/0189152
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