Počet záznamů: 1
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround
- 1.0348710 - ÚTIA 2011 RIV TR eng C - Konferenční příspěvek (zahraniční konf.)
Somol, Petr - Grim, Jiří - Pudil, Pavel
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround.
Proc. 2010 Int. Conf. on Pattern Recognition. Istanbul: IEEE Computer Society, 2010, s. 4396-4399. ISBN 978-0-7695-4109-9. ISSN 1051-4651.
[20th International Conference on Pattern Recognition. Istanbul (TR), 23.08.2010-26.08.2010]
Grant CEP: GA ČR GA102/07/1594; GA ČR GA102/08/0593; GA MŠMT 1M0572
Grant ostatní: GA MŠk(CZ) 2C06019
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: feature selection * machine learning * over-fitting * classification * feature weights * weighted features * feature acquisition cost
Kód oboru RIV: BD - Teorie informace
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
Trvalý link: http://hdl.handle.net/11104/0189152
Počet záznamů: 1