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Feature Selection by Reordering
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SYSNO ASEP 0405459 Document Type J - Journal Article R&D Document Type Journal Article Subsidiary J Ostatní články Title Feature Selection by Reordering Title Výběr proměnných pomocí uspořádání Author(s) Jiřina, Marcel (UIVT-O) SAI, RID
Jiřina jr., M. (CZ)Source Title GESTS International Transactions on Computer Science and Engineering - ISSN 1738-6438
Roč. 2, č. 1 (2005), s. 155-161Number of pages 7 s. Language eng - English Country US - United States Keywords feature selection ; data reduction ; ordering of features Subject RIV BA - General Mathematics CEZ AV0Z10300504 - UIVT-O (2005-2011) Annotation A method of proper selection of features for an inductive algorithm is discussed. The main idea consists in proper descending ordering of features according to the measure of new information contributing to the previous valuable set of features. The measure is based on the comparing of statistical distributions of individual features including mutual correlation. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2006
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