Number of the records: 1  

Feature Selection by Reordering

  1. 1.
    SYSNO ASEP0405459
    Document TypeJ - Journal Article
    R&D Document TypeJournal Article
    Subsidiary JOstatní články
    TitleFeature Selection by Reordering
    TitleVýběr proměnných pomocí uspořádání
    Author(s) Jiřina, Marcel (UIVT-O) SAI, RID
    Jiřina jr., M. (CZ)
    Source TitleGESTS International Transactions on Computer Science and Engineering - ISSN 1738-6438
    Roč. 2, č. 1 (2005), s. 155-161
    Number of pages7 s.
    Languageeng - English
    CountryUS - United States
    Keywordsfeature selection ; data reduction ; ordering of features
    Subject RIVBA - General Mathematics
    CEZAV0Z10300504 - UIVT-O (2005-2011)
    AnnotationA 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.
    WorkplaceInstitute of Computer Science
    ContactTereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
    Year of Publishing2006

Number of the records: 1  

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