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GAME MODEL UTILIZATION FOR FEATURE RANKING AND FEATURE SELECTION

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00171876" target="_blank" >RIV/68407700:21230/10:00171876 - isvavai.cz</a>

  • Alternative codes found

    RIV/68407700:21240/10:00171876

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    GAME MODEL UTILIZATION FOR FEATURE RANKING AND FEATURE SELECTION

  • Original language description

    Almost all of Feature Ranking and Feature Selection methods are based on one of the specific approach only (e.g. statistical measure of the data, wrapper ap- proach, etc.). The problem is also in an applicability of these methods. Most of Feature Rankingand Feature Selection methods are designed for categorial data only. Some of them have also its special version for regression problems. In this paper we present modificated approach in methods for Feature Ranking and Fea- ture Selection based on a combination of statistical measure and utilization of data mining model. The main feature of this approach is that the data mining algorithm (GAME) is able to deal with numerical data as well as it can be applied to catego- rial data. It incorporates featureselection mechanism and methods, described in this paper, derive feature ranking from final data mining model.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2010

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the Seventh International Conference on Engineering Computational Technology

  • ISBN

    978-1-905088-39-3

  • ISSN

    1759-3433

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

  • Publisher name

    Civil-Comp Press Ltd

  • Place of publication

    Stirling

  • Event location

    Valencie

  • Event date

    Sep 14, 2010

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article