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
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DOI - Digital Object Identifier
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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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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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
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Number of pages
6
Pages from-to
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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
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