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A hybrid approach to a classification problem
Subtitle:Raport Badawczy = Research Report ; RB/22/2003
Creator:Sęp, Krzysztof : Autor ; Sapiecha, Piotr : Autor ; Selvaraj, Henry : Autor ; Stańczak, Jarosław : Autor ; Łuba, Tadeusz (1946– ) : Autor
Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:10 stron ; 21 cm ; Bibliografia s. 9-10
Type of object: Subject and Keywords:Information system ; Classification problem ; Hypergraph ; Argument reduction algorithm ; Decision tables
Abstract:In this paper we present an applications of the argument reduction algorithm as a preprocessing method of decision tables for classifier system. The software tool for classification problem is described. This tool has a hybrid structure consists of proposed reduction strategies mixed with the classical decision rules generator based on genetic algorithms. This tool achieves significant benefits from argument reduction during analysis process of data dependencies.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Licencja Creative Commons Uznanie autorstwa 4.0
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Digitizing institution:Instytut Badań Systemowych Polskiej Akademii Nauk
Original in:Biblioteka Instytutu Badań Systemowych PAN
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