Title:

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:

Warszawa

Date issued/created:

2003

Description:

10 pages ; 21 cm ; Bibliography p. 9-10

Type of object:

Book/Chapter

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:

Text

Detailed Resource Type:

Report

Source:

RB-2003-22

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open