Feature selection toolbox as a multi-purpose tool in pattern recognition

Conference Paper (international conference)

Somol Petr, Pudil Pavel

serial: Pattern Recognition in Information Systems. Proceedings of the 1st International Workshop on Pattern Recognition in Information Systems, p. 91-102 , Eds: Fred A., Jain A. K.

publisher: ICEIS Press, (Setúbal 2001)

action: PRIS 2001 /1./, (Setúbal, PT, 06.07.2001-07.07.2001)

research: AV0Z1075907

project(s): GA402/01/0981, GA ČR, KSK1019101, GA AV ČR

keywords: statistical pattern recognition, feature selection, software package

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abstract (eng):

A software package developed for the purpose of feature selection in statistical pattern recognition is presented. The software tool includes both several classical and new methods suitable for dimensionality reduction, classification and data representation. Examples of solved problems are given, as well as observations regarding the behavior of criterion functions.

Cosati: 09H, 09K

RIV: JC