Publication details

Feature selection toolbox

Journal Article

Somol Petr, Pudil Pavel

serial: Pattern Recognition vol.35, 12 (2002), p. 2749-2759

research: CEZ:AV0Z1075907

project(s): ME 187, GA MŠk, GA402/01/0981, GA ČR

keywords: pattern recognition, feature selection, subset search

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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: 09K, 09H