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DISCRIMINANT STEPWISE PROCEDURE

Mariusz Kubus · Lodz University Press · 2014

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Author / responsible party
Mariusz Kubus
Publisher
Lodz University Press
Year
2014
ISSN
0208-6018
ISSN
0208-6018
Language
English

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Stepwise procedure is now probably the most popular tool for automatic feature selection. In the most cases it represents model selection approach which evaluates various feature subsets (so called wrapper). In fact it is heuristic search technique which examines the space of all possible feature subsets. This method is known in the literature under different names and variants. We organize the concepts and terminology, and show several variants of stepwise feature selection from a search strategy point of view. Short review of implementations in R will be given.

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APA 7

Kubus, M. (2014). DISCRIMINANT STEPWISE PROCEDURE. https://czasopisma.uni.lodz.pl/foe/article/view/62

MLA

Kubus, Mariusz. "DISCRIMINANT STEPWISE PROCEDURE." 2014. https://czasopisma.uni.lodz.pl/foe/article/view/62.

Chicago

Kubus, Mariusz. 2014. "DISCRIMINANT STEPWISE PROCEDURE.". https://czasopisma.uni.lodz.pl/foe/article/view/62.

Harvard

Kubus, M. 2014, DISCRIMINANT STEPWISE PROCEDURE, Lodz University Press, available at: https://czasopisma.uni.lodz.pl/foe/article/view/62 [Accessed 5 Aug. 2026].

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Resource details

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Title
DISCRIMINANT STEPWISE PROCEDURE
Author / contributors
Mariusz Kubus
Publisher
Lodz University Press
Publication year
2014
ISSN
0208-6018
ISSN
0208-6018
Language
English

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stepwise procedure feature selection model selection
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