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Floating search methods in feature selection

Pattern Recognition LettersPublished 1 November 1994
Pavel Pudil, Jana Novovičová, Josef Kittler
Citations3,070
SJR quartileQ1
SJR score1.00
SNIP1.43

Abstract

Sequential search methods characterized by a dynamically changing number of features included or eliminated at each step, henceforth "floating" methods, are presented. They are shown to give very good results and to be computationally more effective than the branch and bound method.

Keywords

Computer Science