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The Melting Pot of Automated Discovery: Principles for a New Science Read chapter Read first chapter

1999 | OriginalPaper | Chapter

Feature Selection Using Consistency Measure

Authors : Manoranjan Dash, Huan Liu, Hiroshi Motoda

Published in: Discovery Science

Publisher: Springer Berlin Heidelberg

Included in: Professional Book Archive

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Feature selection methods search for an “optimal” subset of features. Many methods exist. We evaluate consistency measure along with different search techniques applied in the literature and suggest a guideline of its use.

previous chapter A Definition of Discovery in Terms of Generalized Descriptional Complexity
next chapter A Model of Children’s Vocabulary Acquisition Using Inductive Logic Programming
Metadata
Title
Feature Selection Using Consistency Measure
Authors
Manoranjan Dash
Huan Liu
Hiroshi Motoda
Copyright Year
1999
Publisher
Springer Berlin Heidelberg
Book
Discovery Science

Print ISBN: 978-3-540-66713-1

Electronic ISBN: 978-3-540-46846-2

Copyright Year: 1999

DOI
https://doi.org/10.1007/3-540-46846-3_30