Some Inequalities Between Distance Measures for Feature Evaluation

Godfried T. Toussaint

doi:10.1109/TC.1972.5008991

Some Inequalities Between Distance Measures for Feature Evaluation

Godfried T. Toussaint

Computer Science

Research output: Contribution to journal › Article › peer-review

Abstract

Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.

Original language	English (US)
Pages (from-to)	409-410
Number of pages	2
Journal	IEEE Transactions on Computers
Volume	C-21
Issue number	4
DOIs	https://doi.org/10.1109/TC.1972.5008991
State	Published - Apr 1972

Keywords

Bhattacharyya coefficient
Kolmogorov variational distance
Kullback divergence
Matusita distance
distance measures
evaluation
feature
interset feature selection criteria
pattern recognition

ASJC Scopus subject areas

Software
Theoretical Computer Science
Hardware and Architecture
Computational Theory and Mathematics

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10.1109/TC.1972.5008991

Cite this

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title = "Some Inequalities Between Distance Measures for Feature Evaluation",

abstract = "Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.",

keywords = "Bhattacharyya coefficient, Kolmogorov variational distance, Kullback divergence, Matusita distance, distance measures, evaluation, feature, interset feature selection criteria, pattern recognition",

author = "Toussaint, {Godfried T.}",

year = "1972",

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KW - Matusita distance

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KW - evaluation

KW - feature

KW - interset feature selection criteria

KW - pattern recognition

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JO - IEEE Transactions on Computers

JF - IEEE Transactions on Computers

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Some Inequalities Between Distance Measures for Feature Evaluation

Abstract

Keywords

ASJC Scopus subject areas

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