Title :
Some Inequalities Between Distance Measures for Feature Evaluation
Author :
Toussaint, Godfried T.
Author_Institution :
Department of Electrical Engineering, University of British Columbia, Vancouver 8, B. C., Canada.
fDate :
4/1/1972 12:00:00 AM
Abstract :
Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.
Keywords :
Algebra; Computer errors; Councils; Density measurement; Error probability; Particle measurements; Pattern recognition; Probability density function; Q measurement; Bhattacharyya coefficient; Kolmogorov variational distance; Kullback divergence; Matusita distance; distance measures; feature evaluation; interset feature selection criteria; pattern recognition;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.1972.5008991
