Calculation of Bayes' Recognition Error for Two Multivariate Gaussian Distributions

An algorithm is presented for calculating recognition error when applying pattern vectors to an optimum Bayes' classifier. The pattern vectors are assumed to come from two classes whose populations have Gaussian statistics with unequal covariance matrices and arbitrary a priori probabilities. T...

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Veröffentlicht in:	IEEE transactions on computers 1969-03, Vol.C-18 (3), p.220-229
Hauptverfasser:	Fukunaga, K., Krile, T.F.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes' optimum classifier Bhattacharyya's distance characteristic function divergence multivariate Gaussian distributions pattern recognition recognition errors
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