Sensitivity analysis in bayesian classification models : multiplicative deviations

The sensitivity of Bayesian pattern recognition models to multiplicative deviations in the prior and conditional probabilities is investigated for the two-class case. Explicit formulas are obtained for the factor K by which the computed posterior probabilities should be divided in order to eliminate...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 2(1980), 3 vom: 01. März, Seite 261-6
1. Verfasser: Ben-Bassat, M (VerfasserIn)
Weitere Verfasser: Klove, K L, Weil, M H
Format: Aufsatz
Sprache:English
Veröffentlicht: 1980
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article