Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/758

 Title: Recognition on Finite Set of Events: Bayesian Analysis of Generalization Ability and Classification Tree Pruning Authors: Berikov, Vladimir Keywords: Classifier Generalization AbilityBayesian LearningClassification Tree Pruning Issue Date: 2006 Publisher: Institute of Information Theories and Applications FOI ITHEA Abstract: The problem of recognition on finite set of events is considered. The generalization ability of classifiers for this problem is studied within the Bayesian approach. The method for non-uniform prior distribution specification on recognition tasks is suggested. It takes into account the assumed degree of intersection between classes. The results of the analysis are applied for pruning of classification trees. URI: http://hdl.handle.net/10525/758 ISSN: 1313-0463 Appears in Collections: Volume 13 Number 3

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