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  5. ANALYSIS OF THE EFFECTIVENESS OF BAYESIAN CLASSIFIER

ANALYSIS OF THE EFFECTIVENESS OF BAYESIAN CLASSIFIER

Yu.I. Losev, Yu.V. Volkov
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Description: One of the main tasks of machine learning – the problem of classification was considered. Principles of construction and usage of the Bayesian classifier were desсribed. Was developed the mathematical model of Bayesian classifier that describes the decision-making process. On the base of developed model were explored dependencies of error probability from different parameters.


Keywords: classifier, normal distribution, error function

Reference:
 Losev, Yu.Y. and Volkov, Yu.V. (2016), “Analyz эffektyvnosty Baiesovskoho klassyfykatora” [Analysis of the effectiveness of Bayesian classifier], Information Processing Systems, Vol. 9(146), pp. 124-127.