Various Bayesian Classifiers and Their Application Fields

Xiaodan DOU

Abstract


The background and basic principle of Bayesian classification algorithm are briefly introduced at first, following with some different kinds of Bayesian classifiers and their application fields or scopes. Due to its simple calculation, high accuracy and high efficiency, Bayesian classification has been applied in variety of fields to replace manual or other methods. Through literature research, several typical examples are found and listed, including the usage of various classifiers in economics, finance, medicine, agriculture and so on. Meanwhile, the classification effect and future development of Bayes are also analyzed. 


Keywords


Bayesian classifiers; Classification; Customer classification; Character recognition; Weather prognosis

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References


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DOI: http://dx.doi.org/10.3968/11920

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