Title: Error estimation in a naive bayes classifier
Abstract:The pattern classification means to classify the object into a class by using nave Bayesian classification decision according to its eigenvalue.The Bayes classifier obeying the conditional independen...The pattern classification means to classify the object into a class by using nave Bayesian classification decision according to its eigenvalue.The Bayes classifier obeying the conditional independence assumption of the object's eigenvalue,namely the nave Bayes classifier,is designed,and the method of its classification error estimation is proposed.The theoretical analysis and the experimental result show that the design of the nave Bayes classifier is feasible,and the method of its classification error estimation is effective,for the pattern classification of objects.Read More
Publication Year: 2008
Publication Date: 2008-01-01
Language: en
Type: article
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