Bayesian classifier using Copula
Liu Qiong-sun · Computer Engineering and Applications Journal · 2010
In this paper,a Bayesian classification algorithm based on the theory of Copula is presented,it overcomes the lack of attribute independence assumption which the general Naive Bayesian classifiers request,and further expands the Naive Bayesian classifiers.The results show that classification results have been markedly improved by using the Bayesian classification algorithm based on Copula.