Application research on Bayesian Network Classifier in the cognitive diagnosis

Classification is a basic task in data analysis and pattern recognition that requires the construction of a classifier, that is, a function that assigns a class label to instances described by a set of attributes. Naive Bayesian Networks Classifier is one of the Bayesian Classifiers. Due to its simple structure and powerful reasoning ability in solving nondeterminant problems, Naive Bayesian Network Classifiers is attracting more and more attention of the researchers.