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 simp...

Full description

Saved in:
Bibliographic Details
Main Authors: Yu Xiaofeng, Ding, Shuliang
Format: Conference Proceeding
Language:chi ; eng
Subjects:
Bayesian methods
Classify
Cognitive Diagnosis
Educational institutions
Gaussian distribution
Naive Bayesian Networks Classifier
Pattern recognition
Presses
Testing
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:2160-1283
DOI:10.1109/ICISE.2010.5689052