Title :
The comparison of application of TAN and Markov
Author :
Xie, Dongdong ; Hao, Wenning ; Chen, Gang ; Jin, Dawei ; Zhao, Shuining
Author_Institution :
Eng. Inst. of Corps of Eng., PAL Univ. of Sci. & Technol., Nanjing, China
Abstract :
The TAN classifiers based on bayes network are often used in classifying. This paper use TAN classifiers based on bayes network, Markov network and Neural Networks to classify the data of consumers´ information and the reduplicated data separately, and compare the results. And found there are some advantages in efficiency and precision to use TAN classifiers in classifying of a great deal of data.
Keywords :
Markov processes; belief networks; neural nets; pattern classification; Bayes network; Markov network; TAN classifiers; consumer information data; neural networks; Bayesian methods; Data mining; Intelligent systems; Machine learning; Markov random fields; Software; TAN; classifiers; network structure; reduplicated data;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057533
