Title :
An improved aggregated one-dependence estimator: On non-rigid cross validation
Author :
Deng, Wanyu ; Zheng, Qinghua ; Chen, Lin
Author_Institution :
China Dept. of Comput. Sci. & Technol., Xi´´an Jiaotong Univ., Xi ´´an
Abstract :
This paper proposed an improved Bayesian classifier which holds excellent classification accuracy and proper time cost. More important, the thinking of nonrigid cross validation which is proposed in the paper can be generalized to other fields.
Keywords :
Bayes methods; belief networks; learning (artificial intelligence); pattern classification; Naive Bayes; improved Bayesian classifier; nonrigid cross validation; Accuracy; Bayesian methods; Computational efficiency; Computer science; Costs; Error analysis; Niobium; Predictive models; Telecommunications; Terminology; Classifier; Cross Validation; Naïve Bayes;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2008. CSCWD 2008. 12th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1650-9
Electronic_ISBN :
978-1-4244-1651-6
DOI :
10.1109/CSCWD.2008.4536993
