Integrating Data Mining Techniques for Naïve Bayes Classification: Applications to Medical Datasets

In this study, we designed a framework in which three techniques—classification tree, association rules analysis (ASA), and the naïve Bayes classifier—were combined to improve the performance of the latter. A classification tree was used to discretize quantitative predictors into categories and ASA...

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Bibliographic Details
Main Authors: Pannapa Changpetch, Apasiri Pitpeng, Sasiprapa Hiriote, Chumpol Yuangyai
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/9/9/99