Integrating data mining techniques for naïve bayes classification: Applications to medical datasets

• Main Authors: Pannapa Changpetch, Apasiri Pitpeng, Sasiprapa Hiriote, Chumpol Yuangyai
• Other Authors: King Mongkut's Institute of Technology Ladkrabang
• Format: Article
• Published: 2022
• Subjects: Computer Science; Mathematics
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/76637
• Institution: Mahidol University

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 per-formance of the latter. A classification tree was used to discretize quantitative predictors into cate-gories and AS...