An improve unsupervised discretization using optimization algorithms for classification problems

• Main Authors: Mohamed, Rozlini, Samsudin, Noor Azah
• Format: Article
• Language: English
• Published: 2024
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/11092/1/J17588_57f47374243fbf4ecaff387b409cf14f.pdf; http://eprints.uthm.edu.my/11092/; https://doi.org/10.11591/ijeecs.v34.i2

This paper addresses the classification problem in machine learning focusing on predicting class labels for datasets with continuous features. Recognizing the critical role of discretization in enhancing classification performance, the study integrates equal width binning (EWB) with two optimization...