Binary classification based on a combination of rough set theory and decision trees

• Published in: Sučasnij stan naukovih doslìdženʹ ta tehnologìj v promislovostì (Online) no. 4(26); pp. 87 - 94
• Main Authors: Chernyshov, Dmytro, Sytnikov, Dmytro
• Format: Journal Article
• Language: English
• Published: 27.12.2023

The subject of the study is to improve the accuracy and efficiency of classification algorithms using decision trees by integrating the principles of Rough Set theory, a mathematical approach to approximating sets. The aim of the study is to develop a hybrid model that integrates rough set theory wi...