Mitigating imbalanced classification problems in academic performance with resampling methods / A’zraa Afhzan Ab Rahim and Norlida Buniyamin

• Main Authors: Ab Rahim, A’zraa Afhzan, Buniyamin, Norlida
• Format: Article
• Language: English
• Published: UiTM Press 2023
• Subjects: Machine learning; Evolutionary programming (Computer science). Genetic algorithms
• Online Access: https://ir.uitm.edu.my/id/eprint/86029/1/86029.pdf; https://ir.uitm.edu.my/id/eprint/86029/

The imbalanced dataset is a common problem in the educational performance environment, where the number of students with poor performance is much less than those who perform well. This can create problems when predicting academic performance using machine learning algorithms, which assume that the d...