Imbalanced classification methods for student grade prediction: A systematic literature review

• Main Authors: Abdul Bujang, Siti Dianah, Selamat, Ali, Krejcar, Ondrej, Mohamed, Farhan, Lim, Kok Cheng, Po, Chan Chiu, Fujita, Hamido
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/107588/1/AliSelamat2023_ImbalancedClassificationMethodsforStudentGrade.pdf; http://eprints.utm.my/107588/; http://dx.doi.org/10.1109/ACCESS.2022.3225404
• Institution: Universiti Teknologi Malaysia

Student success is essential for improving the higher education system student outcome. One way to measure student success is by predicting students' performance based on their prior academic grades. Concerning the significance of this area, various predictive models are widely developed and ap...