The Effects of Imbalanced Datasets on Machine Learning Algorithms in Predicting Student Performance

Predictive analytics technologies are becoming increasingly popular in higher education institutions. Students' grades are one of the most critical performance indicators educators can use to predict their academic achievement. Academics have developed numerous techniques and machine-learning approa...

Descrición completa

Detalles Bibliográficos

Principais autores:	Khaled Mahmud Sujon, Rohayanti Hassan, Alif Ridzuan Khairudin, Sim Hiew Moi, Muhammad Luqman Mohd Shafie, Zainuri Saringat, Aldo Erianda
Formato:	Artigo
Idioma:	Inglês
Publicado:	Society of Visual Informatics 2024-11-01
Series:	JOIV: International Journal on Informatics Visualization
Assuntos:	imbalanced dataset machine learning higher education institute multi-class prediction
Acceso en liña:	https://joiv.org/index.php/joiv/article/view/2449
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!