Ngọc Thị Hồng Trần

Using counterfactual explanations to enable prescriptive analytics in educational data mining projects

As machine learning (ML) models are increasingly used to support decision making in higher education, there is a growing need to move beyond accurate prediction toward explanations that enable meaningful intervention. This paper examines counterfactual explanations (CFEs) as prescriptive complements to risk prediction...