1 results for "Ingrid Torres-Rojas"

Actionable Learning Analytics: Predicting University Performance Levels with Interpretable Machine Learning

Enrique De La Hoz; Carlos Garcia-Yerena; Ingrid Torres-Rojas

Journal on Efficiency and Responsibility in Education and Science, Vol. 19 No. 1 · 2026 · English · DOAJ Scopus

Higher education institutions need timely, explainable tools to identify students at risk of low performance on large-scale examinations and to guide targeted academic support strategies. In response to this challenge, this study proposes an explainable machine learning framework to predict…