Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique

Rendani Mbuvha, Patience Zondo, Aluwani Mauda +1

We use gradient boosting machines and logistic regression to predict academic throughput at a South African university. The results highlight the significant influence of socio-eco…