Ahmet Niyazi Özker

Artificial Intelligence for Academic Decision-Making: Predicting Student Performance Using Ensemble Learning

An ensemble-learning framework that could predict the final course grades from the UCI Student Performance dataset in a leakage-resistant manner is created, illustrating how ensemble learning can be used to provide interpretable risk-oriented academic decision support and maintain clear boundaries for causal interpreta...