Author

S. P

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Open access Aug 2026

An Explainable Ensemble Learning Approach for Student Performance Prediction

An explainable ensemble learning approach for student performance prediction is proposed by integrating Random Forest, XGBoost, and LightGBM classifiers with SHapley Additive exPlanations (SHAP) to improve both predictive performance and model transparency.

S. P · International Journal of Inn... · 0 citations