Optuna-Optimized Meta-Learner and Ensemble Learning for Educational Outcome Prediction

This is like hiring a panel of different “tutors” (machine learning models) and then using a smart coach to decide how much to listen to each tutor so you get the best possible prediction about how a student will perform. Optuna is an automated assistant that keeps tweaking the settings of this coach until the whole team gives the most accurate answers.