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faizanjutt473/ML-Based-Student-Performance-Prediction-System — AI/Bot Repository
Built an ML system predicting student performance (Low/Medium/High) from 29 features. Created sklearn pipeline (imputation, scaling, encoding), compared 3 models, tuned RF via GridSearchCV (5-fold CV); Gradient Boosting hit 92% accuracy. Visualized results with Matplotlib/Seaborn.
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