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Arati Patil

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Open access Oct 2026

Early Prediction of At-Risk MCA Students Using Machine Learning-Based Classification Models

Student academic performance prediction has become an important area of educational data mining due to its potential to improve learning outcomes through timely intervention. Early identification of academically at-risk students enables educational institutions to provide personalized academic support, thereby reducing...

Arati Patil, Prashant P. Patil, S. Deshmukh · 0 citations

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