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Pallavi R. Gavali

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2026

A Stacking Ensemble Machine Learning Framework for Predicting Academic Performance and Identifying At-Risk Students in Rural Secondary Schools: Evidence from Aurangabad District, Maharashtra

Secondary rural schools need to be able to identify at-risk students prior to the conclusion of Class 10 exams. This research project developed and tested a machine-learning approach for predicting three tasks: pass or fail, percentage scores, and the most probable subject of failure. The dataset consisted of approxima...

Pallavi R. Gavali, Kavita Y. Suryawanshi · 0 citations

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