Impact of dimensionality reduction techniques on student performance prediction using machine learning

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This study addresses the crucial issue of predicting student performance in educational data mining (EDM) by proposing an Adaptive Dimensionality Reduction Algorithm (ADRA). ADRA efficiently reduces the dimensionality of student data, encompassing various academic, demographic, behavioral, social,...

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Bibliographic Details
Published in:CTU Journal of Innovation and Sustainable Development
Main Authors: Koushik Roy, Huu-Hoa Nguyen, Dewan Md. Farid
Format: Article
Language:English
Published: Can Tho University Publisher 2023-10-01
Subjects:
Backward elimination, dimensionality reduction, forward selection, recursive feature elimination, student performance prediction
Online Access:http://web2010.thanhtoan/index.php/ctujs/article/view/707
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