A multivariate analysis of the early dropout using classical machine learning and local interpretable model-agnostic explanations

A multivariate analysis of the early dropout using classical machine learning and local interpretable model-agnostic explanations

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Student dropout rates can have a significant negative impact on both the development of educational institutions and the personal growth of students. Consequently, many institutions are focused on identifying key factors that contribute to dropout and implementing strategies to mitigate them. This...

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Bibliographic Details
Main Authors: Thanh Hai Nguyen, Phuong Le, Tuyen Thanh Thi Nguyen, Anh Kim Su
Format: Article
Language:English
Published: Can Tho University Publisher 2024-10-01
Series:CTU Journal of Innovation and Sustainable Development
Subjects:
Dropout Prediction, Machine learning, Explanation
Online Access:https://ctujs.ctu.edu.vn/index.php/ctujs/article/view/1171
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