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Classification of Mental Health Level of Students Using SMOTE and Soft Voting Ensemble Classifier and the DASS-21 Profile

This study proposes a comprehensive approach to address the rise in mental health problems among college students. It leverages the Synthetic Minority Over-sampling Technique (SMOTE) to address the class imbalance in the dataset and employs a Voting Ensemble with soft voting to combine several base...

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Bibliographic Details
Main Authors:	Muhammad Imron, Rosadi, Khoirun, Nisa, Nanik, Kholifah
Format:	Article
Language:	English English
Published:	INTI International University
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General)
Online Access:	http://eprints.intimal.edu.my/2194/ http://eprints.intimal.edu.my/2194/1/747 http://eprints.intimal.edu.my/2194/2/ij2025_38.pdf

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