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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English English |
| Published: |
INTI International University
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| Subjects: | |
| 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 |