Validation assessments on Resampling Method in Imbalanced Binary Classification for Linear Discriminant Analysis
The curse of class imbalance affects the performance of many conventional classification algorithms including linear discriminant analysis (LDA). The data pre-processing approach through some resampling methods such as random oversampling (ROS) and random under sampling (RUS) is one of the treatment...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Universiti Utara Malaysia Press
2021
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| Online Access: | https://repo.uum.edu.my/id/eprint/28789/1/JICT%2020%2001%202021%2083-102.pdf https://doi.org/10.32890/jict.20.1.2021.6358 https://repo.uum.edu.my/id/eprint/28789/ https://e-journal.uum.edu.my/index.php/jict/article/view/jict.20.1.2021.6358 https://doi.org/10.32890/jict.20.1.2021.6358 |
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| Institution: | Universiti Utara Malaysia |
| Language: | English |