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 undersampling (RUS) is one of the treatments...
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| Format: | Article |
| Language: | English |
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Universiti Utara Malaysia
2021
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| Online Access: | https://repo.uum.edu.my/id/eprint/28128/1/JICT%2020%201%202021%2083-102.pdf https://doi.org/10.32890/jict.20.1.2021.6358 |