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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
UUM Press
2020-10-01
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| Series: | Journal of ICT |
| Online Access: | https://www.scienceopen.com/document?vid=24c8fb6a-1f8f-4373-83f6-bda27e4a5f03 |