Distance-based undersampling for imbalance dataset: a comprehensive simulation study
This thesis presents a simulation study on parameter estimation for the effect of imbalance problem in binary logistic regression. As well as assessing the effect of random oversampling (ROS), random undersampling (RUS), and distance-based undersampling (E-DBUS, iE-DBUS and M-DBUS) on imbalanced dat...
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| Format: | Thesis |
| Language: | en |
| Published: |
2023
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/122845/1/122845.pdf https://ir.uitm.edu.my/id/eprint/122845/ |
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