Comparison of ensemble hybrid sampling with bagging and boosting machine learning approach for imbalanced data
Training an imbalanced dataset can cause classifiers to overfit the majority class and increase the possibility of information loss for the minority class. Moreover, accuracy may not give a clear picture of the classifier’s performance. This paper utilized decision tree (DT), support vector machine...
| Published in: | Indonesian Journal of Electrical Engineering and Computer Science |
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| Main Author: | |
| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science
2023
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85142097924&doi=10.11591%2fijeecs.v29.i1.pp598-608&partnerID=40&md5=61804174165e22ee4efed7401972f189 |