The Effective Redistribution for Imbalance Dataset : Relocating Safe-Level SMOTE with Minority Outcast Handling
The redistribution of the target class by oversampling synthetic minority instances is one of the effective directions for class imbalance problem. Safe-level SMOTE generates synthetic minority instances around original instances while avoiding nearby majority ones. However, despite of this intentio...
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| Main Authors: | , |
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| Language: | English |
| Published: |
Science Faculty of Chiang Mai University
2019
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| Subjects: | |
| Online Access: | http://it.science.cmu.ac.th/ejournal/dl.php?journal_id=6324 http://cmuir.cmu.ac.th/jspui/handle/6653943832/66081 |
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| Institution: | Chiang Mai University |
| Language: | English |