A class skew-insensitive ACO-based decision tree algorithm for imbalanced data sets
Ant-tree-miner (ATM) has an advantage over the conventional decision tree algorithm in terms of feature selection. However, real world applications commonly involved imbalanced class problem where the classes have different importance. This condition impeded the entropy-based heuristic of existing A...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science
2021
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/27849/1/IJEECS%2020%201%202021%20412%20419.pdf |