Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach
The prediction of minority class can be like finding a needle in a haystack. Bio-inspired classifier such as Ant Colony Optimization (ACO) decision tree experienced ineffective decision boundaries since its entropy-based heuristic is affected by the strong presence of the dominant class. Consequentl...
| Published in: | 2022 3rd International Conference on Artificial Intelligence and Data Sciences: Championing Innovations in Artificial Intelligence and Data Sciences for Sustainable Future, AiDAS 2022 - Proceedings |
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| Main Author: | |
| Format: | Conference paper |
| Language: | English |
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Institute of Electrical and Electronics Engineers Inc.
2022
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141748721&doi=10.1109%2fAiDAS56890.2022.9918761&partnerID=40&md5=1d1a51d30c90ca937b44762311a3f75c |