Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach

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...

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Bibliographic Details
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
Main Author: Razali M.H.M.; Saian R.; Moktar B.; Wah Y.B.; Ku-Mahamud K.R.
Format: Conference paper
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141748721&doi=10.1109%2fAiDAS56890.2022.9918761&partnerID=40&md5=1d1a51d30c90ca937b44762311a3f75c

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https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141748721&doi=10.1109%2fAiDAS56890.2022.9918761&partnerID=40&md5=1d1a51d30c90ca937b44762311a3f75c

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