Rule pruning techniques in the ant-miner classification algorithm and its variants: A review

• Main Authors: Al-Behadili, Hayder Naser Khraibet, Ku-Mahamud, Ku Ruhana, Sagban, Rafid
• Format: Conference or Workshop Item
• Language: English
• Published: 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://repo.uum.edu.my/24425/1/SCAIE%202018%2078%2084.pdf; http://repo.uum.edu.my/24425/; http://doi.org/10.1109/ISCAIE.2018.8405448

Rule-based classification is considered an important task of data classification.The ant-mining rule-based classification algorithm, inspired from the ant colony optimization algorithm, shows a comparable performance and outperforms in some application domains to the existing methods in the literat...