Hybrid meta-heuristic algorithm based parameter optimization for extreme learning machines classification

• Main Author: Alade, Oyekale Abel
• Format: Thesis
• Language: English
• Published: 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/101549/1/OyekaleAbelAladePSC2021.pdf; http://eprints.utm.my/id/eprint/101549/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:150572

Most classification algorithms suffer from manual parameter tuning and it affects the training computational time and accuracy performance. Extreme Learning Machines (ELM) emerged as a fast training machine learning algorithm that eliminates parameter tuning by randomly assigning the input weights a...