Ensemble based filter feature selection with harmonize Particle Swarm Optimization and Support Vector Machine for optimal cancer classification

• Main Authors: Tengku Ab. Hamid, Tengku Mazlin, Sallehuddin, Roselina, Mohd. Yunos, Zuriahati, Ali, Aida
• Format: Article
• Language: English
• Published: Elsevier Ltd 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/97928/1/RoselinaSallehuddin2021_EnsembleBasedFilterFeatureSelection.pdf; http://eprints.utm.my/id/eprint/97928/; http://dx.doi.org/10.1016/j.mlwa.2021.100054

Explosive increase of dataset features may intensify the complexity of medical data analysis in deciding necessary treatment for the patient. In most cases, the accuracy of diagnosis system is vitally impacted by the data dimensionality and classifier parameters. Since these two processes are depend...