A Hybrid Gini PSO-SVM Feature Selection: An Empirical Study of Population Sizes on Different Classifier

• Main Authors: Noormadinah Allias, Megat NorulAzmi Megat Mohamed Noor, Mohd. Nazri Ismail, Kim de Silva, (UniKL MIIT)
• Published: 2014
• Subjects: swarm size; taguchi method; orthogonal array; learning algorithms
• Online Access: http://localhost/xmlui/handle/123456789/6305
• Institution: Universiti Kuala Lumpur

A performance of anti-spam filter not only depends on the number of features and types of classifier that are used, but it also depends on the other parameter settings. Deriving from previous experiments, we extended our work by investigating the effect of population sizes from our proposed met...