Filter-wrapper combination and embedded feature selection for gene expression data

• Main Authors: Hameed, Shilan S., Petinrin, Olutomilayo Olayemi, Hashi, Abdirahman Osman, Saeed, Faisal
• Format: Article
• Language: English
• Published: International Center for Scientific Research and Studies 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/85805/1/FaisalAbdulkaremQasem2018_Filter-WrapperCombinationandEmbeddedFeatureSelection.pdf; http://eprints.utm.my/id/eprint/85805/
• Institution: Universiti Teknologi Malaysia

Biomedical and bioinformatics datasets are generally large in terms of their number of features - and include redundant and irrelevant features, which affect the effectiveness and efficiency of classification of these datasets. Several different features selection methods have been utilised in vario...