Improved support vector machine using multiple SVM-RFE for cancer classification

• Main Authors: Mohd Hasri, Nurul Nadzirah, Nies, Hui Wen, Chan, Weng Howe, Mohamad, Mohd Saberi, Deris, Safaai, Kasim, Shahreen
• Format: Article
• Language: English
• Published: Insight - Indonesian Society for Knowledge and Human Development 2017
• Subjects: T59.7-59.77 Human engineering in industry. Man-machine systems
• Online Access: http://eprints.uthm.edu.my/3338/1/AJ%202017%20%28479%29.pdf; http://eprints.uthm.edu.my/3338/

Support Vector Machine (SVM) is a machine learning method and widely used in the area of cancer studies especially in microarray data. A common problem related to the microarray data is that the size of genes is essentially larger than the number of samples. Although SVM is capable of handling a lar...