A combinatory algorithm of univariate and multivariate gene selection

• Main Authors: Mahmoodian, Sayed Hamid, Marhaban, Mohammad Hamiruce, Abdul Rahim, Raha, Rosli, Rozita, Saripan, M. Iqbal
• Format: Article
• Language: English
• Published: Asian Research Publication Network 2009
• Online Access: http://psasir.upm.edu.my/id/eprint/12660/1/A%20combinatory%20algorithm%20of%20univariate%20and%20multivariate%20gene%20selection.pdf; http://psasir.upm.edu.my/id/eprint/12660/; http://www.jatit.org/volumes/fifth_volume_2_2009.php

Microarray technology has provided the means to monitor the expression levels of a large number of genes simultaneously. Constructing a classifier based on microarray data has emerged as an important problem for diseases such as cancer. Difficulty arises from the fact that the number of samples are...