Ontology highlight
ABSTRACT:
SUBMITTER: Mao Y
PROVIDER: S-EPMC1184049 | biostudies-literature | 2005 Jun
REPOSITORIES: biostudies-literature
Mao Yong Y Zhou Xiaobo X Pi Daoying D Sun Youxian Y Wong Stephen T C ST
Journal of biomedicine & biotechnology 20050601 2
We investigate the problems of multiclass cancer classification with gene selection from gene expression data. Two different constructed multiclass classifiers with gene selection are proposed, which are fuzzy support vector machine (FSVM) with gene selection and binary classification tree based on SVM with gene selection. Using F test and recursive feature elimination based on SVM as gene selection methods, binary classification tree based on SVM with F test, binary classification tree based on ...[more]