Fast Gene Selection for Microarray Data Using SVM-Based Evaluation Criterion.
Xin ZhouX. Y. WuK. Z. MaoDavid P. TuckPublished in: BIBM (2008)
Keyphrases
- evaluation criteria
- gene selection
- microarray data
- microarray
- cancer classification
- gene expression
- feature selection
- support vector machine svm
- gene expression data
- support vector
- support vector machine
- data sets
- dna microarray
- cancer diagnosis
- microarray data analysis
- microarray classification
- biological data
- relevant genes
- biologically relevant
- active learning
- high dimensional
- dna microarray data
- differentially expressed genes
- cluster analysis
- high throughput
- gene expression profiles
- microarray datasets
- gene expression patterns
- gene networks
- feature ranking
- microarray technology
- informative genes
- small number of samples
- gene sets
- gene ontology
- ovarian cancer
- differentially expressed
- biologically meaningful
- fuzzy rules
- biological networks