Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach.
Asit Kumar DasSoumen Kumar PatiPublished in: SEMCCO (2012)
Keyphrases
- subset selection
- cancer classification
- feature selection
- gene selection
- microarray
- gene expression data
- cancer diagnosis
- microarray data
- random forest
- gene expression profiles
- microarray gene expression data
- gene expression profiling
- gene expression
- gene expression datasets
- colon cancer
- hill climbing
- informative genes
- cancer datasets
- feature extraction
- microarray datasets
- dna microarray
- microarray analysis
- high throughput
- support vector
- gene expression analysis
- feature space
- gene sets
- high dimensionality
- gene ontology
- dimensionality reduction
- feature set
- decision trees
- search algorithm
- search space
- text categorization
- support vector machine svm