Gene Selection and Classification Rule Generation for Microarray Dataset.
Soumen Kumar PatiAsit Kumar DasPublished in: ACITY (3) (2012)
Keyphrases
- gene selection
- microarray datasets
- rule generation
- microarray data
- cancer classification
- relevant genes
- microarray
- informative genes
- gene expression data
- gene expression
- dna microarray
- feature selection
- cancer diagnosis
- microarray analysis
- gene expression profiles
- support vector machine svm
- microarray data analysis
- feature ranking
- rule base
- rough set theory
- association rules
- data sets
- rule sets
- high dimensionality
- machine learning methods
- feature extraction
- classification accuracy
- machine learning
- high dimensional data
- text classification
- feature vectors
- training set
- pattern recognition
- support vector