A sequential feature extraction approach for naïve bayes classification of microarray data.
Liwei FanKim-Leng PohPeng ZhouPublished in: Expert Syst. Appl. (2009)
Keyphrases
- microarray data
- bayes classification
- feature extraction
- feature selection
- microarray
- gene selection
- gene expression
- data sets
- gene expression data
- microarray data analysis
- high dimensional
- text categorization
- differentially expressed genes
- feature set
- bayes classifiers
- cluster analysis
- anytime classification
- cancer classification
- feature vectors
- small number of samples
- support vector machine svm
- dimensionality reduction
- gene sets
- data mining
- microarray datasets
- feature space
- face recognition
- data streams
- high throughput