A comparative study of improvements Pre-filter methods bring on feature selection using microarray data.
Yingying WangXiaomao FanYunpeng CaiPublished in: Health Inf. Sci. Syst. (2014)
Keyphrases
- microarray data
- feature selection
- informative features
- gene networks
- text categorization
- microarray
- microarray data analysis
- data sets
- gene selection
- microarray classification
- microarray datasets
- gene expression
- gene expression data
- machine learning methods
- cluster analysis
- small number of samples
- meta analysis
- biologically meaningful
- dna microarray
- feature extraction
- differentially expressed genes
- gene expression data sets
- gene clusters
- feature space
- high dimensional
- feature vectors
- gene sets
- gene expression profiles
- principal component analysis
- feature selection algorithms
- multi task