A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data.
Zena M. HiraDuncan Fyfe GilliesPublished in: Adv. Bioinformatics (2015)
Keyphrases
- microarray data
- feature selection
- microarray
- microarray classification
- gene selection
- microarray datasets
- gene expression data
- gene expression
- high dimensional
- microarray data analysis
- meta analysis
- data sets
- cancer classification
- dna microarray data
- cluster analysis
- gene expression microarray data
- biologically meaningful
- informative features
- microarray gene expression data
- classification accuracy
- text classification
- gene expression patterns
- biologically relevant
- database
- feature set
- gene sets
- dimensionality reduction
- knn
- input data
- gene clusters
- informative genes
- unsupervised learning
- text categorization