Two hybrid wrapper-filter feature selection algorithms applied to high-dimensional microarray experiments.
Javier ApolloniGuillermo LeguizamónEnrique AlbaPublished in: Appl. Soft Comput. (2016)
Keyphrases
- microarray
- microarray data
- feature selection
- gene expression data
- high dimensional
- gene expression
- high dimensionality
- feature selection algorithms
- high throughput
- gene selection
- experimental conditions
- gene ontology
- gene expression profiling
- gene expression analysis
- microarray images
- feature space
- feature ranking
- gene expression profiles
- dimensionality reduction
- microarray datasets
- data sets
- high dimensional data
- feature set
- pattern recognition
- learning algorithm
- machine learning
- small sample size