An Ensemble Approach for Gene Selection in Gene Expression Data.
José A. Castellanos-GarzónJuan RamosDaniel López SánchezJuan Francisco de PazPublished in: PACBB (2017)
Keyphrases
- training data
- gene selection
- gene expression data
- data sets
- microarray
- microarray data
- gene expression
- cancer classification
- dna microarray
- gene expression data analysis
- gene expression profiles
- high dimensionality
- gene expression analysis
- tumor classification
- informative genes
- cancer diagnosis
- microarray gene expression data
- dna microarray data
- training set
- gene regulatory networks
- feature selection
- gene expression datasets
- high throughput
- microarray datasets
- biologically relevant
- support vector machine
- relevant genes
- high dimensional
- gene networks
- microarray data analysis
- regulatory networks
- feature ranking
- high dimensional data
- colon cancer
- selected genes
- gene expression data sets
- neural network
- small number of samples
- gene ontology
- dimensionality reduction