A Deceiving Charm of Feature Selection: The Microarray Case Study.
Miron B. KursaWitold R. RudnickiPublished in: ICMMI (2011)
Keyphrases
- microarray
- case study
- feature selection
- microarray data
- gene expression data
- high dimensionality
- gene expression
- gene selection
- gene expression data sets
- microarray datasets
- high throughput
- cancer classification
- dna microarray
- microarray data analysis
- experimental conditions
- gene expression profiling
- gene expression profiles
- gene ontology
- text categorization
- gene networks
- real world
- molecular biology
- gene expression analysis
- microarray analysis
- differentially expressed genes
- gene expression microarray data
- yeast cell cycle
- feature set
- feature extraction
- mutual information
- selected features
- cancer diagnosis
- gene expression data analysis
- feature space
- regulatory networks
- biological processes
- biological data
- feature selection algorithms
- feature subset
- support vector
- classification accuracy
- dimensionality reduction
- high dimensional data