Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes.
Thanyaluk Jirapech-UmpaiJ. Stuart AitkenPublished in: BMC Bioinform. (2005)
Keyphrases
- microarray data analysis
- feature selection and classification
- evolutionary methods
- microarray data
- microarray
- feature selection
- high dimensionality
- gene expression
- differentially expressed genes
- evolutionary algorithm
- gene selection
- gene expression data
- hybrid method
- evolutionary computation
- gene clusters
- genetic algorithm
- differential evolution
- gene ontology
- optimization methods
- high dimensional
- high throughput
- gene sets
- feature extraction
- machine learning
- classification method
- machine learning algorithms
- text classification
- knn
- selected features
- support vector
- decision trees