Performance of Gene Selection and Classification Methods in a Microarray Setting: A Simulation Study.
Suzy Van SandenDan LinTomasz BurzykowskiPublished in: Commun. Stat. Simul. Comput. (2008)
Keyphrases
- microarray
- gene selection
- microarray data analysis
- microarray datasets
- simulation study
- microarray data
- dna microarray
- ovarian cancer
- cancer classification
- gene expression data
- cancer diagnosis
- gene expression
- gene expression profiles
- gene expression data sets
- dna microarray data
- gene networks
- gene expression datasets
- microarray analysis
- high dimensionality
- high throughput
- machine learning methods
- colon cancer
- feature ranking
- experimental conditions
- feature selection
- tissue samples
- molecular biology
- informative genes
- clustering analysis
- gene expression analysis
- support vector machine svm
- gene expression data analysis
- selected genes
- relevant genes
- decision trees
- gene expression microarray data
- gene sets
- monte carlo
- machine learning algorithms
- microarray technology
- early detection
- feature vectors
- differentially expressed genes
- pattern recognition
- machine learning
- data sets