A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data.
Pengyi YangBing Bing ZhouZili ZhangAlbert Y. ZomayaPublished in: BMC Bioinform. (2010)
Keyphrases
- microarray data
- gene selection
- cancer classification
- feature selection
- relevant genes
- dna microarray data
- microarray data analysis
- microarray
- feature ranking
- microarray datasets
- informative genes
- gene expression profiles
- dna microarray
- gene expression data
- cancer diagnosis
- colon cancer
- ovarian cancer
- gene expression
- microarray classification
- small number of samples
- support vector machine svm
- microarray analysis
- gene expression datasets
- random forest
- data sets
- cluster analysis
- biologically relevant
- selected genes
- gene sets
- training set
- high dimensional
- gene expression analysis
- differentially expressed genes
- gene expression data sets
- support vector machine
- feature set
- text classification
- support vector
- machine learning methods
- biological data
- gene networks
- machine learning
- high throughput
- microarray technology
- learning algorithm