Gene selection algorithms for microarray data based on least squares support vector machine.
E. Ke TangPonnuthurai N. SuganthanXin YaoPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- gene selection
- microarray
- cancer classification
- gene expression data
- microarray classification
- gene expression
- microarray data analysis
- dna microarray data
- biologically relevant
- data sets
- gene expression profiles
- small number of samples
- microarray datasets
- informative genes
- feature selection
- ovarian cancer
- differentially expressed genes
- dna microarray
- high throughput
- relevant genes
- microarray analysis
- cluster analysis
- cancer diagnosis
- neural network
- gene sets
- high dimensional
- feature ranking
- high dimensionality
- machine learning algorithms
- clustering method
- data mining techniques
- learning algorithm