A hybrid filter/wrapper approach of feature selection for gene expression data.
Chao-Hsuan KeCheng-Hong YangLi-Yeh ChuangCheng-San YangPublished in: SMC (2008)
Keyphrases
- gene expression data
- feature selection
- wrapper method
- gene selection
- microarray data
- high dimensionality
- gene expression data sets
- microarray
- gene regulatory networks
- text categorization
- cancer classification
- gene expression
- gene expression analysis
- mutual information
- feature ranking
- microarray datasets
- classification accuracy
- analysis of gene expression data
- feature selection algorithms
- clustering gene expression data
- gene expression profiles
- tumor classification
- gene expression profiling
- support vector
- feature set
- dimensionality reduction
- knn
- regulatory networks
- gene expression data analysis
- feature subset
- gene expression datasets
- gene expression patterns
- support vector machine
- database
- feature extraction
- microarray gene expression data
- feature subset selection
- nearest neighbor
- unsupervised learning
- high dimensional
- feature space
- high dimensional data
- high throughput
- noise reduction