Nearest Shrunken Centroid as Feature Selection of Microarray Data.
Myungsook KlassenNyunsu KimPublished in: CATA (2009)
Keyphrases
- microarray data
- feature selection
- microarray classification
- gene selection
- microarray
- gene expression data
- data sets
- gene expression
- differentially expressed genes
- microarray data analysis
- meta analysis
- nearest neighbor
- biological data
- microarray datasets
- gene networks
- high dimensional
- dimensionality reduction
- biologically relevant
- mutual information
- dna microarray data
- gene expression profiles
- informative genes
- machine learning
- classification accuracy
- informative features
- microarray gene expression data
- small number of samples
- text categorization
- cancer classification
- cluster analysis
- text classification
- feature space
- gene clusters
- feature selection algorithms
- high dimensionality
- biologically meaningful
- gene expression patterns
- dna microarray
- data points
- knn
- data mining
- feature set
- k nearest neighbor