Clustering in Conjunction with Wrapper Approach to Select Discriminatory Genes for Microarray Dataset Classification.
Rajni BalaRamesh K. AgrawalPublished in: Comput. Informatics (2012)
Keyphrases
- microarray datasets
- feature selection
- gene expression
- feature ranking
- microarray data
- microarray gene
- microarray
- high dimensionality
- microarray data analysis
- gene expression profiles
- gene selection
- gene expression data
- microarray gene expression data
- informative genes
- relevant genes
- dna microarray
- unsupervised learning
- feature set
- gene expression analysis
- feature extraction
- clustering analysis
- cancer classification
- clustering method
- cluster analysis
- high throughput
- pattern recognition
- classification accuracy
- data sets
- clustering algorithm
- microarray analysis
- decision trees
- gene sets
- high dimensional
- biclustering algorithms
- machine learning
- support vector
- gene ontology
- selected features
- classification models
- feature vectors
- dimensionality reduction
- text categorization