Microarray Data Classifier Consisting of k-Top-Scoring Rank-Comparison Decision Rules With a Variable Number of Genes.
Youngmi YoonSangjay BienSanghyun ParkPublished in: IEEE Trans. Syst. Man Cybern. Part C (2010)
Keyphrases
- microarray data
- decision rules
- gene expression
- microarray
- gene expression data
- decision trees
- gene selection
- data sets
- feature selection
- microarray data analysis
- microarray gene expression data
- dna microarray data
- selected genes
- training data
- differentially expressed genes
- cancer classification
- biologically meaningful
- gene networks
- gene expression patterns
- cluster analysis
- biologically relevant
- gene clusters
- gene expression analysis
- gene ontology
- high dimensional
- microarray datasets
- pattern recognition
- biological data
- small number of samples
- informative genes
- rough sets
- microarray analysis
- biologically significant
- gene expression data sets
- training set
- support vector
- machine learning