An Evolutionary Gene Selection Method for Microarray Data Based on SVM Error Bound Theories.
Rameswar DebnathTakio KuritaPublished in: BIOCOMP (2009)
Keyphrases
- gene selection
- microarray data
- microarray
- support vector machine svm
- dna microarray data
- gene expression
- feature selection
- error bounds
- gene expression data
- cancer classification
- theoretical analysis
- data sets
- microarray analysis
- high dimensional
- gene sets
- support vector
- differentially expressed genes
- microarray classification
- model selection
- support vector machine
- k means
- data mining
- clustering method
- upper bound
- cancer diagnosis
- dna microarray
- gene expression patterns
- ovarian cancer
- training data
- machine learning