Gene selection in class space for molecular classification of cancer.
Junying ZhangYue Joseph WangJaved I. KhanRobert ClarkePublished in: Sci. China Ser. F Inf. Sci. (2004)
Keyphrases
- gene selection
- cancer classification
- cancer diagnosis
- gene expression profiles
- relevant genes
- ovarian cancer
- microarray data
- dna microarray
- colon cancer
- tumor classification
- support vector machine svm
- microarray
- dna microarray data
- feature selection
- microarray datasets
- survival prediction
- gene expression data
- microarray data analysis
- cancer detection
- informative genes
- support vector machine
- gene expression datasets
- gene expression
- feature ranking
- class labels
- classification accuracy
- gene expression data analysis
- microarray classification
- machine learning methods
- microarray analysis
- early detection
- text classification
- feature vectors
- wilcoxon rank sum
- decision trees
- gene sets
- gene ontology
- molecular biology
- high throughput
- k nearest neighbor
- supervised learning
- high dimensional
- support vector
- feature extraction
- wrapper method
- machine learning