Network-based support vector machine for classification of microarray samples.
Yanni ZhuXiaotong ShenWei PanPublished in: BMC Bioinform. (2009)
Keyphrases
- microarray
- support vector machine
- microarray datasets
- dna microarray
- gene expression datasets
- acute leukemia
- tissue samples
- gene expression
- gene selection
- gene expression data
- cancer classification
- high dimensionality
- gene expression profiles
- microarray data analysis
- microarray data
- high throughput
- cancer datasets
- feature selection
- training set
- svm classifier
- gene expression microarray data
- colon cancer
- gene expression analysis
- support vector machine svm
- clustering analysis
- support vector
- microarray analysis
- molecular biology
- dna microarray data
- machine learning
- gene expression profiling
- ovarian cancer
- feature vectors
- training samples
- small sample size
- experimental conditions
- microarray expression data
- cancer diagnosis
- classification accuracy
- gene networks
- feature ranking
- gene ontology
- fold cross validation
- feature space
- gene expression data sets
- data sets
- model selection
- cluster analysis
- microarray images
- regulatory networks
- feature set
- knn
- microarray technology