A Method for Feature Selection on Microarray Data Using Support Vector Machine.
Xiao Bing HuangJian TangPublished in: DaWaK (2006)
Keyphrases
- method for feature selection
- microarray data
- feature selection
- support vector machine
- gene selection
- svm classifier
- multi class
- gene expression data
- meta analysis
- support vector
- machine learning
- feature space
- support vector machine svm
- k nearest neighbor
- microarray classification
- biologically relevant
- dimensionality reduction
- biological data
- microarray data analysis
- gene networks
- kernel function
- differentially expressed genes
- high dimensionality
- small number of samples
- microarray gene expression data
- gene clusters
- microarray datasets
- feature set
- cancer classification
- feature extraction
- gene sets
- gene expression profiles
- classification accuracy
- dna microarray
- biologically meaningful
- dna microarray data
- microarray
- feature ranking
- gene regulatory networks
- gene expression patterns
- neural network
- knn
- semi supervised
- data sets
- database