MSVM-RFE: extensions of SVM-RFE for multiclass gene selection on DNA microarray data.
Xin ZhouDavid P. TuckPublished in: Bioinform. (2007)
Keyphrases
- multi class
- recursive feature elimination
- gene selection
- dna microarray data
- cancer diagnosis
- microarray data
- support vector machine
- feature selection
- microarray
- dna microarray
- cancer classification
- gene expression data
- relevant genes
- gene expression
- pairwise
- support vector machine svm
- microarray datasets
- high dimensional
- data sets
- feature ranking
- gene expression profiles
- feature space
- cost sensitive
- base classifiers
- high dimensional data
- dimensionality reduction
- training set
- machine learning
- neural network