Simultaneous Sample and Gene Selection Using T-score and Approximate Support Vectors.
Piyushkumar A. MundraJagath C. RajapakseD. A. K. MadurangaPublished in: PRIB (2013)
Keyphrases
- gene selection
- support vectors
- support vector machine
- support vector
- microarray data
- microarray
- svm classifier
- cancer classification
- support vector machine svm
- kernel function
- gene expression data
- training samples
- feature selection
- training dataset
- hyperplane
- training examples
- training data
- gene expression
- input space
- ls svm
- wilcoxon rank sum
- svm classification
- high dimensional
- sample size
- k means
- machine learning
- data sets
- high dimensionality
- generalization ability
- training process
- classification accuracy
- active learning