Gene selection using genetic algorithm and support vectors machines.
Shutao LiXixian WuXiaoyan HuPublished in: Soft Comput. (2008)
Keyphrases
- gene selection
- support vectors
- genetic algorithm
- support vector machine
- support vector
- microarray data
- microarray
- svm classifier
- support vector machine svm
- cancer classification
- kernel function
- training samples
- hyperplane
- input space
- feature selection
- training data
- gene expression
- gene expression data
- training dataset
- training examples
- training process
- wilcoxon rank sum
- svm classification
- neural network
- feature space
- ls svm
- machine learning
- machine learning methods
- artificial neural networks
- radial basis function
- k nearest neighbor
- small number
- knn
- generalization ability
- feature vectors
- data sets