An ensemble of SVM classifiers based on gene pairs.
Muchenxuan TongKunHong LiuChungui XuWenbin JuPublished in: Comput. Biol. Medicine (2013)
Keyphrases
- svm classifier
- final classification
- training set
- support vector machine
- support vector machine svm
- support vector
- image classification
- radial basis function kernel
- feature vectors
- gene expression
- support vectors
- svm classification
- gene selection
- ensemble learning
- ensemble methods
- neural network
- kernel function
- pairwise
- nearest neighbor
- semi supervised
- gene ontology
- multi class
- decision function
- ensemble classifier
- microarray
- training data
- hyperplane
- protein interaction
- feature space
- ls svm
- generalization ability
- fold cross validation
- gene expression data
- learning environment
- data mining