Geometrical modification of wavelet SVM kernels and its application in microarray analysis.
Hong CaiYufeng WangPublished in: GENSiPS (2011)
Keyphrases
- wavelet kernel
- microarray analysis
- support vector machine svm
- gene selection
- support vector
- kernel function
- gaussian kernel
- microarray
- generalization ability
- support vector machine
- feature ranking
- kernel methods
- multiple kernel learning
- svm classifier
- microarray data
- radial basis function
- feature selection
- gene expression
- knn
- feature space
- linear discriminant analysis
- discriminant analysis
- feature extraction
- cancer classification
- machine learning
- k nearest neighbor
- data sets
- training data
- gene expression profiles
- gene expression data
- high throughput
- microarray datasets
- training set
- high dimensional
- text categorization