An Intentional Kernel Function for RNA Classification.
Hiroshi SankohKoichiro DoiAkihiro YamamotoPublished in: Discovery Science (2007)
Keyphrases
- kernel function
- support vector
- feature space
- support vector machine
- svm classification
- kernel learning
- svm classifier
- high dimensional feature space
- kernel methods
- classification accuracy
- kernel parameters
- string kernels
- polynomial kernels
- feature vectors
- high dimensional
- feature set
- input space
- support vector regression
- kernel machines
- kernel matrix
- supervised learning
- training set
- feature selection
- dot product
- kernel principal component analysis
- machine learning
- generalization ability
- radial basis function
- support vector machine svm
- image classification
- cross validation
- class labels
- positive definite
- model selection
- gaussian kernels
- similarity measure
- feature extraction
- neural network
- support vector data description