On efficient learning and classification kernel methods.
Sun-Yuan KungPei Yuan WuPublished in: ICASSP (2012)
Keyphrases
- kernel methods
- efficient learning
- support vector
- support vector machine
- feature space
- machine learning
- kernel function
- learning problems
- high dimensional feature space
- classification accuracy
- kernel matrix
- multiple kernel learning
- svm classifier
- tree kernels
- text classification
- feature vectors
- multiple kernel
- decision trees
- support vector machine svm
- supervised learning
- generalization ability
- reproducing kernel hilbert space
- kernel learning
- kernel principal component analysis
- class labels
- pattern languages
- feature set
- kernel pca
- principal component analysis
- kernel trick
- training set
- kernel matrices