Improving support vector machine classifiers by modifying kernel functions.
Shun-ichi AmariSi WuPublished in: Neural Networks (1999)
Keyphrases
- kernel function
- support vector machine classifiers
- support vector machine
- support vector
- kernel methods
- feature space
- svm classifier
- support vector machine svm
- input space
- machine learning
- multi class
- support vectors
- high dimensional
- training data
- reproducing kernel hilbert space
- kernel learning
- high dimensional feature space
- feature selection
- linear combination
- feature vectors
- maximum margin
- knn
- classification accuracy
- image processing
- kernel matrix
- bayes classifier