A Note on Support Vector Machine Degeneracy.
Ryan M. RifkinMassimiliano PontilAlessandro VerriPublished in: ALT (1999)
Keyphrases
- support vector machine
- svm classifier
- support vector
- support vector machine svm
- multi class
- machine learning
- k nearest neighbor
- feature selection
- kernel methods
- training data
- training set
- multi class support vector machines
- feature vectors
- statistical learning theory
- classification method
- feature space
- generalization ability
- classification algorithm
- neural network
- kernel function
- artificial intelligence
- database systems
- support vector regression
- maximum margin
- svm classification
- feature extraction
- reduced set
- soft margin
- high classification accuracy
- knn
- onset detection