iKernel: Exact indexing for support vector machines.
Youngdae KimIlhwan KoWook-Shin HanHwanjo YuPublished in: Inf. Sci. (2014)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- kernel function
- generalization ability
- multi class
- support vector machine
- classification accuracy
- learning algorithm
- loss function
- logistic regression
- database
- information retrieval
- cross validation
- maximum margin
- machine learning
- support vector regression
- indexing scheme
- indexing method
- text retrieval
- radial basis function
- indexing methods
- index terms
- exact and approximate
- kernel methods
- video indexing
- brute force
- content based retrieval
- indexing techniques
- image database
- training set
- digital libraries
- database systems
- databases