Very Large SVM Training using Core Vector Machines.
Ivor W. TsangJames Tin-Yau KwokPak-Ming CheungPublished in: AISTATS (2005)
Keyphrases
- svm training
- generalization ability
- support vector machine
- kernel methods
- support vectors
- svm classification
- stochastic gradient descent
- training procedure
- decomposition method
- imbalanced data
- similarity measure
- support vector
- training algorithm
- data sets
- dimensionality reduction
- ensemble methods
- cross validation
- kernel function
- support vector machine svm
- multi class
- artificial neural networks
- neural network