Faster SVM Training via Conjugate SMO.
Alberto Torres-BarránCarlos M. AlaízJosé R. DorronsoroPublished in: CoRR (2020)
Keyphrases
- svm training
- generalization ability
- support vectors
- support vector machine
- kernel methods
- svm classification
- support vector
- decomposition method
- standard svm
- stochastic gradient descent
- data sets
- svm classifier
- support vector machine svm
- imbalanced data
- training procedure
- kernel function
- training algorithm
- training samples
- least squares
- decision trees