Faster SVM training via conjugate SMO.
Alberto Torres-BarránCarlos M. AlaízJosé R. DorronsoroPublished in: Pattern Recognit. (2021)
Keyphrases
- svm training
- generalization ability
- support vectors
- support vector machine
- svm classification
- kernel methods
- decomposition method
- standard svm
- training procedure
- imbalanced data
- support vector
- svm classifier
- bp neural network
- training algorithm
- kernel function
- support vector machine svm
- image classification
- data sets
- k nearest neighbor
- stochastic gradient descent
- least squares
- learning algorithm