Training SVMs Without Offset.
Ingo SteinwartDon R. HushClint ScovelPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- training set
- support vector
- early stopping
- linear svm
- training support vector machines
- training algorithm
- reduced set
- svm training
- training examples
- multi class
- feature selection
- data sets
- training speed
- training data
- learning machines
- training samples
- support vector machine svm
- kernel function
- knn
- training process
- sparse kernel
- radial basis function
- stochastic gradient descent
- decision boundary
- training phase
- test set
- feature space
- machine learning