SoftDoubleMaxMinOver: Perceptron-Like Training of Support Vector Machines.
Thomas MartinetzKai LabuschDaniel SchneegaßPublished in: IEEE Trans. Neural Networks (2009)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- training examples
- learning algorithm
- neural network
- kernel function
- support vector machine
- loss function
- classification accuracy
- reduced set
- logistic regression
- training algorithm
- generalization ability
- radial basis function
- soft margin
- maximum margin
- feature selection
- svm classifier
- training set
- ensemble learning
- pairwise
- support vector regression
- cross validation
- support vectors
- training phase
- model selection
- supervised learning
- active learning