Fast bootstrap for least-square support vector machines.
Amaury LendasseGeoffroy SimonVincent WertzMichel VerleysenPublished in: ESANN (2004)
Keyphrases
- least squares
- support vector
- learning machines
- large margin classifiers
- cross validation
- ls svm
- support vector machine
- logistic regression
- hyperplane
- kernel methods
- kernel function
- svm classifier
- multi class classification
- binary classification
- training examples
- generalization ability
- error minimization
- real time
- loss function
- multi class
- three dimensional
- neural network
- model selection
- image classification
- hyperparameters
- classification accuracy
- feature space
- support vectors
- learning algorithm
- generalization bounds
- soft margin
- machine learning