Budget Online Learning Algorithm for Least Squares SVM.
Ling JianShuqian ShenJundong LiXijun LiangLei LiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2017)
Keyphrases
- least squares
- learning algorithm
- support vector machine svm
- training data
- generalization ability
- classification algorithm
- machine learning
- support vector machine
- ls svm
- support vector
- online learning
- online algorithms
- knn
- rbf network
- maximum margin
- multi class
- machine learning algorithms
- batch mode
- active learning
- feature vectors
- feature space
- supervised learning
- parameter estimation
- training set
- training algorithm
- reinforcement learning
- robust estimation
- neural network
- training samples
- feature selection
- svm classification
- e learning
- multi class classification
- learning machines
- multi task learning
- learning scheme
- svm classifier