Time Series Prediction Based on Generalization Bounds for Support Vector Machine.
Liming YangLaisheng WangYitian XuQun SunPublished in: ISNN (2) (2009)
Keyphrases
- generalization bounds
- support vector machine
- generalization ability
- statistical learning theory
- ls svm
- support vector machine svm
- data dependent
- learning machines
- svm classifier
- learning theory
- soft margin
- multi class
- empirical risk minimization
- support vector
- model selection
- linear classifiers
- machine learning
- ensemble learning
- feature selection
- artificial neural networks
- neural network model
- learning problems
- ranking algorithm
- radial basis function
- kernel methods
- kernel machines
- k nearest neighbor
- training data
- kernel function
- feature vectors
- feature space
- hyperplane
- vc dimension
- knn
- feature extraction
- training set
- support vector regression
- pattern recognition
- statistical learning
- training algorithm
- machine learning algorithms
- semi supervised learning
- ensemble methods
- fault diagnosis
- theoretical framework