Towards an Incremental SVM for Regression.
Menita CarozzaSalvatore RamponePublished in: IJCNN (6) (2000)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- support vector machines for classification
- support vector regression
- regression problems
- classification and regression problems
- ridge regression
- incremental learning
- kernel function
- structural risk minimization
- regression model
- knn
- regression method
- svm classifier
- feature selection
- kernel ridge regression
- relevance vector machine
- multi class svm
- standard svm
- radial basis function
- generalization ability
- logistic regression
- linear regression
- sparse kernel
- svm classification
- learning machines
- support vectors
- machine learning
- feature vectors
- polynomial kernels
- nonlinear regression
- regression analysis
- simple linear
- binary classification
- regression methods
- regression algorithm
- pattern recognition
- loss function
- k nearest neighbor
- hyperplane
- classification algorithm
- model selection
- multi class
- feature space
- multi class classification