Sparse support vector regressors based on forward basis selection.
Shigenori MuraokaShigeo AbePublished in: IJCNN (2009)
Keyphrases
- support vector
- reduced set
- generalization ability
- high dimensional
- logistic regression
- classification accuracy
- svm classifier
- sparse data
- loss function
- cross validation
- binary classification
- compressive sensing
- working set
- multi class classification
- selection strategy
- selection algorithm
- principal component analysis