Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal.
Liefeng BoLing WangLicheng JiaoPublished in: PAKDD (2007)
Keyphrases
- reduced set
- support vector regression
- support vector
- support vector machine
- kernel function
- support vectors
- hybrid model
- svm classifier
- support vector classification
- training examples
- response surface methodology
- classification accuracy
- cross validation
- feature selection
- support vector machine svm
- radial basis function
- hyperplane
- generalization ability
- nonlinear regression
- model selection
- training set
- hyperparameters
- kernel methods
- singular spectrum analysis
- sparse data
- classification process
- data sets
- machine learning
- data mining