Ultrahigh Dimensional Feature Selection: Beyond The Linear Model.
Jianqing FanRichard SamworthYichao WuPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- linear model
- feature selection
- least squares
- regression model
- linear models
- text categorization
- linear svm
- nonlinear models
- additive model
- linear transformation
- multi dimensional
- mutual information
- linear transformations
- feature set
- support vector machine
- model selection
- dimensionality reduction
- support vector
- regression trees
- feature selection algorithms
- feature extraction
- feature space
- feature subset
- semi parametric
- text classification
- control law
- density estimation
- machine learning
- data mining