Feature Selection for Ridge Regression with Provable Guarantees.
Saurabh PaulPetros DrineasPublished in: Neural Comput. (2016)
Keyphrases
- ridge regression
- feature selection
- support vector machine
- linear regression
- regression methods
- ordinary least squares
- pseudo inverse
- text categorization
- feature set
- support vector
- mutual information
- machine learning
- feature space
- high dimensionality
- model selection
- improved algorithm
- classification accuracy
- text classification
- k nearest neighbor
- svm classifier
- knn
- ls svm
- kernel regression
- neural network
- dimensionality reduction
- feature extraction
- rbf neural network
- information gain
- least squares