Feature Selection for Ridge Regression with Provable Guarantees.
Saurabh PaulPetros DrineasPublished in: CoRR (2015)
Keyphrases
- ridge regression
- feature selection
- support vector machine
- linear regression
- ordinary least squares
- regression methods
- pseudo inverse
- mutual information
- text classification
- machine learning
- text categorization
- ls svm
- feature extraction
- classification accuracy
- support vector
- neural network
- high dimensionality
- information gain
- regression method
- dimensionality reduction
- least squares
- knn
- model selection
- support vector machine svm
- learning algorithm