Feature Selection for Linear SVM with Provable Guarantees.
Saurabh PaulMalik Magdon-IsmailPetros DrineasPublished in: AISTATS (2015)
Keyphrases
- linear svm
- feature selection
- text categorization
- support vector
- logistic regression
- linear support vector machines
- hyperplane
- text classification
- support vector machine
- approximation guarantees
- classification accuracy
- information gain
- machine learning
- unsupervised learning
- knn
- naive bayes
- dimensionality reduction
- feature space
- multi class
- linear programming
- image classification
- np hard
- linear model
- support vectors
- quadratic programming
- training data