Accelerated Linear SVM Training with Adaptive Variable Selection Frequencies
Tobias GlasmachersÜrün DoganPublished in: CoRR (2013)
Keyphrases
- variable selection
- linear svm
- linear models
- logistic regression
- feature selection
- linear support vector machines
- cross validation
- support vector
- text categorization
- input variables
- linear model
- model selection
- high dimensional
- dimension reduction
- group lasso
- hyperplane
- high dimensional data
- training algorithm
- feature space
- k nearest neighbor
- text mining
- fuzzy logic
- support vector machine
- training set
- pattern recognition
- neural network