Optimized cutting plane algorithm for support vector machines.
Vojtech FrancSören SonnenburgPublished in: ICML (2008)
Keyphrases
- cutting plane algorithm
- maximum margin
- support vector
- linear svm
- cutting plane
- hyperplane
- integer programming
- logistic regression
- column generation
- support vector machine
- kernel function
- svm classifier
- learning algorithm
- valid inequalities
- cross validation
- loss function
- machine learning
- binary classification
- routing problem
- support vectors
- linear programming
- classification accuracy
- kernel methods
- multi task
- support vector machine svm
- ls svm
- bayesian networks
- training data
- decomposition methods