Integer Programming for Multi-class Active Learning.
Dragomir YankovSuju RajanAdwait RatnaparkhiPublished in: ICDM Workshops (2010)
Keyphrases
- integer programming
- multi class
- active learning
- np hard
- linear programming
- constraint programming
- multi class classification
- support vector machine
- object detection
- learning algorithm
- column generation
- supervised learning
- semi supervised
- unlabeled data
- machine learning
- training examples
- binary classifiers
- multiple classes
- pairwise
- labeled data
- learning process
- cost sensitive
- training set
- base classifiers
- multi task
- binary classification
- multi class svm
- semi supervised learning
- error correcting output codes
- data mining
- feature selection
- class imbalance
- generalization error
- transfer learning
- decision trees
- cost sensitive learning
- multi class problems
- knn