S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification.
Gautam DasarathyRobert D. NowakXiaojin ZhuPublished in: CoRR (2015)
Keyphrases
- learning algorithm
- machine learning
- generalization ability
- classification algorithm
- pattern recognition
- pattern recognition tasks
- text classification
- data driven
- supervised learning
- decision trees
- support vector
- feature vectors
- classification accuracy
- support vector machine
- pattern classification
- training data
- machine learning methods
- classification process
- density estimation
- feature extraction
- preprocessing
- classification scheme
- benchmark datasets
- support vector machine svm
- training samples
- reinforcement learning
- class labels
- graph model
- automatic classification
- restricted boltzmann machine
- data mining
- incremental learning
- learning tasks
- classification method
- back propagation
- machine learning algorithms
- learning process
- training set