S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification.
Gautam DasarathyRobert D. NowakXiaojin ZhuPublished in: COLT (2015)
Keyphrases
- learning algorithm
- machine learning algorithms
- pattern recognition
- classification algorithm
- machine learning
- supervised learning
- support vector machine
- data driven
- training samples
- decision trees
- classification accuracy
- generalization ability
- semi supervised
- feature extraction
- classification method
- training set
- learning rate
- classification models
- nearest neighbour algorithm
- feature space
- feature selection
- svm classifier
- class labels
- text classification
- image classification
- multi class
- preprocessing
- active learning