Active Learning via Perfect Selective Classification.
Ran El-YanivYair WienerPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- active learning
- selective sampling
- classification accuracy
- machine learning
- classification systems
- classification scheme
- classification algorithm
- pattern recognition
- training set
- automatic classification
- image classification
- decision rules
- batch mode active learning
- class imbalance
- cost sensitive
- pattern classification
- neural network
- support vector machine svm
- feature set
- supervised learning
- support vector machine
- preprocessing
- classification method
- machine learning methods
- learning strategies
- incremental learning
- feature extraction
- random selection
- decision trees
- pool based active learning