Active learning for classification: An optimistic approach.
Timothé ColletOlivier PietquinPublished in: ADPRL (2014)
Keyphrases
- active learning
- support vector
- selective sampling
- classification systems
- classification accuracy
- pattern classification
- machine learning
- training set
- pattern recognition
- support vector machine svm
- learning strategies
- feature vectors
- batch mode active learning
- class imbalance
- decision trees
- classification scheme
- automatic classification
- rare class
- classification process
- machine learning algorithms
- imbalanced data classification
- classification method
- benchmark datasets
- text classification
- image classification
- supervised learning
- feature space
- feature selection
- classification algorithm
- svm classifier
- semi supervised