Online Active Learning for Cost Sensitive Domain Adaptation.
Min XiaoYuhong GuoPublished in: CoNLL (2013)
Keyphrases
- cost sensitive
- active learning
- domain adaptation
- labeled data
- semi supervised
- transfer learning
- uncertainty sampling
- unlabeled data
- semi supervised learning
- cost sensitive learning
- misclassification costs
- target domain
- cross domain
- cost sensitive classification
- multi class
- class imbalance
- random sampling
- class distribution
- multiple sources
- learning process
- training set
- class labels
- supervised learning
- learning algorithm
- training examples
- co training
- machine learning
- knowledge transfer
- sentiment classification
- document classification
- information retrieval
- data sets