EGAL: Exploration Guided Active Learning for TCBR.
Rong HuSarah Jane DelanyBrian Mac NameePublished in: ICCBR (2010)
Keyphrases
- feature selection
- active learning
- imbalanced data classification
- selective sampling
- exploration exploitation
- active exploration
- machine learning
- experimental design
- textual case based reasoning
- training examples
- learning strategies
- semi supervised
- unlabeled data
- supervised learning
- learning algorithm
- training set
- annotation effort
- sample selection
- random sampling
- semi supervised learning
- relevance feedback
- batch mode
- reinforcement learning
- transfer learning
- information retrieval
- learning process
- real time