Keyphrases
- active learning
- random sampling
- sampling strategies
- active sampling
- selective sampling
- sample selection
- stratified sampling
- sampling algorithm
- generalization error
- label noise
- supervised learning
- imbalanced class distribution
- training examples
- exploration exploitation
- machine learning
- sampling strategy
- learning process
- multi agent
- monte carlo
- active learning strategies
- batch mode
- pool based active learning
- experimental design
- transfer learning
- sample size
- unlabeled data
- semi supervised learning
- labeled data
- relevance feedback
- semi supervised
- case study
- learning algorithm
- training data
- annotation effort
- data mining