Paired Sampling in Density-Sensitive Active Learning.
Pinar DonmezJaime G. CarbonellPublished in: ISAIM (2008)
Keyphrases
- active learning
- random sampling
- sampling strategies
- active sampling
- sample selection
- selective sampling
- stratified sampling
- learning strategies
- semi supervised
- sampling algorithm
- training examples
- sampling methods
- learning algorithm
- imbalanced class distribution
- experimental design
- labeled data
- supervised learning
- sampling strategy
- low density
- exploration exploitation
- imbalanced data classification
- relevance feedback
- machine learning
- pool based active learning
- imbalanced data
- batch mode
- unlabeled data