Finding the Sweet Spot: Batch Selection for One-Class Active Learning.
Adrian EnglhardtHolger TrittenbachDennis VetterKlemens BöhmPublished in: SDM (2020)
Keyphrases
- active learning
- sweet spot
- batch mode
- semi supervised
- supervised learning
- sample selection
- learning algorithm
- training set
- training examples
- random selection
- information retrieval
- batch mode active learning
- evolutionary algorithm
- training data
- website
- database
- selection strategies
- active learning strategies
- imbalanced data classification
- machine learning