Evidential uncertainty sampling strategies for active learning.
Arthur HoarauVincent LemaireYolande Le GallJean-Christophe DuboisArnaud MartinPublished in: Mach. Learn. (2024)
Keyphrases
- sampling strategies
- active learning
- stratified sampling
- belief functions
- training set
- semi supervised
- learning algorithm
- sampling strategy
- random sampling
- semi supervised learning
- labeled data
- relevance feedback
- class imbalance
- learning process
- unlabeled data
- training examples
- cost sensitive
- machine learning
- user preferences
- training data
- decision trees