Rebuilding Trust in Active Learning with Actionable Metrics.
Alexandre AbrahamLéo Dreyfus-SchmidtPublished in: CoRR (2020)
Keyphrases
- active learning
- trust model
- training examples
- selective sampling
- trust evaluation
- relevance feedback
- training set
- active learning strategies
- similarity metrics
- random sampling
- learning strategies
- semi supervised
- evaluation metrics
- machine learning
- supervised learning
- imbalanced data classification
- cost sensitive
- experimental design
- labeled data
- selection strategies
- virtual teams
- trust management