SoQal: Selective Oracle Questioning in Active Learning.
Dani KiyassehTingting ZhuDavid A. CliftonPublished in: CoRR (2020)
Keyphrases
- active learning
- learning strategies
- oracle database
- supervised learning
- selective sampling
- unlabeled data
- semi supervised
- labeled data
- database administration
- relevance feedback
- machine learning
- database security
- database administrators
- training examples
- semi supervised learning
- database
- transfer learning
- imbalanced data classification
- experimental design
- pool based active learning
- learning algorithm
- data model
- learning process
- case study
- random sampling
- annotation effort
- music emotion classification
- batch mode active learning
- sample selection
- information retrieval
- decision trees
- generalization error
- database systems