Exploring Causal Overhypotheses in Active Learning.
Chentian JiangChris LucasPublished in: CogSci (2021)
Keyphrases
- active learning
- random sampling
- causal bayesian networks
- learning strategies
- training examples
- imbalanced data classification
- causal relationships
- semi supervised
- labeled data
- causal networks
- selective sampling
- causal models
- supervised learning
- unlabeled data
- learning process
- causal interactions
- learning algorithm
- decision trees
- class imbalance
- bayesian networks
- case study
- database
- semi supervised learning
- sample selection
- training set
- active learning strategies
- annotation effort
- pairwise
- pool based active learning
- data mining