Efficient Classification with Counterfactual Reasoning and Active Learning.
Azhar MohammedDang NguyenBao DuongThin NguyenPublished in: CoRR (2022)
Keyphrases
- active learning
- supervised learning
- pattern recognition
- classification accuracy
- selective sampling
- machine learning
- classification scheme
- pattern classification
- classification method
- learning strategies
- batch mode active learning
- rare class
- class imbalance
- decision trees
- training set
- classification models
- hyperspectral image classification
- learning algorithm
- feature extraction
- logical framework
- classification systems
- semi supervised
- benchmark datasets
- image classification
- text classification
- labeled data
- support vector machine
- class labels
- random sampling
- automatic classification
- data sets
- feature space
- training examples
- causal reasoning
- cost sensitive
- sample selection
- model selection
- labeling effort
- incremental learning
- knowledge representation