Efficient Classification with Counterfactual Reasoning and Active Learning.
Azhar MohammedDang NguyenBao DuongThin NguyenPublished in: ACIIDS (1) (2022)
Keyphrases
- active learning
- supervised learning
- machine learning
- selective sampling
- classification accuracy
- classification scheme
- feature vectors
- batch mode active learning
- classification algorithm
- causal reasoning
- image classification
- support vector
- support vector machine svm
- machine learning algorithms
- logical framework
- annotation effort
- pattern recognition
- training set
- knowledge base
- classification rules
- pattern classification
- classification systems
- automatic classification
- feature extraction
- hyperspectral image classification
- class imbalance
- random sampling
- training examples
- training samples
- model selection
- knn
- preprocessing
- feature selection