Classification Tree-based Active Learning: A Wrapper Approach.
Ashna JoseEmilie DevijverMassih-Reza AminiNoël JakseRoberta PoloniPublished in: CoRR (2024)
Keyphrases
- active learning
- feature selection
- selective sampling
- classification scheme
- support vector machine svm
- supervised learning
- support vector machine
- machine learning
- feature space
- classification algorithm
- classification method
- pattern recognition
- image classification
- text classification
- document classification
- random sampling
- decision trees
- classification accuracy
- preprocessing
- training set
- neural network
- batch mode active learning
- class imbalance
- annotation effort
- black box
- decision rules
- semi supervised
- svm classifier
- learning strategies
- machine learning algorithms
- training examples
- model selection
- classification systems
- training data
- learning algorithm