Weighted Ensembles for Active Learning with Adaptivity.
Konstantinos D. PolyzosQin LuGeorgios B. GiannakisPublished in: CoRR (2022)
Keyphrases
- active learning
- semi supervised
- learning strategies
- ensemble methods
- decision trees
- machine learning
- random sampling
- learning algorithm
- selective sampling
- reinforcement learning
- experimental design
- weighted sum
- training set
- order statistics
- supervised learning
- labeled data
- class imbalance
- cost sensitive
- generalization error
- sample selection
- data sets
- ensemble members
- ensemble learning
- transfer learning
- training examples
- unlabeled data
- multi class
- support vector machine
- learning process
- e learning