Observation Tree Approach: Active Learning Relying on Testing.
Michal SouchaKirill BogdanovPublished in: Comput. J. (2020)
Keyphrases
- active learning
- tree structure
- selective sampling
- learning algorithm
- random sampling
- machine learning
- test set
- semi supervised
- index structure
- supervised learning
- labeled data
- tree construction
- pool based active learning
- annotation effort
- active learning strategies
- rare class
- sample selection
- neural network
- batch mode
- binary tree
- tree structures
- software testing
- spanning tree
- decision trees
- learning strategies