Re-Benchmarking Pool-Based Active Learning for Binary Classification.
Po-Yi LuChun-Liang LiHsuan-Tien LinPublished in: CoRR (2023)
Keyphrases
- binary classification
- pool based active learning
- active learning
- generalization error
- cost sensitive
- multi class
- support vector
- class imbalance
- learning problems
- multi label
- support vector machine
- multi class classification
- negative examples
- learning algorithm
- binary classification problems
- binary classifiers
- prediction accuracy
- training examples
- semi supervised
- ensemble methods
- machine learning
- supervised learning
- image classification
- pairwise
- feature selection
- sample complexity