MUS-CDB: Mixed Uncertainty Sampling With Class Distribution Balancing for Active Annotation in Aerial Object Detection.
Dong LiangJing-Wei ZhangYing-Peng TangSheng-Jun HuangPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- class distribution
- cost sensitive
- active learning
- class imbalance
- misclassification costs
- training set
- test set
- training data
- multi class
- unlabeled data
- training examples
- binary classification
- probability estimates
- naive bayes
- training samples
- ensemble methods
- concept drift
- experimental design
- semi supervised
- data sets
- ensemble members
- base classifiers
- test data
- class labels
- semi supervised learning
- supervised learning
- classification accuracy
- support vector
- learning algorithm