Towards Balanced Active Learning for Multimodal Classification.
Meng ShenYizheng HuangJianxiong YinHeqing ZouDeepu RajanSimon SeePublished in: CoRR (2023)
Keyphrases
- active learning
- machine learning
- pattern recognition
- support vector machine
- selective sampling
- semi supervised
- automatic classification
- classification accuracy
- decision rules
- brain image analysis
- class labels
- supervised learning
- training set
- feature selection
- decision trees
- learning algorithm
- feature vectors
- batch mode active learning
- classification scheme
- classification method
- support vector
- multi modal
- text classification
- machine learning methods
- pattern classification
- incremental learning
- classification models
- random sampling
- classification algorithm
- feature extraction
- classification systems
- decision boundary
- imbalanced class distribution
- hyperspectral image classification