Adaptive Cost Adjustment for SAR Imbalanced Classification via Reinforcement Learning.
Jingqi WeiZongyong CuiZheng ZhouZongjie CaoYiming PiPublished in: IGARSS (2023)
Keyphrases
- reinforcement learning
- machine learning
- cost sensitive classification
- supervised learning
- class imbalance
- decision trees
- support vector
- feature vectors
- classification accuracy
- support vector machine svm
- classification scheme
- decision rules
- classification algorithm
- imbalanced data sets
- feature selection
- cost sensitive learning
- sar images
- cost sensitive
- benchmark datasets
- pattern recognition
- pattern classification
- high dimensionality
- markov decision processes
- classification models
- function approximation
- image reconstruction
- reinforcement learning algorithms
- parameter estimation
- imbalanced datasets
- feature extraction