Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification?
Janet WangYunbei ZhangZhengming DingJihun HammPublished in: CoRR (2023)
Keyphrases
- domain adaptation
- classification accuracy
- skin lesion
- document classification
- machine learning
- malignant melanoma
- classification algorithm
- decision trees
- training data
- co training
- support vector machine
- error rate
- text classification
- early detection
- feature representation
- transfer learning
- model selection
- data sets
- pattern recognition
- support vector
- feature selection
- semi supervised
- feature vectors
- cross domain
- pairwise
- feature extraction
- skin cancer
- databases