CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data.
Jiaxin ZhuangJiabin CaiRuixuan WangJianguo ZhangWeishi ZhengPublished in: MIDL (2019)
Keyphrases
- imbalanced data
- imbalanced datasets
- majority class
- imbalanced data sets
- minority class
- class labels
- support vector machine
- classification accuracy
- classification models
- pattern classification
- support vector
- class imbalance
- decision trees
- decision boundary
- image classification
- pattern recognition
- class specific
- linear regression
- supervised learning
- feature selection
- multi class classification
- text classification
- benchmark datasets
- svm classifier
- ensemble classifier
- feature vectors
- feature space
- cost sensitive
- classification error
- class distribution
- support vector machine svm
- multi class
- image features
- model selection