Class-Center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data.
Weixian LeiRong ZhangYang YangRuixuan WangWei-Shi ZhengPublished in: ISBI (2020)
Keyphrases
- imbalanced data
- imbalanced datasets
- majority class
- minority class
- class labels
- imbalanced data sets
- support vector machine
- classification models
- decision trees
- class imbalance
- feature vectors
- classification accuracy
- machine learning methods
- multi class classification
- class distribution
- linear regression
- feature extraction
- feature selection
- pattern classification
- machine learning
- ensemble classifier
- svm classifier
- support vector machine svm
- image classification
- ensemble learning
- classification error
- generalization ability
- ensemble methods
- decision boundary
- cost sensitive
- nearest neighbour
- sampling methods
- text classification
- support vector
- data sets