Synergetic Focal Loss for Imbalanced Classification in Federated XGBoost.
Jiao TianPei-Wei TsaiKai ZhangXinyi CaiHongwang XiaoKe YuWenyu ZhaoJinjun ChenPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- pattern recognition
- class imbalance
- decision trees
- machine learning
- image classification
- feature extraction
- supervised learning
- text classification
- feature selection
- imbalanced datasets
- classification systems
- classification scheme
- machine learning methods
- support vector machine svm
- cross validation
- classification algorithm
- classification method
- classification rules
- pattern classification
- classification models
- automatic classification
- support vector machine
- feature space
- support vector
- training samples
- multiclass classification
- classification process
- classification accuracy
- cost sensitive
- model selection