Expanded feature space-based gradient boosting ensemble learning for risk prediction of type 2 diabetes complications.
Yuyan WangSutong WangXiutian SimaYu SongShaoze CuiDujuan WangPublished in: Appl. Soft Comput. (2023)
Keyphrases
- ensemble learning
- gradient boosting
- base learners
- feature space
- ensemble methods
- prediction accuracy
- generalization ability
- feature selection
- base classifiers
- loss function
- feature extraction
- random forest
- input space
- mean shift
- classification accuracy
- feature vectors
- kernel function
- training samples
- prediction model
- support vector machine
- concept drift
- non stationary
- text categorization
- unlabeled data
- feature set
- data points
- artificial neural networks