A new ensemble classification approach based on Rotation Forest and LightGBM.
Qinghua GuWenjing SunXuexian LiSong JiangJingni TianPublished in: Neural Comput. Appl. (2023)
Keyphrases
- ensemble classification
- ensemble methods
- ensemble classifier
- random forest
- prediction accuracy
- base classifiers
- ensemble learning
- machine learning methods
- benchmark datasets
- decision trees
- concept drift
- majority voting
- generalization ability
- classifier ensemble
- fusion method
- feature selection
- pattern recognition
- classification models
- information fusion
- object class
- data fusion
- class specific
- genetic algorithm ga
- training samples
- learning algorithm