Generalization Performance of Pure Accuracy and its Application in Selective Ensemble Learning.
Jieting WangYuhua QianFeijiang LiJiye LiangQingfu ZhangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- ensemble learning
- generalization ability
- learning machines
- ensemble methods
- individual classifiers
- prediction accuracy
- random forest
- learning algorithm
- decision stumps
- classification accuracy
- base classifiers
- mutual subspace method
- concept drift
- support vector machine svm
- unlabeled data
- feature selection
- error rate
- multi class
- decision trees