A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning.
Xizhao WangHong-Jie XingYan LiQiang HuaChun-Ru DongWitold PedryczPublished in: IEEE Trans. Fuzzy Syst. (2015)
Keyphrases
- ensemble learning
- generalization ability
- base classifiers
- ensemble methods
- ensemble classifier
- multi class
- learning algorithm
- decision trees
- ensemble feature selection
- support vector machine svm
- random forest
- prediction accuracy
- support vector machine
- support vector
- unlabeled data
- text categorization
- regression model
- active learning
- data streams
- concept drift
- feature selection
- base learners
- classifier ensemble
- data sets