Adaptive ensemble of classifiers with regularization for imbalanced data classification.
Chen WangChengyuan DengZhoulu YuDafeng HuiXiaofeng GongRuisen LuoPublished in: Inf. Fusion (2021)
Keyphrases
- imbalanced data classification
- feature selection
- ensemble learning
- training data
- ensemble classifier
- training set
- classifier ensemble
- decision trees
- neural network
- feature set
- support vector
- training examples
- ensemble methods
- minority class
- weak classifiers
- linear classifiers
- random forests
- machine learning
- base classifiers
- classification algorithm
- naive bayes
- active learning
- machine learning methods
- test set
- learning algorithm