Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification.
Chen WangQin YuRuisen LuoDafeng HuiKai ZhouYanmei YuChao SunXiaofeng GongPublished in: CoRR (2019)
Keyphrases
- imbalanced data classification
- feature selection
- ensemble learning
- training data
- ensemble classifier
- classifier ensemble
- training set
- ensemble methods
- naive bayes
- machine learning algorithms
- decision trees
- data sets
- svm classifier
- support vector
- neural network
- active learning
- minority class
- weak classifiers
- feature selection algorithms
- random forest
- base classifiers
- classification algorithm
- feature set
- feature extraction
- random forests
- training samples
- nearest neighbor
- learning algorithm
- multi class
- support vector machine