A Clustering Resampling Stacked Ensemble Method for Imbalance Classification Problem.
Jian LiJinlian DuXiao ZhangPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- ensemble methods
- machine learning methods
- benchmark datasets
- decision trees
- generalization ability
- ensemble classifier
- pattern recognition
- classifier ensemble
- feature extraction
- cluster ensemble
- random forest
- machine learning
- training samples
- data mining
- base classifiers
- clustering algorithm
- prediction accuracy
- random forests
- class imbalance
- image classification
- support vector
- ensemble learning
- individual classifiers
- uci data sets
- instance based learning
- class labels
- classification accuracy
- k means
- learning algorithm
- machine learning algorithms
- text classification
- regression problems
- knn
- text clustering
- base learners
- gene expression profiles
- feature vectors
- multilabel classification
- data sets