Imbalanced Data Classification Method Based on Ensemble Learning.
Yu XiangYongping XiePublished in: CSPS (3) (2018)
Keyphrases
- classification method
- imbalanced data
- ensemble learning
- ensemble methods
- generalization ability
- ensemble classifier
- support vector machine
- support vector machine svm
- random forest
- k nearest neighbor
- base classifiers
- knn
- prediction accuracy
- base learners
- feature selection
- classification algorithm
- decision trees
- text classification
- minority class
- machine learning methods
- support vector
- data mining
- concept drift
- multi class
- svm classifier
- benchmark datasets
- data sets
- nearest neighbor
- pattern recognition
- clustering algorithm
- computer vision