基于邻域混合抽样和动态集成的不平衡数据分类方法 (Imbalanced Data Classification Method Based on Neighborhood Hybrid Sampling and Dynamic Ensemble).
Feng GaoHaiyan HuangPublished in: 计算机科学 (2017)
Keyphrases
- imbalanced data
- classification method
- support vector machine
- ensemble methods
- k nearest neighbor
- support vector machine svm
- knn
- sampling methods
- class distribution
- feature selection
- text classification
- random forest
- classification algorithm
- linear regression
- multi class
- svm classifier
- feature vectors
- benchmark datasets
- minority class
- decision boundary
- classification models
- decision trees
- pattern recognition
- ensemble learning
- support vector
- data sets
- class imbalance
- least squares
- feature space
- text categorization
- kernel function