An Improved SMOTE Imbalanced Data Classification Method Based on Support Degree.
Kewen LiWenrong ZhangQinghua LuXianghua FangPublished in: IIKI (2014)
Keyphrases
- imbalanced data
- classification method
- support vector machine
- imbalanced data sets
- knn
- k nearest neighbor
- classification algorithm
- text classification
- class distribution
- support vector machine svm
- linear regression
- feature selection
- imbalanced datasets
- random forest
- ensemble methods
- support vector
- class imbalance
- training data
- classification models
- data sets
- svm classifier
- kernel function
- feature vectors
- ensemble classifier
- sampling methods
- learning algorithm