A Parameter-Free Cleaning Method for SMOTE in Imbalanced Classification.
Yuan-Ting YanRuiqing LiuZihan DingXiuquan DuJie ChenYanping ZhangPublished in: IEEE Access (2019)
Keyphrases
- parameter free
- classification method
- support vector machine svm
- similarity measure
- fully automatic
- pattern classification
- classification accuracy
- support vector machine
- clustering method
- classification algorithm
- benchmark data sets
- machine learning methods
- data sets
- feature extraction
- image segmentation
- feature selection
- outlier detection
- support vector
- class distribution
- categorical data