Sampling technique for noisy and borderline examples problem in imbalanced classification.
Abhishek DixitAshish ManiPublished in: Appl. Soft Comput. (2023)
Keyphrases
- class imbalance
- imbalanced data
- pattern recognition
- decision trees
- feature extraction
- binary classification problems
- imbalanced data sets
- classification method
- classification accuracy
- feature vectors
- support vector
- multi class
- machine learning
- minority class
- automatic classification
- cost sensitive
- svm classifier
- image classification
- classification algorithm
- benchmark data sets
- classification scheme
- cost sensitive learning
- text classification
- imbalanced datasets
- training set
- noisy data
- pattern classification
- decision rules
- preprocessing
- noisy environments
- training examples
- training data