irrelevant attribute resistance approach to binary classification for imbalanced data.
Jian ZhengXin HuPublished in: Inf. Sci. (2024)
Keyphrases
- binary classification
- imbalanced data
- class imbalance
- ensemble methods
- support vector machine
- class distribution
- cost sensitive
- multi class
- multi class classification
- prediction accuracy
- support vector
- minority class
- learning problems
- feature selection
- active learning
- decision trees
- svm classifier
- benchmark datasets
- sampling methods
- binary classifiers
- base classifiers
- cost sensitive learning
- multi label
- feature space
- machine learning methods
- ensemble learning
- feature vectors
- training data
- text classification
- knn
- decision boundary
- k nearest neighbor
- ensemble classifier
- high dimensionality