Boosted SVM with active learning strategy for imbalanced data.
Maciej ZiebaJakub M. TomczakPublished in: Soft Comput. (2015)
Keyphrases
- imbalanced data
- learning strategies
- imbalanced datasets
- online learning
- linear regression
- support vector machine
- feature selection
- random forests
- random forest
- active learning
- ensemble methods
- class distribution
- svm classifier
- class imbalance
- sampling methods
- classification models
- support vector
- ensemble classifier
- ensemble learning
- decision trees
- machine learning
- data sets
- training data
- minority class