A Novel Classifier-Independent Feature Selection Algorithm for Imbalanced Datasets.
Quanyin ZhuSuqun CaoPublished in: SNPD (2009)
Keyphrases
- imbalanced datasets
- feature selection algorithms
- feature selection
- feature set
- cost sensitive learning
- data sets
- decision trees
- selection algorithm
- feature subset
- learning models
- minority class
- training dataset
- class imbalance
- feature extraction
- classification models
- ensemble classifier
- class distribution
- cost sensitive
- training examples
- semi supervised learning
- feature vectors
- training set
- search algorithm
- support vector
- training data