CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification.
Farshid RayhanSajid AhmedAsif MahbubMd. Rafsan JaniSwakkhar ShatabdaDewan Md. FaridPublished in: CoRR (2017)
Keyphrases
- feature selection
- pattern recognition
- classification algorithm
- binary classification problems
- class imbalance
- feature extraction
- feature vectors
- classification accuracy
- pattern classification
- classification systems
- machine learning
- multiclass classification
- cost sensitive
- accurate classifiers
- support vector
- imbalanced datasets
- ensemble classifier
- training process
- ensemble methods
- classification method
- cross validation
- class labels
- benchmark datasets
- training samples
- labeled data
- support vector machine