Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE.
Ratchakoon PruengkarnKok Wai WongChun Che FungPublished in: SMC (2017)
Keyphrases
- imbalanced data classification
- fuzzy support vector machine
- minority class
- class imbalance
- support vector machine
- feature selection
- class distribution
- classification error
- active learning
- nearest neighbour
- training data
- cost sensitive
- knn
- training set
- ensemble learning
- k nearest neighbor
- training dataset
- cost sensitive learning