Mass-Based Similarity Weighted k-Neighbor for Class Imbalance.
Anh HoangToan Nguyen MauVan-Nam HuynhPublished in: MDAI (2021)
Keyphrases
- class imbalance
- class distribution
- cost sensitive
- active learning
- cost sensitive learning
- similarity measure
- small disjuncts
- imbalanced datasets
- imbalanced data
- sampling methods
- distance measure
- majority class
- euclidean distance
- high dimensionality
- concept drift
- minority class
- learning environment
- face recognition
- software defect prediction
- error prone
- error rate
- high dimensional data
- nearest neighbor
- training set
- imbalanced class distribution