Evidence-based adaptive oversampling algorithm for imbalanced classification.
Chen-ju LinFlorence LeonyPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- classification algorithm
- preprocessing
- learning algorithm
- detection algorithm
- k means
- nearest neighbour
- support vector machine svm
- decision trees
- class imbalance
- worst case
- computational complexity
- optimal solution
- np hard
- dynamic programming
- search space
- classification accuracy
- feature vectors
- feature set
- image classification
- training set
- convergence rate
- benchmark data sets
- classification scheme
- classification rate
- objective function
- minority class