A Quantum Approach to Synthetic Minority Oversampling Technique (SMOTE).
Nishikanta MohantyBikash K. BeheraChristopher FerriePravat DashPublished in: CoRR (2024)
Keyphrases
- minority class
- class imbalance
- class distribution
- class imbalanced
- majority class
- imbalanced data
- imbalanced data sets
- classification error
- imbalanced datasets
- cost sensitive learning
- nearest neighbour
- sampling methods
- support vector machine
- cost sensitive
- decision boundary
- rare events
- original data
- real images are presented
- training dataset
- training data
- quantum computation
- active learning
- highly imbalanced
- training set
- real world
- ensemble learning
- quantum computing
- test set
- attribute selection
- high dimensionality
- decision trees
- learning algorithm
- information retrieval