FF-SMOTE: A Metaheuristic Approach to Combat Class Imbalance in Binary Classification.
Prabhjot KaurAnjana GosainPublished in: Appl. Artif. Intell. (2019)
Keyphrases
- class imbalance
- metaheuristic
- binary classification
- class distribution
- cost sensitive
- active learning
- simulated annealing
- class imbalanced
- minority class
- search space
- genetic algorithm
- cost sensitive learning
- optimal solution
- binary classifiers
- sampling methods
- high dimensionality
- concept drift
- feature selection
- dimensionality reduction
- random sampling
- neural network
- training data
- bayesian networks
- support vector
- multi class
- upper bound
- pairwise