Bicriteria Oversampling for Imbalanced Data Classification.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: KES (2022)
Keyphrases
- bicriteria
- imbalanced data classification
- minority class
- class imbalance
- efficient solutions
- integer linear programming
- feature selection
- class distribution
- knapsack problem
- shortest path problem
- sampling methods
- cost sensitive learning
- classification error
- nearest neighbour
- flowshop
- active learning
- decision boundary
- training dataset
- training set
- cost sensitive
- support vector machine
- lower bound
- original data
- evolutionary algorithm
- high dimensionality
- labeled data
- simulated annealing
- dynamic programming
- feature space
- computational complexity
- training data
- neural network