Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality.
Shounak DattaSwagatam DasPublished in: IEEE Trans. Neural Networks Learn. Syst. (2019)
Keyphrases
- class imbalance
- pareto optimality
- multi objective
- pareto optimal
- support vector
- active learning
- multi objective optimization
- class distribution
- nsga ii
- feature selection
- evolutionary algorithm
- multiple objectives
- cost sensitive
- optimization algorithm
- high dimensionality
- genetic algorithm
- classification accuracy
- kernel function
- objective function
- concept drift
- training examples
- social welfare
- bi objective
- support vector machine
- data sets
- training set
- hyperparameters
- feature space
- nash equilibrium
- decision trees
- optimization problems
- text categorization
- test set