Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification.
Sara TariHolger H. HoosJulie JacquesMarie-Eléonore KessaciLaetitia JourdanPublished in: PPSN (1) (2020)
Keyphrases
- multi objective
- classification accuracy
- pattern recognition
- class imbalance
- genetic algorithm
- search algorithm
- support vector
- pattern classification
- support vector machine svm
- feature vectors
- search space
- statistical classification
- machine learning
- simulated annealing
- text classification
- multi objective optimization
- supervised learning
- evolutionary algorithm
- decision trees
- support vector machine
- feature selection
- particle swarm optimization
- tabu search
- classification method
- imbalanced data sets
- classification models
- imbalanced class distribution
- single class
- imbalanced datasets
- decision boundary
- multiple objectives
- class distribution
- feature extraction
- multi class
- cost sensitive
- training set
- combinatorial optimization
- active learning
- feature set