Performance evaluation of a cost-sensitive differential evolution classifier using spark - Imbalanced binary classification.
Jamil Al-SawwaSimone A. LudwigPublished in: J. Comput. Sci. (2020)
Keyphrases
- binary classification
- differential evolution
- cost sensitive
- class imbalance
- cost sensitive classification
- binary classifiers
- cost sensitive learning
- class distribution
- multiclass classification
- minority class
- evolutionary algorithm
- multi class
- misclassification costs
- support vector machine
- optimization algorithm
- particle swarm optimization
- multi class classification
- active learning
- naive bayes
- boosting algorithms
- training data
- support vector
- genetic algorithm
- feature space
- active learning strategies
- decision trees
- classification algorithm
- multi label
- ensemble methods
- feature subset
- learning tasks
- svm classifier
- prediction accuracy
- high dimensional data
- multi objective
- training set
- feature selection