A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets.
Victoria LópezAlberto FernándezFrancisco HerreraPublished in: ISDA (2010)
Keyphrases
- fuzzy systems
- class distribution
- cost sensitive
- misclassification costs
- neural network
- evolutionary computation
- computational intelligence
- cost sensitive learning
- class imbalance
- fuzzy rules
- soft computing
- genetic algorithm
- rule base
- fuzzy model
- multi class
- artificial neural networks
- fuzzy logic
- active learning
- evolutionary algorithm
- training data
- machine learning