Imbalanced Datasets Classification by Fuzzy Rule Extraction and Genetic Algorithms.
Vicenç SolerJesús CerquidesJosep SabriaJordi RoigMarta PrimPublished in: ICDM Workshops (2006)
Keyphrases
- rule extraction
- cost sensitive learning
- imbalanced datasets
- neural network
- fuzzy rules
- rough sets
- classification rules
- black box
- genetic algorithm
- rough fuzzy
- rough set theory
- association rules
- fuzzy logic
- feature selection
- rule sets
- class imbalance
- fuzzy sets
- decision rules
- classification accuracy
- data sets
- naive bayes
- machine learning methods
- membership functions
- data analysis
- cost sensitive
- artificial neural networks
- training dataset
- pattern recognition
- sampling methods
- multi class
- data mining
- error rate