A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets.
Alberto FernándezSalvador GarcíaMaría José del JesusFrancisco HerreraPublished in: IWANN (2007)
Keyphrases
- fuzzy reasoning
- support vector machine
- classification accuracy
- support vector machine svm
- pattern classification
- machine learning methods
- classification algorithm
- benchmark data sets
- pattern recognition
- feature set
- imbalanced data sets
- decision rules
- error rate
- feature extraction
- fuzzy sets
- test data
- artificial neural networks
- feature space
- importance sampling
- feature selection
- machine learning