Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification.
Jesús Alcalá-FdezRafael AlcaláSergio GonzálezYusuke NojimaSalvador GarcíaPublished in: IEEE Trans. Fuzzy Syst. (2017)
Keyphrases
- machine learning methods
- classification systems
- classification method
- cross validation
- decision trees
- accurate classification
- pattern recognition
- preprocessing
- significant improvement
- benchmark data sets
- image classification
- machine learning
- pattern classification
- benchmark datasets
- empirical studies
- classification models
- classification accuracy
- computational cost
- training set
- binary classifiers
- data sets
- robust classification
- classification algorithm
- support vector machine svm
- text classification
- nearest neighbor
- support vector machine
- support vector
- feature selection