A Logic-Based Approach for Evaluating Interpretability of Fuzzy Rule-Based Classifiers.
Corrado MencarCiro CastielloAnna Maria FanelliPublished in: IFSA/EUSFLAT Conf. (2009)
Keyphrases
- training data
- training set
- naive bayes
- supervised classification
- decision trees
- prediction accuracy
- multi valued
- test set
- svm classifier
- classification models
- training samples
- logic programming
- feature set
- classical logic
- support vector
- classification systems
- training examples
- logical framework
- machine learning methods
- knowledge extraction
- asynchronous circuits
- majority voting
- predicate logic
- decision boundary
- fuzzy model
- fuzzy rules
- classification method
- classification algorithm
- fuzzy logic
- support vector machine