Effects of constructing fuzzy discretization from crisp discretization for rule-based classifiers.
Isao KuwajimaYusuke NojimaHisao IshibuchiPublished in: Artif. Life Robotics (2008)
Keyphrases
- fuzzy sets
- fuzzy logic
- fuzzy numbers
- naive bayes classifier
- preprocessing
- fuzzy rules
- iterative refinement
- fuzzy information
- discretization method
- training set
- machine learning algorithms
- expert systems
- numeric attributes
- rule base
- supervised classification
- fuzzy clustering algorithms
- interval valued
- fuzzy set theory
- support vector
- training data
- continuous variables
- fuzzy clustering
- group decision making
- test set
- data driven
- decision trees
- fuzzy partitions
- similarity relations
- neural network