One Generalization of the Naive Bayes to Fuzzy Sets and the Design of the Fuzzy Naive Bayes Classifier.
Jiacheng ZhengYongchuan TangPublished in: IWINAC (2) (2005)
Keyphrases
- fuzzy sets
- naive bayes
- naive bayes classifier
- membership functions
- fuzzy set theory
- decision trees
- fuzzy logic
- text classification
- classification accuracy
- rough sets
- fuzzy rules
- fuzzy numbers
- training data
- naive bayes classification
- bayesian network classifiers
- cost sensitive
- augmented naive bayes
- independence assumption
- computational intelligence
- bayesian networks
- text categorization
- text classifiers
- feature selection
- classification error
- support vector machine
- variable selection
- continuous variables
- probabilistic classifiers
- base classifiers
- knn
- training set
- pattern recognition
- learning algorithm
- data mining