The Improvement of Naïve Bayesian Classifier Based on the Strategy of Fuzzy Feature Selection.
Xuefeng ZhangPeng LiuJinjin FanPublished in: ISDA (1) (2006)
Keyphrases
- bayes classifiers
- bayes classifier
- feature selection
- text categorization
- multi class
- text classification
- fuzzy sets
- bayesian classifiers
- fuzzy logic
- decision trees
- fuzzy clustering
- mutual information
- support vector machine
- machine learning
- dimensionality reduction
- feature space
- bayesian classifier
- fuzzy set theory
- classification models
- high dimensionality
- error reduction
- irrelevant features
- fuzzy inference
- information gain
- neural network
- membership functions
- fuzzy rules
- knn
- probabilistic model
- fuzzy controller
- optimal strategy
- logistic regression
- naive bayes
- data sets
- data mining
- maximum likelihood
- significant improvement