Proposal of fuzzy coverage region classifier as an extension of the naive Bayes classifier and improvement of its zero-one loss.
Izumi SuzukiPublished in: FUZZ-IEEE (2012)
Keyphrases
- naive bayes classifier
- fuzzy classifier
- fuzzy classification
- fuzzy sets
- fuzzy rule based classifier
- fuzzy rules
- training data
- naive bayes
- membership functions
- support vector machine
- fuzzy logic
- text classification
- classification method
- learning classifier systems
- linear classifiers
- svm classifier
- decision trees
- support vector
- pattern classification
- fuzzy clustering
- fuzzy set theory
- classification algorithm
- learning algorithm
- t norm
- text classifiers
- fuzzy numbers
- fuzzy systems
- classification process
- feature space
- genetic algorithm
- class labels
- mixed data
- training set
- fuzzy neural network
- neuro fuzzy
- region of interest
- significant improvement
- classification accuracy
- data sets
- image regions
- training samples