Effects of fine fuzzy partitions on the generalization ability of evolutionary multi-objective fuzzy rule-based classifiers.
Hisao IshibuchiYusuke NakashimaYusuke NojimaPublished in: FUZZ-IEEE (2010)
Keyphrases
- generalization ability
- evolutionary multi objective
- fuzzy partitions
- ensemble learning
- support vector
- optimization algorithm
- generalization bounds
- fuzzy rules
- support vector machine svm
- membership functions
- support vector machine
- bp neural network
- learning algorithm
- svm classifier
- ensemble methods
- training data
- decision trees
- fuzzy model
- multi objective
- computer vision
- fuzzy partition
- feature selection
- machine learning methods
- fuzzy logic
- fuzzy c means
- neuro fuzzy
- linear classifiers
- multi objective genetic algorithm
- nearest neighbor
- fuzzy systems
- data sets
- benchmark datasets
- training set
- simulated annealing