Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms.
María José del JesusFrank HoffmannLuis Junco NavascuésLuciano SánchezPublished in: IEEE Trans. Fuzzy Syst. (2004)
Keyphrases
- boosting algorithms
- multi class
- cost sensitive
- loss function
- weak learners
- weak classifiers
- boosting framework
- generalization error
- adaboost algorithm
- binary classification
- base classifiers
- linear classifiers
- genetic algorithm
- learning algorithm
- ensemble methods
- ensemble learning
- misclassification costs
- support vector
- training data
- active learning
- upper bound
- training set
- test cases
- semi supervised
- similarity measure