Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm.
Luis A. CastilloAntonio González MuñozRaúl PérezPublished in: Fuzzy Sets Syst. (2001)
Keyphrases
- learning algorithm
- selection criterion
- machine learning algorithms
- learning process
- machine learning
- reinforcement learning
- active learning
- rule learning
- optimization criterion
- back propagation
- active databases
- learning scheme
- classification rules
- selecting relevant features
- selection criteria
- selection strategy
- generalization error
- generalization ability
- learning models
- rule sets
- database
- transfer learning
- classification algorithm
- clustering algorithm
- data mining