Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension.
Carmen Biedma-RdguezMaría José GactoAugusto Anguita-RuizJesús Alcalá-FdezRafael AlcaláPublished in: Int. J. Fuzzy Syst. (2022)
Keyphrases
- natural language
- simple linear
- fuzzy sets
- regression function
- genetic algorithm
- linguistic rules
- linguistic knowledge
- high quality
- fuzzy logic
- model selection
- linguistically motivated
- linguistic variables
- linear regression
- regression model
- computationally efficient
- gaussian processes
- linear models
- regression method
- ridge regression
- fuzzy rule based systems
- phrase structure
- decision trees
- neural network
- fuzzy systems
- fuzzy clustering
- membership functions