A fuzzy penalized regression model with variable selection.
Mojtaba KashaniMohammad ArashiMohammad Reza RabieiPierpaolo D'UrsoLivia De GiovanniPublished in: Expert Syst. Appl. (2021)
Keyphrases
- variable selection
- regression model
- model selection
- cross validation
- group lasso
- input variables
- fuzzy sets
- linear models
- logistic regression models
- regression analysis
- fuzzy logic
- linear model
- prediction model
- regression methods
- multivariate regression
- high dimensional
- explanatory variables
- linear regression models
- statistical inference
- linear regression model
- gaussian process
- membership functions
- regression trees
- feature selection
- machine learning
- dimension reduction
- regression method
- fuzzy rules
- generalized linear models
- ls svm
- high dimensional data
- data sets
- markov blanket
- pattern recognition
- face recognition
- neural network