Variable selection wrapper in presence of correlated input variables for random forest models.
Marta RotariMurat KulahciPublished in: Qual. Reliab. Eng. Int. (2024)
Keyphrases
- variable selection
- input variables
- random forest
- model selection
- cross validation
- neural network model
- logistic regression models
- feature selection
- high dimensional
- decision trees
- number of input variables
- dimension reduction
- feature set
- membership functions
- ensemble methods
- artificial neural networks
- fuzzy rules
- expert systems
- preprocessing
- pattern recognition
- computer vision