Evidential Regression

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Documentation for package ‘evreg’ version 1.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

Bel	Degree of belief of interval for a Gaussian random fuzzy number
Belint	Finds a belief interval centered on mu for a Gaussian random fuzzy number
combination_GRFN	Combination of Gaussian random fuzzy numbers
ENNreg	Training the ENNreg model
ENNreg_cv	Hyperparameter tuning for the ENNreg model using cross-validation
ENNreg_holdout	Hyperparameter tuning for the ENNreg model using the hold-out method
ENNreg_init	Parameter initialization for the ENNreg model
intervals	Computation of prediction intervals from a trained ENNreg model
Pl	Degree of plausibility of interval for a Gaussian random fuzzy number
pl_contour	Contour function of a Gaussian random fuzzy number
predict.ENNreg	Prediction method for the ENNreg model