Regression.Integrator.PenReg.SelMin.FitObj-class: Class '"Regression.Integrator.PenReg.SelMin.FitObj"'

In EnsemblePenReg: Extensible Classes and Methods for Penalized-Regression-Based Integration of Base Learners

Description

Class containing the output of fitting a PenReg-based integrator with CV-error minimization method for selecting the optimal shrinkage parameter.

Objects from the Class

Objects can be created by calls of the form new("Regression.Integrator.PenReg.SelMin.FitObj", ...).

Slots

config:

Object of class "Regression.Integrator.Config", containing the error function and the partition to use for training the PenReg integrator.

est:

Object of class "ANY", estimation object that is used for prediction.

pred:

Object of class "numeric", prediction for training set.

Extends

Class "Regression.Integrator.FitObj", directly.

Methods

No methods defined with class "Regression.Integrator.PenReg.SelMin.FitObj" in the signature.

Author(s)

Mansour T.A. Sharabiani, Alireza S. Mahani

See Also

"Regression.Integrator.FitObj"

EnsemblePenReg documentation built on May 2, 2019, 7:29 a.m.