BaseLearner.CV.FitObj-class {EnsembleBase} | R Documentation |
Classes "BaseLearner.CV.FitObj"
and "Regression.CV.FitObj"
Description
Classes for containing base learner CV training output.
Objects from the Class
"BaseLearner.CV.FitObj"
is a virtual class: No objects may be created from it. "Regression.CV.FitObj"
is the output of Regression.CV.Fit
function.
Slots
fitobj.list
:Object of class
"list"
, contains a list of objects of classBaseLearner.Fit
, one per partition fold.partition
:Object of class
"OptionalInteger"
, representing how data must be split across folds during cross-validation. This is typically the output ofgenerate.partition
function.filemethod
:Object of class
"logical"
, determining whether to save individual estimation objects to file or not.
In addition, Regression.CV.FitObj
contains the following slot:
- pred
Object of class
"OptionalNumeric"
, containing the prediction from the CV fit object for training data. This slot is allowed to take on a "NULL" value to reduce excess memory use by large ensemble models.
Methods
No methods defined with class "BaseLearner.CV.FitObj" in the signature.
Author(s)
Alireza S. Mahani, Mansour T.A. Sharabiani