BaseLearner.Batch.FitObj-class {EnsembleBase} | R Documentation |
Classes "BaseLearner.Batch.FitObj"
and "Regression.Batch.FitObj"
Description
Classes for containing base learner batch training output.
Objects from the Class
Class "BaseLearner.Batch.FitObj"
is virtual; therefore No objects may be created from it. Class "Regression.Batch.FitObj"
extends "BaseLearner.Batch.FitObj"
and is the output of function Regression.Batch.Fit
.
Slots
fitobj.list
:Object of class
"list"
, containing theBaseLearner.FitObj
outputs of lower-levelBaseLearner.Fit
function calls.config.list
:Object of class
"list"
, containing the list of configuration objects for each base learner fit. This list is typically the output of make.configs function call.filemethod
:Object of class
"logical"
, indicating whether file method is used for storing the estimation objects.tmpfiles
:Object of class
"OptionalCharacter"
, containing (if applicable) the vector of filepaths used for storing estimation objects, iffilemethod==TRUE
.
For Regression.Batch.FitObj
(in addition to above slots):
pred
:Object of class
"matrix"
, with each column containing the predictions of one base learner.y
:Object of class
"numeric"
, containing the response variable corresponding to the training set.
Methods
No methods defined with class "BaseLearner.Batch.FitObj" in the signature.
Author(s)
Alireza S. Mahani, Mansour T.A. Sharabiani
See Also
Examples
showClass("BaseLearner.Batch.FitObj")