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DESCRIPTION
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DESCRIPTION
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Package: caretEnsemble
Type: Package
Title: Framework for combining caret models into ensembles
Version: 1.0
Date: 2013-03-01
Author: Zach Mayer
Maintainer: Zach Mayer <zach.mayer@gmail.com>
Description: This package consists primarily of one function: caretEnsemble.
This function takes a collection of caret models and finds a good linear
combination of those models, using either linear regression or iterative
greedy selection. It returns an object of the caretEnsemlbe S3 class, which
contains the models and has a predict class. Currently, this framework
supports regression models and 2-class classification models. It DOES NOT
allow you to combine multi-class classification models, or form combined
ensembles of classification and regression models.\
Depends:
R (>= 2.14.0),
caret,
caTools
Suggests:
testthat,
randomForest
Imports:
boot,
methods,
pbapply,
digest
License: GPL-2