CRAN/E | caretEnsemble

caretEnsemble

Ensembles of Caret Models

Installation

About

Functions for creating ensembles of caret models: caretList() and caretStack(). caretList() is a convenience function for fitting multiple caret::train() models to the same dataset. caretStack() will make linear or non-linear combinations of these models, using a caret::train() model as a meta-model, and caretEnsemble() will make a robust linear combination of models using a GLM.

github.com/zachmayer/caretEnsemble
Bug report File report

Key Metrics

Version 2.0.3
R ≥ 3.2.0
Published 2023-09-20 213 days ago
Needs compilation? no
License MIT
License File
CRAN checks caretEnsemble results

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Maintainer

Maintainer

Zachary A. Deane-Mayer

zach.mayer@gmail.com

Authors

Zachary A. Deane-Mayer

aut / cre

Jared E. Knowles

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

A Brief Introduction to caretEnsemble

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

caretEnsemble archive

Depends

R ≥ 3.2.0

Imports

methods
pbapply
ggplot2
digest
plyr
lattice
gridExtra
data.table
caret

Suggests

caTools
testthat
lintr
randomForest
glmnet
rpart
kernlab
nnet
e1071
ipred
pROC
knitr
mlbench
MASS
gbm
klaR
rmarkdown
usethis
sass

Reverse Imports

LDLcalc
LOGANTree
RLSeq