Package: modelgrid 1.1.1.0

modelgrid: A Framework for Creating, Managing and Training Multiple Caret Models

A minimalistic but flexible framework that facilitates the creation, management and training of multiple 'caret' models. A model grid consists of two components: (1) a set of settings that is shared by all models by default, and (2) specifications that apply only to the individual models. When the model grid is trained, model and training specifications are first consolidated from the shared and the model specific settings into complete 'caret' model configurations. These models are then trained with the 'train' function from the 'caret' package.

Authors:Lars Kjeldgaard [aut, cre]

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modelgrid.pdf |modelgrid.html
modelgrid/json (API)

# Install 'modelgrid' in R:
install.packages('modelgrid', repos = c('https://smaakage85.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/smaakage85/modelgrid/issues

On CRAN:

Conda:

caretmachine-learningpredictive-analyticspredictive-modeling

5.34 score 23 stars 19 scripts 613 downloads 7 exports 76 dependencies

Last updated 6 years agofrom:c392d558e7. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 04 2025
R-4.5-winWARNINGMar 04 2025
R-4.5-macWARNINGMar 04 2025
R-4.5-linuxWARNINGMar 04 2025
R-4.4-winWARNINGMar 04 2025
R-4.4-macWARNINGMar 04 2025
R-4.4-linuxWARNINGMar 04 2025
R-4.3-winWARNINGMar 04 2025
R-4.3-macWARNINGMar 04 2025

Exports:%>%add_modelconsolidate_modeledit_modelmodel_gridremove_modelshare_settings

Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr

Introduction to modelgrid

Rendered frommodelgrid.Rmdusingknitr::rmarkdownon Mar 04 2025.

Last update: 2018-07-05
Started: 2018-06-17