Package: manymodelr 0.4.0

manymodelr: Build and Tune Several Models

Frequently one needs a convenient way to build and tune several models in one go.The goal is to provide a number of machine learning convenience functions. It provides the ability to build, tune and obtain predictions of several models in one function. The models are built using functions from 'caret' with easier to read syntax. Kuhn(2014) <doi:10.48550/arXiv.1405.6974>.

Authors:Nelson Gonzabato [aut, cre]

manymodelr_0.4.0.tar.gz
manymodelr_0.4.0.zip(r-4.7-any)manymodelr_0.4.0.zip(r-4.6-any)manymodelr_0.4.0.zip(r-4.5-any)
manymodelr_0.4.0.tgz(r-4.6-any)manymodelr_0.4.0.tgz(r-4.5-any)
manymodelr_0.4.0.tar.gz(r-4.7-any)manymodelr_0.4.0.tar.gz(r-4.6-any)
manymodelr_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
manymodelr/json (API)

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

Bug tracker:https://github.com/nelson-gon/manymodelr/issues

Datasets:

On CRAN:

Conda:

analysis-of-varianceanovacorrelationcorrelation-coefficientgeneralized-linear-modelsgradient-boosting-decision-treesknn-classificationlinear-modelslinear-regressionmachine-learningmissing-valuesmodelsr-programmingrandom-forest-algorithmregression-models

5.50 score 3 stars 53 scripts 470 downloads 23 exports 116 dependencies

Last updated from:95f3f4ddf2. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK190
source / vignettesOK223
linux-releaseOK192
macos-releaseOK245
macos-oldrelOK221
windows-develOK145
windows-releaseOK154
windows-oldrelOK129
wasm-releaseOK348

Exports:add_model_predictionsadd_model_residualsagg_by_groupdrop_non_numericextract_model_infofit_modelfit_modelsget_data_Statsget_exponentget_modeget_statsget_thisget_var_corrget_var_corr_multi_model_1multi_model_2na_replacena_replace_groupedplot_corrreport_modelrowdiffselect_colselect_percentile

Dependencies:askpassbootbriocallrcaretclassclicliprclockcodetoolscpp11crayoncredentialscurldata.tabledescdiagramdiffobjdigestdplyre1071evaluatefarverforeachfsfuturefuture.applygenericsgertggplot2gitcredsglobalsgluegowergtablehardhathttr2iniipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlme4lubridatemagrittrMASSMatrixMetricsminqaModelMetricsnlmenloptrnnetnumDerivopensslotelpakparallellypillarpkgbuildpkgconfigpkgloadplyrpraisepROCprocessxprodlimprogressrproxypspurrrR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackrecipesreformulasreshape2rlangrpartrprojrootrstudioapiS7scalesshapesparsevctrsSQUAREMstringistringrsurvivalsystestthattibbletidyrtidyselecttimechangetimeDatetzdbusethisutf8vctrsviridisLitewaldowhiskerwithryamlzip

Building predictive models with manymodelr
Generating a (simple) model report | Extraction of Model Information
Rendered frommodeling.rmdusingknitr::rmarkdown

Last update: 2025-07-14
Started: 2021-04-17

manymodelr: Build and Tune Several Models
Installation | Modeling | Extraction of Model Information | Correlations | Extra Functions
Rendered frommanymodelr_vignette.rmdusingknitr::rmarkdown

Last update: 2025-07-14
Started: 2020-04-19

Extra functions in manymodelr
Rendered frommisc.rmdusingknitr::rmarkdown

Last update: 2025-07-12
Started: 2021-04-17

Correlation Analysis with manymodelr
Rendered fromcorrelations.rmdusingknitr::rmarkdown

Last update: 2025-07-12
Started: 2021-04-17