Package: manymodelr 0.3.8.9000
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) <arxiv:1405.6974>.
Authors:
manymodelr_0.3.8.9000.tar.gz
manymodelr_0.3.8.9000.zip(r-4.5)manymodelr_0.3.8.9000.zip(r-4.4)manymodelr_0.3.8.9000.zip(r-4.3)
manymodelr_0.3.8.9000.tgz(r-4.4-any)manymodelr_0.3.8.9000.tgz(r-4.3-any)
manymodelr_0.3.8.9000.tar.gz(r-4.5-noble)manymodelr_0.3.8.9000.tar.gz(r-4.4-noble)
manymodelr_0.3.8.9000.tgz(r-4.4-emscripten)manymodelr_0.3.8.9000.tgz(r-4.3-emscripten)
manymodelr.pdf |manymodelr.html✨
manymodelr/json (API)
NEWS
| # 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
- yields - Plant yields
analysis-of-varianceanovacorrelationcorrelation-coefficientgeneralized-linear-modelsgradient-boosting-decision-treesknn-classificationlinear-modelslinear-regressionmachine-learningmissing-valuesmodelsr-programmingrandom-forest-algorithmregression-models
Last updated 3 years agofrom:29c73d4c55. Checks:7 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 23 2025 |
| R-4.5-win | OK | Jan 23 2025 |
| R-4.5-linux | OK | Jan 23 2025 |
| R-4.4-win | OK | Jan 23 2025 |
| R-4.4-mac | OK | Jan 23 2025 |
| R-4.3-win | OK | Jan 23 2025 |
| R-4.3-mac | OK | Jan 23 2025 |
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:bootcaretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlme4lubridatemagrittrMASSMatrixMetricsmgcvminqaModelMetricsmunsellnlmenloptrnnetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackrecipesreformulasreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Building predictive models with manymodelr
Rendered frommodeling.rmdusingknitr::rmarkdownon Jan 23 2025.Last update: 2021-12-11
Started: 2021-04-17
Extra functions in manymodelr
Rendered frommisc.rmdusingknitr::rmarkdownon Jan 23 2025.Last update: 2021-11-12
Started: 2021-04-17
manymodelr: Build and Tune Several Models
Rendered frommanymodelr_vignette.rmdusingknitr::rmarkdownon Jan 23 2025.Last update: 2021-11-12
Started: 2020-04-19
Correlation Analysis with manymodelr
Rendered fromcorrelations.rmdusingknitr::rmarkdownon Jan 23 2025.Last update: 2021-11-12
Started: 2021-04-17
