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:
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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:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | OK | Oct 25 2024 |
| R-4.5-linux | OK | Oct 25 2024 |
| R-4.4-win | OK | Oct 25 2024 |
| R-4.4-mac | OK | Oct 25 2024 |
| R-4.3-win | OK | Oct 25 2024 |
| R-4.3-mac | OK | Oct 25 2024 |
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.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlme4lubridatemagrittrMASSMatrixMetricsmgcvminqaModelMetricsmunsellnlmenloptrnnetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppEigenrecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Building predictive models with manymodelr
Rendered frommodeling.rmdusingknitr::rmarkdownon Oct 25 2024.Last update: 2021-12-11
Started: 2021-04-17
Extra functions in manymodelr
Rendered frommisc.rmdusingknitr::rmarkdownon Oct 25 2024.Last update: 2021-11-12
Started: 2021-04-17
manymodelr: Build and Tune Several Models
Rendered frommanymodelr_vignette.rmdusingknitr::rmarkdownon Oct 25 2024.Last update: 2021-11-12
Started: 2020-04-19
Correlation Analysis with manymodelr
Rendered fromcorrelations.rmdusingknitr::rmarkdownon Oct 25 2024.Last update: 2021-11-12
Started: 2021-04-17
