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:
modelgrid_1.1.1.0.tar.gz
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modelgrid_1.1.1.0.tgz(r-4.4-any)modelgrid_1.1.1.0.tgz(r-4.3-any)
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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
caretmachine-learningpredictive-analyticspredictive-modeling
Last updated 6 years agofrom:c392d558e7. Checks:OK: 1 WARNING: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-win | WARNING | Nov 04 2024 |
R-4.5-linux | WARNING | Nov 04 2024 |
R-4.4-win | WARNING | Nov 04 2024 |
R-4.4-mac | WARNING | Nov 04 2024 |
R-4.3-win | WARNING | Nov 04 2024 |
R-4.3-mac | WARNING | Nov 04 2024 |
Exports:%>%add_modelconsolidate_modeledit_modelmodel_gridremove_modelshare_settings
Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Add a model specification to a model grid | add_model |
Consolidate model settings to a complete caret model specification | consolidate_model |
Edit model within a model grid | edit_model |
Pre-allocate an empty model grid | model_grid train.model_grid |
Remove model from model grid | remove_model |
Set shared settings of a model grid | share_settings |