Package: caretEnsemble 4.0.1

caretEnsemble: Ensembles of Caret Models

Functions for creating ensembles of caret models: caretList() and caretStack(). caretList() is a convenience function for fitting multiple caret::train() models to the same dataset. caretStack() will make linear or non-linear combinations of these models, using a caret::train() model as a meta-model.

Authors:Zachary A. Deane-Mayer [aut, cre, cph], Jared E. Knowles [ctb], Antón López [ctb]

caretEnsemble_4.0.1.tar.gz
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caretEnsemble.pdf |caretEnsemble.html✨
caretEnsemble/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/zachmayer/caretensemble/issues

On CRAN:

13 exports 226 stars 6.02 score 77 dependencies 2 dependents 8 mentions 744 scripts 3.6k downloads

Last updated 5 days agofrom:6722ffca95. Checks:OK: 7. Indexed: yes.

Exports:as.caretListcaretEnsemblecaretListcaretModelSpeccaretStackdefaultControldefaultMetricextractMetricgreedyMSEgreedyMSE_caretpermutationImportancetuneCheckwtd.sd

Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypatchworkpbapplypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr