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Preprocessing and Feature Engineering Steps for Modeling

v1.3.1 · May 21, 2025 · MIT + file LICENSE

Description

A recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.

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CRAN Check Status

1 WARNING

13 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	569.9s
r-devel-linux-x86_64-debian-gcc	OK	346.5s
r-devel-linux-x86_64-fedora-clang	OK	876.6s
r-devel-linux-x86_64-fedora-gcc	OK	940.5s
r-devel-macos-arm64	OK	121s
r-devel-windows-x86_64	OK	559s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	368s
r-oldrel-windows-x86_64	OK	730s
r-patched-linux-x86_64	OK	534.9s
r-release-linux-x86_64	OK	527.5s
r-release-macos-arm64	OK
r-release-macos-x86_64	WARNING	305s
r-release-windows-x86_64	OK	540s

Check details (14 non-OK)

OK r-devel-linux-x86_64-debian-clang

OK r-devel-linux-x86_64-debian-gcc

OK r-devel-linux-x86_64-fedora-clang

OK r-devel-linux-x86_64-fedora-gcc

OK r-devel-macos-arm64

OK r-devel-windows-x86_64

OK r-oldrel-macos-arm64

OK r-oldrel-macos-x86_64

OK r-oldrel-windows-x86_64

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

WARNING r-release-macos-x86_64

Rd files

cannot open the connection
remove_original_cols.Rd: Sections \title, and \name must exist and be unique in Rd files
problems found in ‘reexports.Rd’, ‘remove_original_cols.Rd’

OK r-release-windows-x86_64

Check History

WARNING 13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

WARNING r-release-macos-x86_64

Rd files

cannot open the connection
remove_original_cols.Rd: Sections \title, and \name must exist and be unique in Rd files
problems found in ‘reexports.Rd’, ‘remove_original_cols.Rd’

Reverse Dependencies (88)

depends

embed extrasteps important scimo shinyrecipes tdarec textrecipes themis

imports

BioMoR CSCNet CimpleG HTRX LLMAgentR MLDataR MLwrap MachineShop OptimalBinningWoE actxps autostats bestNormalize caret collinear correlationfunnel cvms easyalluvial fastml finnts healthyR.ai healthyR.ts kerasnip ldmppr manydist modeltime.ensemble modeltime.resample mrIML sae.projection sparseR stabiliser stacks text tidymodels tidysdm tidyspec tidysynthesis timetk tune usemodels viralx workflows

suggests

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Version History

new 1.3.1 Mar 9, 2026