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Preprocessing and Feature Engineering Steps for Modeling

v1.3.2 · Apr 2, 2026 · 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
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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 OK
r-release-macos-x86_64 WARNING
r-release-windows-x86_64 OK
Check details (1 non-OK)
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’

Additional Issues

Check History

WARNING 13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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 (91)

Dependency Network

Dependencies Reverse dependencies dplyr cli clock generics glue gower hardhat ipred lifecycle lubridate magrittr Matrix purrr rlang sparsevctrs +6 more dependencies embed extrasteps important scimo shinyrecipes tdarec textrecipes themis BioMoR CSCNet CimpleG HTRX LLMAgentR MLDataR MLwrap +76 more reverse deps recipes

Version History

updated 1.3.2 ← 1.3.1 diff Apr 2, 2026
new 1.3.1 Mar 10, 2026
updated 1.3.1 ← 1.3.0 diff May 20, 2025
updated 1.3.0 ← 1.2.1 diff Apr 16, 2025
updated 1.2.1 ← 1.2.0 diff Mar 24, 2025
updated 1.2.0 ← 1.1.1 diff Mar 16, 2025
updated 1.1.1 ← 1.1.0 diff Feb 11, 2025
updated 1.1.0 ← 1.0.10 diff Jul 3, 2024
updated 1.0.10 ← 1.0.9 diff Feb 17, 2024
updated 1.0.9 ← 1.0.8 diff Dec 12, 2023
updated 1.0.8 ← 1.0.7 diff Aug 25, 2023
updated 1.0.7 ← 1.0.6 diff Aug 10, 2023
updated 1.0.6 ← 1.0.5 diff Apr 24, 2023
updated 1.0.5 ← 1.0.4 diff Feb 19, 2023
updated 1.0.4 ← 1.0.3 diff Jan 10, 2023
updated 1.0.3 ← 1.0.2 diff Nov 8, 2022
updated 1.0.2 ← 1.0.1 diff Oct 15, 2022
updated 1.0.1 ← 1.0.0 diff Jul 7, 2022
updated 1.0.0 ← 0.2.0 diff Jun 30, 2022
updated 0.2.0 ← 0.1.17 diff Feb 18, 2022