recipes
Preprocessing and Feature Engineering Steps for Modeling
v1.3.3
·
May 30, 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
13
OK
Show all 13 flavors
| Flavor | Status |
|---|---|
| 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-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 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 19, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 17, 2026
WARNING
r-oldrel-windows-x86_64
for unstated dependencies in ‘tests’
Warning: unable to access index for repository https://bioconductor.org/packages/3.22/bioc/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/bioc/src/contrib/PACKAGES' Warning: unable to access index for repository https://biocon ...[truncated]... 2/data/annotation/src/contrib/PACKAGES' Warning: unable to access index for repository https://bioconductor.org/packages/3.22/data/experiment/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/data/experiment/src/contrib/PACKAGES'
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
ERROR
r-devel-linux-x86_64-debian-gcc
tests
Running ‘testthat.R’ [184s/210s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> library(testthat)
> library(recipes)
Loading required package: dplyr
Attaching package: 'dplyr'
The following objects are masked from
...[truncated]...
. └─evaluate:::watchout(...)
7. └─evaluate:::local_persistent_sink_connection(debug, frame)
8. └─base::file("", "w+b")
[ FAIL 7 | WARN 24 | SKIP 696 | PASS 2671 ]
Error:
! Test failures.
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 8, 2026
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 (97)
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Dependency Network
Version History
39 tracked
new
1.3.1
Mar 10, 2026