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yardstick

Tidy Characterizations of Model Performance

v1.4.0 · Apr 7, 2026 · MIT + file LICENSE

Description

Tidy tools for quantifying how well model fits to a data set such as confusion matrices, class probability curve summaries, and regression metrics (e.g., RMSE).

Downloads

CRAN

39.5K

Last 30 days

571st

142.4K

Last 90 days

643.3K

Last year

Trend: -17.3% (30d vs prior 30d)

r2u CRAN

924

Last 30 days

3.1K

Last 90 days

16.9K

Last year

Trend: -20.3% (30d vs prior 30d)

autoCRAN

7

Last 7 days

16

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

conda-forge CRAN

2.9K

Last 30 days

10.4K

Last 90 days

41.1K

Last year

Trend: -19.7% (30d vs prior 30d)

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 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 1 FAILURE Jun 8, 2026
FAILURE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 7, 2026
NOTE r-devel-linux-x86_64-debian-gcc

R code for possible problems

Fatal error: cannot create 'R_TempDir'
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code intelligence has not been computed for this package yet.

Code

Structure

Lines of code

53,417

Files

418

Compiled share

0.3%

Has compiled src

Yes

Language breakdown

R 18,645 (34.9%)C/C++/src 136 (0.3%)Tests 22,117 (41.4%)Docs 12,044 (22.5%)Vignettes 475 (0.9%)

API

Exported functions

161

Internal functions

448

Recent export changes

v1.4.0+32 check_linear_pred_survival_metric, check_ordered_prob_metric, check_quantile_metric +29 more
v1.3.0+4 demographic_parity, equal_opportunity, equalized_odds +1 more

Testing & CI

Has tests

Yes

Test-to-code ratio

1.19

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

88%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

63.6%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

16

First release

2017-11-12

Latest release

2026-04-07

Avg cadence

196 days

Cold removal rate

100%

Dep drift

28

LOC over versions

v0.0.1: 3,442 LOCv0.0.2: 14,224 LOCv0.0.3: 15,740 LOCv0.0.4: 17,595 LOCv0.0.5: 17,865 LOCv0.0.6: 18,842 LOCv0.0.7: 20,682 LOCv0.0.8: 22,025 LOCv0.0.9: 22,639 LOCv1.0.0: 26,298 LOCv1.1.0: 26,298 LOCv1.2.0: 34,480 LOCv1.3.0: 38,314 LOCv1.3.1: 38,344 LOCv1.3.2: 38,683 LOCv1.4.0: 53,417 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (57)

Dependency Network

Dependencies Reverse dependencies cli dplyr generics hardhat (>= 1.4.3) lifecycle rlang tibble tidyselect vctrs withr CimpleG MLwrap actuary adjROC autostats diceR dtGAP fastTS fastml forestecology h3sdm healthyR.ai ldmppr modeltime modeltime.ensemble +42 more reverse deps yardstick

Version History

17 tracked
updated 1.4.0 ← 1.3.2 diff Apr 7, 2026
new 1.3.2 Mar 10, 2026
updated 1.3.2 ← 1.3.1 diff Jan 22, 2025
updated 1.3.1 ← 1.3.0 diff Mar 20, 2024
updated 1.3.0 ← 1.2.0 diff Jan 18, 2024
updated 1.2.0 ← 1.1.0 diff Apr 20, 2023
updated 1.1.0 ← 1.0.0 diff Sep 7, 2022
updated 1.0.0 ← 0.0.9 diff Jun 5, 2022
updated 0.0.9 ← 0.0.8 diff Nov 21, 2021
updated 0.0.8 ← 0.0.7 diff Mar 27, 2021
updated 0.0.7 ← 0.0.6 diff Jul 12, 2020
updated 0.0.6 ← 0.0.5 diff Mar 16, 2020
updated 0.0.5 ← 0.0.4 diff Jan 22, 2020
updated 0.0.4 ← 0.0.3 diff Aug 26, 2019
updated 0.0.3 ← 0.0.2 diff Mar 7, 2019