Tidy Characterizations of Model Performance R package yardstick version 1.4.0 CRAN Task View: MachineLearning (https://CRAN.R-project.org/view=MachineLearning) CRAN Task View: Spatial (https://CRAN.R-project.org/view=Spatial) 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). Software Depends: R (>= 4.1) Imports: cli, dplyr (>= 1.1.0), generics (>= 0.1.2), hardhat (>= 1.4.3), lifecycle (>= 1.0.3), rlang (>= 1.1.4), tibble, tidyselect (>= 1.2.0), utils, vctrs (>= 0.5.0), withr Suggests: covr, ggplot2, knitr, probably (>= 1.0.0), rmarkdown, survival (>= 3.5-0), testthat (>= 3.0.0), tidyr Emil Hvitfeldt <emil.hvitfeldt@posit.co> Comprehensive R Archive Network (CRAN) Max Kuhn [aut], Davis Vaughan [aut], Emil Hvitfeldt [aut, cre] (ORCID: <https://orcid.org/0000-0002-0679-1945>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>) MIT + file LICENSE (https://CRAN.R-project.org/package=yardstick/LICENSE) 2026-04-07 application/tgz https://CRAN.R-project.org/package=yardstick doi:10.32614/CRAN.package.yardstick