yardstick: Tidy Characterizations of Model Performance
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).
| Version: | 1.3.2 |
| Depends: | R (≥ 3.6.0) |
| Imports: | cli,dplyr (≥ 1.1.0),generics (≥ 0.1.2),hardhat (≥1.3.0),lifecycle (≥ 1.0.3),rlang (≥ 1.1.4),tibble,tidyselect (≥ 1.2.0), utils,vctrs (≥ 0.5.0),withr |
| Suggests: | covr,crayon,ggplot2,knitr,probably (≥ 1.0.0),rmarkdown,survival (≥ 3.5-0),testthat (≥ 3.0.0),tidyr |
| Published: | 2025-01-22 |
| DOI: | 10.32614/CRAN.package.yardstick |
| Author: | Max Kuhn [aut], Davis Vaughan [aut], Emil Hvitfeldt [aut, cre], Posit Software, PBC [cph, fnd] |
| Maintainer: | Emil Hvitfeldt <emil.hvitfeldt at posit.co> |
| BugReports: | https://github.com/tidymodels/yardstick/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/tidymodels/yardstick,https://yardstick.tidymodels.org |
| NeedsCompilation: | yes |
| Materials: | README,NEWS |
| In views: | MachineLearning,Spatial |
| CRAN checks: | yardstick results |
Documentation:
| Reference manual: | yardstick.html ,yardstick.pdf |
| Vignettes: | Grouping behavior in yardstick (source,R code) Metric types (source,R code) Multiclass averaging (source,R code) |
Downloads:
| Package source: | yardstick_1.3.2.tar.gz |
| Windows binaries: | r-devel:yardstick_1.3.2.zip, r-release:yardstick_1.3.2.zip, r-oldrel:yardstick_1.3.2.zip |
| macOS binaries: | r-release (arm64):yardstick_1.3.2.tgz, r-oldrel (arm64):yardstick_1.3.2.tgz, r-release (x86_64):yardstick_1.3.2.tgz, r-oldrel (x86_64):yardstick_1.3.2.tgz |
| Old sources: | yardstick archive |
Reverse dependencies:
Linking:
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