yardstick: Tidy Characterizations of Model Performance (original) (raw)
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: | 1.3.1 |
|---|---|
| Depends: | R (≥ 3.6.0) |
| Imports: | cli, dplyr (≥ 1.1.0), generics (≥ 0.1.2), hardhat (≥ 1.3.0), lifecycle (≥ 1.0.3), rlang (≥ 1.1.0), 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: | 2024-03-21 |
| 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 + file |
| URL: | https://github.com/tidymodels/yardstick,https://yardstick.tidymodels.org |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| In views: | Spatial |
| CRAN checks: | yardstick results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: | adjROC, autostats, diceR, fastTS, forestecology, healthyR.ai, modeltime, modeltime.ensemble, modeltime.resample, probably, shinymodels, srlTS, text, tidyfit, tidymodels, tidysdm, treeheatr, trendeval, tune, vip, waywiser |
|---|---|
| Reverse suggests: | baguette, brulee, EZtune, FCPS, finetune, garma, rTwig, spatialsample, stacks, tabnet, TidyConsultant, tidydann, tidyposterior, vetiver, workflowsets |
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