staccuracy: Standardized Accuracy and Other Model Performance Metrics
Standardized accuracy (staccuracy) is framework for expressing accuracy scores such that 50% represents a reference level of performance and 100% is a perfect prediction. The 'staccuracy' package provides tools for creating staccuracy functions as well as some recommended staccuracy measures. It also provides functions for some classic performance metrics such as mean absolute error (MAE), root mean squared error (RMSE), and area under the receiver operating characteristic curve (AUCROC), as well as their winsorized versions when applicable.
| Version: | 0.2.0 |
| Imports: | cli, dplyr, purrr, rlang, stringr, tidyr |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-11-06 |
| DOI: | 10.32614/CRAN.package.staccuracy |
| Author: | Chitu Okoli  [aut,
cre] |
| Maintainer: | Chitu Okoli <Chitu.Okoli at skema.edu> |
| BugReports: | https://github.com/tripartio/staccuracy/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tripartio/staccuracy, https://tripartio.github.io/staccuracy/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | staccuracy results |
Documentation:
| Reference manual: | staccuracy.pdf |
Downloads:
| Package source: | staccuracy_0.2.0.tar.gz |
| Windows binaries: | r-devel: staccuracy_0.1.0.zip, r-release: staccuracy_0.1.0.zip, r-oldrel: staccuracy_0.1.0.zip |
| macOS binaries: | r-release (arm64): staccuracy_0.2.0.tgz, r-oldrel (arm64): staccuracy_0.2.0.tgz, r-release (x86_64): staccuracy_0.2.0.tgz, r-oldrel (x86_64): staccuracy_0.2.0.tgz |
| Old sources: | staccuracy archive |
Linking:
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