Provides an easy to use unified interface for creating validation plots for any model. The 'auditor' helps to avoid repetitive work consisting of writing code needed to create residual plots. This visualizations allow to asses and compare the goodness of fit, performance, and similarity of models.
| Version: | 0.3.1 |
| Depends: | R (≥ 3.0.0) |
| Imports: | car, factoextra, fdrtool, GGally, ggplot2, ggrepel, gridExtra, hnp, plotROC, ROCR, tseries |
| Suggests: | aods3, breakDown, carData, DALEX, e1071, gamlss, knitr, lme4, MASS, mlbench, randomForest, rmarkdown, testthat, covr |
| Published: | 2018-09-19 |
| Author: | Alicja Gosiewska [aut, cre], Przemyslaw Biecek [aut, ths] |
| Maintainer: | Alicja Gosiewska <alicjagosiewska at gmail.com> |
| BugReports: | https://github.com/MI2DataLab/auditor/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| URL: | https://mi2datalab.github.io/auditor/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | auditor results |
| Reference manual: | auditor.pdf |
| Vignettes: |
Model Evaluation Audit Model Fit Audit Model Performance Audit Model Residuals Audit Observation Influence Audit |
| Package source: | auditor_0.3.1.tar.gz |
| Windows binaries: | r-devel: auditor_0.3.1.zip, r-release: auditor_0.3.1.zip, r-oldrel: auditor_0.3.1.zip |
| OS X binaries: | r-release: auditor_0.3.1.tgz, r-oldrel: auditor_0.3.1.tgz |
| Old sources: | auditor archive |
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