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Package: auditor | ||
Title: Model Audit - Verification, Validation, and Error Analysis | ||
Version: 0.2.0 | ||
Version: 0.2.1 | ||
Authors@R: c( | ||
person("Alicja", "Gosiewska", , "[email protected]", role = c("aut", "cre")), | ||
person("Przemyslaw", "Biecek", role = c("aut", "ths")) | ||
|
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# version 0.2.0 - released on CRAN | ||
## 07/05.2019 | ||
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- new plot functions: `plotLift()`, `plotCumulativeGain()`, `plotTwoSidedECDF()`, `plotModelCorrelation()`, `plotResidualDensity()`, `plotModelPCA()`, plotPrediction()`, plotModelRanking()` | ||
- new score functions: `scoreROC()`, `scoreREC()`, `scoreRROC()`, `scoreMSE()`, `scoreRMSE()`, `scoreMAE()` | ||
- function names changes: | ||
- `plotResiduals()` -> `plotResidual()` | ||
- `plotCook()` -> `plotCooksDistance()` | ||
- `scoreCook()` -> `scoreCooksDistance()` | ||
- `variable = NULL` parameter in `scoreDW()`, `scoreRuns()`, plotAutocorrelation()`, `plotACF()` causes the residuals to be not sorted by any variable | ||
- densities in `plotResidualDensity()` may be now separated by variable values | ||
- for function `score()` parameter `score` is renamed into `type` | ||
- new examples | ||
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# version 0.1.1.0000 | ||
## 09/03/2018 | ||
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- function `audit()` has new arguments: `predict.function` and `residual.function`, | ||
- plots are now plotted with `theme_light()`, | ||
- functions for ROC curves (`plotROC`) and their extensions for regression (`plotRROC`, `plotREC`), | ||
- Cheatsheets were added to README. | ||
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# version 0.1.0.0000 | ||
## 18/02/2018 | ||
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Package was rebuilded | ||
- Functions `auditor`, `plot_cooks_dist`, `plot_vif`, `plotAutocorr`, `plotTestGQ`, `testDW`, `testGQ`, `testRuns` were deleted | ||
- New functions: `audit`, `plotScaleLocation`, `plotAutocorrelation`, `plotCook`, `plotResiduals`, `scoreGQ`, `scoreDW`, `scoreRuns`, `scoreCook`, `scoreHalfNormal`. | ||
- New vignette: *Introduction into model audit* | ||
- *The half-normal plots* vignette was updated | ||
- New tests | ||
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# version 0.0.2.0000 | ||
## 23/11/2017 | ||
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- cooks distances, hat values, and vif added to the $ModelAudit$ object | ||
- `plot_cooks_dist` function | ||
- `plot_vif` function | ||
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# version 0.0.1.0000 | ||
## 9/11/2017 | ||
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- Heteroscedasticity of residuals: | ||
- `test_gq` and `plot_test_gq` functions | ||
- Autocorrelation of residuals | ||
- `test_dw`, `test_run`, `plot_autocorr` fucntions | ||
- Reference Manual generated by pkgdown | ||
# auditor 0.2.1 | ||
---------------------------------------------------------------- | ||
* In the source code, function `isFALSE()` is replaced by ` == FALSE` to make package compatible with R versions older than 3.5. |
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