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auditor  

Model Audit - Verification, Validation, and Error Analysis
View on CRAN: Click here


Download and install auditor package within the R console
Install from CRAN:
install.packages("auditor")

Install from Github:
library("remotes")
install_github("cran/auditor")

Install by package version:
library("remotes")
install_version("auditor", "1.3.5")



Attach the package and use:
library("auditor")
Maintained by
Alicja Gosiewska
[Scholar Profile | Author Map]
First Published: 2018-05-11
Latest Update: 2021-07-26
Description:
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.
How to cite:
Alicja Gosiewska (2018). auditor: Model Audit - Verification, Validation, and Error Analysis. R package version 1.3.5, https://cran.r-project.org/web/packages/auditor. Accessed 06 May. 2025.
Previous versions and publish date:
0.2.0 (2018-05-11 15:06), 0.2.1 (2018-05-13 16:07), 0.3.0 (2018-08-27 23:54), 0.3.1 (2018-09-19 11:50), 1.0.0 (2019-08-31 12:50), 1.1.0 (2019-09-24 09:20), 1.2.0 (2020-02-18 11:40), 1.3.0 (2020-05-28 17:30), 1.3.3 (2021-07-26 20:40)
Other packages that cited auditor R package
View auditor citation profile
Other R packages that auditor depends, imports, suggests or enhances
Complete documentation for auditor
Functions, R codes and Examples using the auditor R package
Some associated functions: audit . auditorData . check_residuals . check_residuals_autocorrelation . check_residuals_outliers . check_residuals_trend . model_cooksdistance . model_evaluation . model_halfnormal . model_performance . model_residual . plot . plotD3 . plotD3_acf . plotD3_autocorrelation . plotD3_cooksdistance . plotD3_halfnormal . plotD3_lift . plotD3_prediction . plotD3_rec . plotD3_residual . plotD3_roc . plotD3_rroc . plotD3_scalelocation . plot_acf . plot_autocorrelation . plot_cooksdistance . plot_correlation . plot_halfnormal . plot_lift . plot_pca . plot_prediction . plot_radar . plot_rec . plot_residual . plot_residual_boxplot . plot_residual_density . plot_roc . plot_rroc . plot_scalelocation . plot_tsecdf . print.auditor_model_cooksdistance . print.auditor_model_evaluation . print.auditor_model_halfnormal . print.auditor_model_performance . print.auditor_model_residual . print.auditor_score . score . score_acc . score_auc . score_auprc . score_cooksdistance . score_dw . score_f1 . score_gini . score_halfnormal . score_mae . score_mse . score_one_minus_acc . score_one_minus_auc . score_one_minus_auprc . score_one_minus_f1 . score_one_minus_gini . score_one_minus_precision . score_one_minus_recall . score_one_minus_specificity . score_peak . score_precision . score_r2 . score_rec . score_recall . score_rmse . score_rroc . score_runs . score_specificity . 
Some associated R codes: audit.R . auditorData.R . check_residuals.R . model_cooksdistance.R . model_evaluation.R . model_halfnormal.R . model_performance.R . model_residual.R . plot.R . plotD3.R . plotD3_acf.R . plotD3_autocorrelation.R . plotD3_cooksdistance.R . plotD3_halfnormal.R . plotD3_lift.R . plotD3_prediction.R . plotD3_rec.R . plotD3_residual.R . plotD3_roc.R . plotD3_rroc.R . plotD3_scalelocation.R . plot_acf.R . plot_autocorrelation.R . plot_cooksdistance.R . plot_correlation.R . plot_halfnormal.R . plot_lift.R . plot_pca.R . plot_prc.R . plot_prediction.R . plot_radar.R . plot_rec.R . plot_residual.R . plot_residual_boxplot.R . plot_residual_density.R . plot_roc.R . plot_rroc.R . plot_scalelocation.R . plot_tsecdf.R . print.R . score.R . score_F1.R . score_acc.R . score_auc.R . score_auprc.R . score_cooksdistance.R . score_dw.R . score_gini.R . score_halfnormal.R . score_mae.R . score_mse.R . score_peak.R . score_precision.R . score_r2.R . score_rec.R . score_recall.R . score_rmse.R . score_rroc.R . score_runs.R . score_specificity.R . support_function_plot.R . support_function_score.R . theme_drwhy.R .  Full auditor package functions and examples
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