Freedom251 › AI Model Explainability Software
auditor
Facts from auditor's own pages
- Analysis
- It supports assessing model goodness of fit and performance, comparing residual similarity, and identifying outliers and influential observations. · modeloriented.github.io, 14 Nov 2026
- Installation
- The site lists CRAN installation and a developer installation from GitHub. · modeloriented.github.io, 14 Nov 2026
- Interactive plots
- Several plot types have interactive versions, including autocorrelation, influence, prediction, REC, and residual plots. · modeloriented.github.io, 14 Nov 2026
- License
- The package is listed under the GPL license. · modeloriented.github.io, 14 Nov 2026
- Model-agnostic methods
- The residual audit vignette says most methods can be used regardless of the expected residual distribution. · modeloriented.github.io, 14 Nov 2026
- Model compatibility
- The site describes the package as usable to validate models of any classes. · modeloriented.github.io, 14 Nov 2026
- Plots
- Available plot types include autocorrelation, influence, lift, model correlation, PCA, ROC, and residual plots. · modeloriented.github.io, 14 Nov 2026
- Prerequisite workflow
- The demonstrated workflow creates an explainer using DALEX before constructing auditor model-residual objects. · modeloriented.github.io, 14 Nov 2026
- Purpose
- auditor is an R package for model-agnostic validation, model comparison, and error analysis. · modeloriented.github.io, 14 Nov 2026
- Regression and classification
- The plot overview marks supported plots for regression and classification; LIFT and ROC are marked classification-only. · modeloriented.github.io, 14 Nov 2026
- Residual analysis
- The residual audit vignette says the package helps answer questions about model fit, relative performance, and model similarity. · modeloriented.github.io, 14 Nov 2026
- Support
- The site directs users to GitHub issues to report bugs. · modeloriented.github.io, 14 Nov 2026
- Validation approach
- Model examination uses diagnostic scores and visual verification. · modeloriented.github.io, 14 Nov 2026
Where auditor stands on Freedom251
- AI Model Explainability Software#5 of 29