NEWS.md

In MI2DataLab/auditor: Model Audit - Verification, Validation, and Error Analysis

auditor 1.3.5

• removed Unicode characters from plot names (as requested by CRAN)
• fixed two instances of class(x) == "sth" instead of inherits

auditor 1.3.4 - developer version

• more stable AUC computation #157

auditor 1.3.3

• updated documentation

auditor 1.3.1

• bugfix: score_auc()
• add spellcheck
• fix spelling
• markdown added to suggests

auditor 1.3.0

• new default color palette DALEX::colors_discrete_drwhy
• depend on R v3.5 to comply with DALEX
• Allow for some deprecated names in plot() function, to make it compatible with the paper auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics in The R Journal,
• add arrow_size to plot_pca and increase the default width value to 2
• add show_rugs to plot_residual_density which allows to hide the rugs layer
• add score_auprc which calculates the AUPRC measure
• add plot_prc which plots the Precision-Recall Curve
• use stringsAsFactors=TRUE when creating data.frame in model_*() functions
• add coord_fixed to plot_coord_fixed
• add predict_funcion and residual_function to audit function

auditor 1.2.0

• Change score parameter to type in score() function
• Fix a bug in calculating Cook's distances
• Fix a bug in plotting Lift Charts

auditor 1.1.1

• Add data and cutoff parameter to several score_x functions.
• Add score_gini, score_one_minus_gini, and score_r2 functions

auditor 1.1.0

• Szymon Maksymiuk is now contributor
• New score functions: score_acc, score_f1, score_precision, score_recall, score_specificity, score_one_minus_acc, score_one_minus_auc, score_one_minus_f1, score_one_minus_precision, score_one_minus_specificity, score_one_minus_recall

auditor 1.0.0

• Tomasz Mikołajczyk, Hubert Baniecki, and Michał Burdukiewicz are now contributors :)
• New names of functions #95, the old ones are now depreciated.
• All plots gained new drWhy theme.
• modelEvaluation() return one consistent data frame.
• Unnecessary Imports and Suggests removed from DESCRIPTION.
• Interactive D3 plots were added.
• Repository with the auditor package was moved to new GitHub organization (ModelOriented).

auditor 0.3.2

• Automated checks for residuals are added. See the check_residuals() function.

auditor 0.3.1

• Repository with the auditor package was moved to new GitHub organization (MI^2 DataLab).

auditor 0.3.0

• New five vignettes with examples.
• Second pipeline with new computational functions: modelResiduals(), modelEvaluation(), modelFit(), modelPerformance(), observationInfluence().
• New plot: plotResidualBoxplot()

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.

MI2DataLab/auditor documentation built on Nov. 5, 2023, 4:20 p.m.