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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.