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.