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iBreakDown 2.1.2

• force matrix class for cumulative contributions in the calculate_contributions_along_path to prevent iBreakDown breaking for multiclass classification models that return data.frame of probabilities instead of a matrix.

iBreakDown 2.1.1

• consistent theme settings with #541

iBreakDown 2.1

• ensure the path (variable sequence) within each B is unique (not oversampled) #98

iBreakDown 2.0.2

• fixed factor variabe values formatting when new_observation is of class tbl #96

iBreakDown 2.0.1

• add reload argument to plotD3, which by default is FALSE (behavior unchanged); TRUE reloads the plot on resize #89
• fixes explanations when data has one column #93

iBreakDown 1.3.1

• fix issue with text coliding with rectangle #85

iBreakDown 1.2.1

• fix the intercept bar color when baseline is used (now it’s blue)
• add max_vars alias to the plots (unification)

iBreakDown 1.2.0

• fix shap sign column #82
• DALEX is moved to Suggests as in #84

iBreakDown 1.1.1

• doc fix for CRAN

iBreakDown 1.1.0

• plot and plotD3 work now #77
• fix xgboost variable values in break_down_uncertainty() #76
• depend on R v3.5 to comply with DALEX
• plot has now title and subtitle arguments #67

iBreakDown 1.0

• Argument vnames added to plot.break_down to change freely labels
• change cummulative to cumulative #72
• add max_features to plot.break_down_uncertainty()

iBreakDown 0.9.9

• Description of break_down explainer added
• Description of break_down_uncertainty explainer added
• plotD3 for shap added
• chose first row when passing more than one new_observation

iBreakDown 0.9.8

• New version of D3 plots in plotD3().
• Updated color palettes consistent with changes in DALEX 0.4.4

iBreakDown 0.9.6

• Function local_attributions_uncertainty() now supports path = "average" argument and plots shapley values (#29).
• Function local_attributions_uncertainty() is renamed to break_down_uncertainty().
• Function shap() is an alias for break_down_uncertainty().
• binder is removed as it was not used.

iBreakDown 0.9.5

• methodology behind iBreakDown is described on arXiv and linked in the CITATION

iBreakDown 0.9.4

• code refactoring
• added local_attributions_uncertainty() function that measures uncertanity behind additive attributions

iBreakDown 0.9.3

• breakDown2 has changed name to iBreakDown

iBreakDown 0.9.2

• in the local_attributions() function user can force order in which variables shall be presented

iBreakDown 0.9.1

• added plotD3() function, that uses r2d3 package to generate interactive D3 plots

iBreakDown 0.9.0

• Greedy strategies with time complexity O(p^2) are removed.
• iBreakDown is forked from breakDown version 0.2.0

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.