Changes in version 2.1.2 (2023-12-01) - 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. Changes in version 2.1.1 - consistent theme settings with #541 Changes in version 2.1 - ensure the path (variable sequence) within each B is unique (not oversampled) #98 Changes in version 2.0.2 - fixed factor variabe values formatting when new_observation is of class tbl #96 Changes in version 2.0.1 (2021-05-07) - 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 Changes in version 1.3.1 (2020-07-29) - fix issue with text coliding with rectangle #85 Changes in version 1.2.1 - fix the intercept bar color when baseline is used (now it's blue) - add max_vars alias to the plots (unification) Changes in version 1.2.0 (2020-04-20) - fix shap sign column #82 - DALEX is moved to Suggests as in #84 Changes in version 1.1.1 (2020-04-15) - doc fix for CRAN Changes in version 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 Changes in version 1.0 (2020-02-18) - Argument vnames added to plot.break_down to change freely labels - change cummulative to cumulative #72 - add max_features to plot.break_down_uncertainty() Changes in version 0.9.9 (2019-08-26) - 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 Changes in version 0.9.8 - New version of D3 plots in plotD3(). - Updated color palettes consistent with changes in DALEX 0.4.4 Changes in version 0.9.6 (2019-04-30) - 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. Changes in version 0.9.5 (2019-04-04) - methodology behind iBreakDown is described on arXiv and linked in the CITATION Changes in version 0.9.4 - code refactoring - added local_attributions_uncertainty() function that measures uncertanity behind additive attributions Changes in version 0.9.3 - breakDown2 has changed name to iBreakDown Changes in version 0.9.2 - in the local_attributions() function user can force order in which variables shall be presented Changes in version 0.9.1 - added plotD3() function, that uses r2d3 package to generate interactive D3 plots Changes in version 0.9.0 - Greedy strategies with time complexity O(p^2) are removed. - iBreakDown is forked from breakDown version 0.2.0