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
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