breakDown 0.2.0
break_down function identifies inteactions
break_down function supports DALEX explainers
break_down function has complexity O(2p) for models without interactions, much faster than the old version
breakDown 0.1.6
broken.default has now the keep_distributions arguments. If TRUE then the whole distribution of conditional residuals is remebered and avaliable for plotting #17
- small updates in
README.md
breakDown 0.1.5
- small changes in
broken.default to make it work with xgboost and other non data.frame data
broken.lm supports unnormalized coefficients (thanks to Joseph Larmarange) just add predict.function = betas #9
breakDown 0.1.4
broken.default is now model agnostic!
broken.ranger is removed since broken.default is much better
- small fixes in
print and plot functions, a new vigniette for model agnostic plots
breakDown 0.1.3
- small fixes and submission to CRAN
breakDown 0.1.2
broken.lm and broken.glm are now supporting interactions (#7)
print() and plot() functions are now handling different options for rounding via additional arguments digits = 3, rounding_function = round (#8)
breakDown 0.1.1
- the
baseline argument is added to the broken function (#1)
- vignettes for lm and glm models are added (#2)
breakDown 0.1
- waterfall like plots and support for lm models
- waterfall like plots and support for glm models
- HR dataset added