break_downfunction identifies inteactionsbreak_downfunction supports DALEX explainersbreak_downfunction has complexity O(2p) for models without interactions, much faster than the old version
broken.defaulthas now thekeep_distributionsarguments. IfTRUEthen the whole distribution of conditional residuals is remebered and avaliable for plotting #17- small updates in
README.md
- small changes in
broken.defaultto make it work withxgboostand other nondata.framedata broken.lmsupports unnormalized coefficients (thanks to Joseph Larmarange) just addpredict.function = betas#9
broken.defaultis now model agnostic!broken.rangeris removed sincebroken.defaultis much better- small fixes in
printandplotfunctions, a new vigniette for model agnostic plots
- small fixes and submission to CRAN
broken.lmandbroken.glmare now supporting interactions (#7)print()andplot()functions are now handling different options for rounding via additional argumentsdigits = 3,rounding_function = round(#8)
- the
baselineargument is added to thebrokenfunction (#1) - vignettes for lm and glm models are added (#2)
- waterfall like plots and support for lm models
- waterfall like plots and support for glm models
- HR dataset added