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