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break_down
function identifies inteactionsbreak_down
function supports DALEX explainersbreak_down
function has complexity O(2p) for models
without interactions, much faster than the old versionbroken.default
has now the
keep_distributions
arguments. If TRUE
then the
whole distribution of conditional residuals is remebered and avaliable
for plotting #17README.md
broken.default
to make it work with
xgboost
and other non data.frame
databroken.lm
supports unnormalized coefficients (thanks to
Joseph Larmarange) just add predict.function = betas
#9broken.default
is now model agnostic!broken.ranger
is removed since
broken.default
is much betterprint
and plot
functions, a
new vigniette for model agnostic plotsbroken.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)baseline
argument is added to the
broken
function (#1)These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.