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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.
Health stats visible at Monitor.