Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package work for binary classifiers and general regression models.
broken.defaulthas now the
TRUEthen the whole distribution of conditional residuals is remebered and avaliable for plotting #17
broken.defaultto make it work with
xgboostand other non
broken.lmsupports unnormalized coefficients (thanks to Joseph Larmarange) just add
predict.function = betas#9
broken.defaultis now model agnostic!
broken.rangeris removed since
broken.defaultis much better
plotfunctions, a new vigniette for model agnostic plots
broken.glmare now supporting interactions (#7)
plot()functions are now handling different options for rounding via additional arguments
digits = 3,
rounding_function = round(#8)
baselineargument is added to the