NEWS.md

In pbiecek/breakDown: Model Agnostic Explainers for Individual Predictions

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

pbiecek/breakDown documentation built on March 15, 2024, 10:46 a.m.