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modelStudio v3.0.0

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@hbaniecki hbaniecki released this 13 Jul 14:42
· 28 commits to master since this release
  • BREAKING CHANGES:
    • this version requires R >=3.6, DALEX >=2.2.1, ingredients >=2.2.0 and iBreakDown >=2.0.1
    • the deprecated alias modelStudioOptions() is removed from this version of the package; after being deprecated for over a year since v1.1.0. Use the recommended ms_options() instead.
    • added new parameter to modelStudio(): N_sv = 3*N, which by default decreases the number of observations used for the calculation of Shapley Values (rows in data)
    • margin_left = NULL by default and it is adjusted based on the length of variable names
    • the first plot opened in the dashboard is now FI instead of BD by default
  • added the verbose parameter to modelStudio() as an alias to show_info (#101)
  • added new ms_merge_observations() function that merges local explanation of observations from multiple modelStudio objects (#102)