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CRAN release 0.9.0

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@mayer79 mayer79 released this 09 Jun 15:16
· 128 commits to main since this release
d88af20

New features

  • New plot function sv_dependence2D(): x and y coordinates are two features, while their summed SHAP values are shown on the color scale. If interaction = TRUE, SHAP interaction values are shown on the color scale instead. The function is vectorized in x and/or y. This visualization is especially useful for models with geographic components.
  • split(x, f) splits a "shapviz" object x into a "mshapviz" object.

Documentation

  • Slight improvements in help/docu.
  • New vignette on models with geographic components.
  • Added a fantastic house price dataset with about 14,000 houses sold in Miami-Date County, thanks Steven C. Bourassa.

API improvements

  • "mshapviz" object created from multioutput "kernelshap" object retains names.