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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.