SHAP dependence plot

SHAP value against the value of a single feature, the SHAP analog of a partial-dependence plot. Numeric features use a continuous x-axis; factor or character features fall back to their labels on a discrete axis.

Usage

shap_dependence(x, xvar = NULL, labels = NULL, ...)

Arguments

x

A gg_shap object.

xvar

The variable to plot. When NULL, the top-ranked variable (largest mean absolute SHAP) is used.

labels

Optional variable labels. One of: a named character vector (c(Temp = "Temperature")); a labelled data frame, whose attr(col, "label") values are read; or a two-column key/label data frame. Variables with no label keep their raw name. Defaults to NULL (raw names).

...

Unused.

Value

A ggplot object.

See also

gg_shap plot.gg_shap