shap.plot.force_plot_bygroup: Make the stack plot, optional to zoom in at certain x or...

Description Usage Arguments Examples

Description

A collective display of zoom-in plots: one plot for every group of the clustered observations.

Usage

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shap.plot.force_plot_bygroup(shapobs, id = "sorted_id", y_parent_limit = NULL)

Arguments

shapobs

The dataset obtained by shap.prep.stack.data.

id

the id variable.

y_parent_limit

set y-axis limits.

Examples

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# **SHAP force plot**
plot_data <- shap.prep.stack.data(shap_contrib = shap_values_iris,
                                  n_groups = 4)
shap.plot.force_plot(plot_data)
shap.plot.force_plot(plot_data,  zoom_in_group = 2)

# plot all the clusters:
shap.plot.force_plot_bygroup(plot_data)

SHAPforxgboost documentation built on March 28, 2021, 9:06 a.m.