All functions

add_shap()

DEPRECATED

flashlight()

Create or Update a flashlight

is.flashlight() is.multiflashlight() is.light() is.light_performance() is.light_performance_multi() is.light_importance() is.light_importance_multi() is.light_breakdown() is.light_breakdown_multi() is.light_ice() is.light_ice_multi() is.light_profile() is.light_profile_multi() is.light_profile2d() is.light_profile2d_multi() is.light_effects() is.light_effects_multi() is.shap() is.light_scatter() is.light_scatter_multi() is.light_global_surrogate() is.light_global_surrogate_multi()

Check functions for flashlight Classes

light_breakdown()

Variable Contribution Breakdown for Single Observation

light_check()

Check flashlight

light_combine()

Combine Objects

light_effects()

Combination of Response, Predicted, Partial Dependence, and ALE profiles.

light_global_surrogate()

Global Surrogate Tree

light_ice()

Individual Conditional Expectation (ICE)

light_importance()

Permutation Variable Importance

light_interaction()

Interaction Strength

light_performance()

Model Performance of Flashlight

light_profile()

Partial Dependence and other Profiles

light_profile2d()

2D Partial Dependence and other 2D Profiles

light_recode() light_recode()

DEPRECATED

light_scatter()

Scatter Plot Data

most_important()

Most Important Variables.

multiflashlight()

Create or Update a multiflashlight

plot(<light_breakdown>)

Visualize Variable Contribution Breakdown for Single Observation

plot(<light_effects>)

Visualize Multiple Types of Profiles Together

plot(<light_global_surrogate>)

Plot Global Surrogate Trees

plot(<light_ice>)

Visualize ICE profiles

plot(<light_importance>)

Visualize Variable Importance

plot(<light_performance>)

Visualize Model Performance

plot(<light_profile>)

Visualize Profiles, e.g. Partial Dependence

plot(<light_profile2d>)

Visualize 2D-Profiles, e.g., of Partial Dependence

plot(<light_scatter>)

Scatter Plot

plot_counts()

DEPRECATED

predict(<flashlight>)

Predictions for flashlight

predict(<multiflashlight>)

Predictions for multiflashlight

print(<flashlight>)

Prints a flashlight

print(<light>)

Prints light Object

print(<multiflashlight>)

Prints a multiflashlight

residuals(<flashlight>)

Residuals for flashlight

residuals(<multiflashlight>)

Residuals for multiflashlight

response()

Response of multi/-flashlight