Effects and Importances of Model Ingredients

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Documentation for package ‘ingredients’ version 2.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

accumulated_dependence	Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependence.ceteris_paribus_explainer	Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependence.default	Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependence.explainer	Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependency	Accumulated Local Effects Profiles aka ALEPlots
aggregate_profiles	Aggregates Ceteris Paribus Profiles
bind_plots	Bind Multiple ggplot Objects
calculate_oscillations	Calculate Oscillations for Ceteris Paribus Explainer
calculate_variable_profile	Internal Function for Individual Variable Profiles
calculate_variable_profile.default	Internal Function for Individual Variable Profiles
calculate_variable_split	Internal Function for Split Points for Selected Variables
calculate_variable_split.default	Internal Function for Split Points for Selected Variables
ceteris_paribus	Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus.default	Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus.explainer	Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus_2d	Ceteris Paribus 2D Plot
cluster_profiles	Cluster Ceteris Paribus Profiles
conditional_dependence	Conditional Dependence Profiles
conditional_dependence.ceteris_paribus_explainer	Conditional Dependence Profiles
conditional_dependence.default	Conditional Dependence Profiles
conditional_dependence.explainer	Conditional Dependence Profiles
conditional_dependency	Conditional Dependence Profiles
describe	Natural language description of feature importance explainer
describe.ceteris_paribus_explainer	Natural language description of feature importance explainer
describe.feature_importance_explainer	Natural language description of feature importance explainer
describe.partial_dependence_explainer	Natural language description of feature importance explainer
feature_importance	Feature Importance
feature_importance.default	Feature Importance
feature_importance.explainer	Feature Importance
local_dependency	Conditional Dependence Profiles
partial_dependence	Partial Dependence Profiles
partial_dependence.ceteris_paribus_explainer	Partial Dependence Profiles
partial_dependence.default	Partial Dependence Profiles
partial_dependence.explainer	Partial Dependence Profiles
partial_dependency	Partial Dependence Profiles
plot.aggregated_profiles_explainer	Plots Aggregated Profiles
plot.ceteris_paribus_2d_explainer	Plot Ceteris Paribus 2D Explanations
plot.ceteris_paribus_explainer	Plots Ceteris Paribus Profiles
plot.ceteris_paribus_oscillations	Plot Ceteris Paribus Oscillations
plot.feature_importance_explainer	Plots Feature Importance
plotD3	Plots Ceteris Paribus Profiles in D3 with r2d3 Package.
plotD3.aggregated_profiles_explainer	Plots Aggregated Ceteris Paribus Profiles in D3 with r2d3 Package.
plotD3.ceteris_paribus_explainer	Plots Ceteris Paribus Profiles in D3 with r2d3 Package.
plotD3.feature_importance_explainer	Plot Feature Importance Objects in D3 with r2d3 Package.
print.aggregated_profiles_explainer	Prints Aggregated Profiles
print.ceteris_paribus_explainer	Prints Individual Variable Explainer Summary
print.feature_importance_explainer	Print Generic for Feature Importance Object
select_neighbours	Select Subset of Rows Closest to a Specified Observation
select_sample	Select Subset of Rows
show_aggregated_profiles	Adds a Layer with Aggregated Profiles
show_observations	Adds a Layer with Observations to a Profile Plot
show_profiles	Adds a Layer with Profiles
show_residuals	Adds a Layer with Residuals to a Profile Plot
show_rugs	Adds a Layer with Rugs to a Profile Plot