R: Effects and Importances of Model Ingredients

# Effects and Importances of Model Ingredients

## 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