Effects and Importances of Model Ingredients
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Documentation for package ‘ingredients’ version 2.3.0
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 |