calculate_subsets_performance |
Internal function for calculating data for funnel plot |
create_arena |
Creates arena object |
get_accumulated_dependence |
Internal function for calculating Accumulated Dependence |
get_attributes |
Returns attributes for all params |
get_break_down |
Internal function for calculating Break Down |
get_ceteris_paribus |
Internal function for calculating Ceteris Paribus |
get_datasets_list |
Generates list of datasets' labels |
get_dataset_attributes |
Generates list with attributes of a dataset |
get_dataset_plots |
Internal function for calculating exploratory data anaylysis plots |
get_fairness |
Internal function for calculating fairness |
get_feature_importance |
Internal function for calculating feature importance |
get_funnel_measure |
Internal function for calculating funnel measure |
get_global_plots |
Internal function for calculating global plots |
get_json_structure |
Prepare object ready to change into json |
get_local_plots |
Internal function for calculating local plots for all observations |
get_message_output |
Internal function for returning message as plot data |
get_metrics |
Internal function for calculating model performance metrics |
get_model_attributes |
Generates list with attributes of a model |
get_observations_list |
Generates list of rownames of each observation from each batch |
get_observation_attributes |
Generates list with attributes of an observation |
get_partial_dependence |
Internal function for calculating Partial Dependence |
get_rec |
Internal function for calculating regression error characteristic |
get_roc |
Internal function for calculating receiver operating curve |
get_shap_values |
Internal function for calculating Shapley Values |
get_subsets_performance |
Internal function for calculating subset performance |
get_variables_list |
Generates list of unique variables(without target) from each explainer and dataset |
get_variable_against_another |
Internal function for variable against another plot |
get_variable_attributes |
Generates list with attributes of an variable |
get_variable_distribution |
Internal function for variable distribution |
print.arena_live |
Prints live arena summary |
print.arena_static |
Prints static arena summary |
push_dataset |
Adds new datasets to Arena |
push_model |
Adds model to arena |
push_observations |
Adds new observations to arena |
run_server |
Run server providing data for live Arena |
save_arena |
Save generated json file from static arena |
split_multiclass_explainer |
Splits multiclass explainer into multiple classification explainers |
truncate_vector |
Internal function for pretty truncationg params list |
upload_arena |
Upload generated json file from static arena |
validate_new_dataset |
Checks if it is safe do add new dataset to the arena object |
validate_new_model |
Checks if it is safe do add a new model to the arena object |
validate_new_observations |
Checks if it is safe do add new observations to the arena object |