Man pages for arenar
Arena for the Exploration and Comparison of any ML Models
| 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_dataset_attributes | Generates list with attributes of a dataset |
| get_dataset_plots | Internal function for calculating exploratory data anaylysis... |
| get_datasets_list | Generates list of datasets' labels |
| 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... |
| 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_observation_attributes | Generates list with attributes of an observation |
| get_observations_list | Generates list of rownames of each observation from each... |
| get_partial_dependence | Internal function for calculating Partial Dependence |
| get_rec | Internal function for calculating regression error... |
| 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_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 |
| get_variables_list | Generates list of unique variables(without target) from each... |
| 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... |
| 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... |
