API for healthcareai
Tools for Healthcare Machine Learning
| Global functions | |
|---|---|
| %>% | Man page |
| .onAttach | Source code |
| Mode | Man page Source code |
| `[.model_list` | Source code |
| add_SAM_utility_cols | Man page Source code |
| add_best_levels | Man page Source code |
| add_groups | Source code |
| add_refs | Source code |
| as.model_list | Man page Source code |
| attach_session_info | Source code |
| bake.step_add_levels | Source code |
| bake.step_date_hcai | Source code |
| bake.step_dummy_hcai | Source code |
| bake.step_locfimpute | Source code |
| bake.step_missing | Source code |
| build_connection_string | Man page Source code |
| build_one_level_df | Man page Source code |
| calculate_bounds | Source code |
| catalyst_test_deploy_in_prod | Man page Source code |
| change_metric_names | Source code |
| character_in_quo | Source code |
| check_metric | Source code |
| check_models | Source code |
| check_outcome | Source code |
| check_params | Source code |
| check_rec_obj | Source code |
| check_training_time | Source code |
| check_variable_direction | Source code |
| choose_static_values | Source code |
| choose_values | Source code |
| choose_variables | Source code |
| choose_vi_model | Source code |
| control_chart | Man page Source code |
| convert_date_cols | Man page Source code |
| convert_to_circular | Source code |
| create_varying_df | Source code |
| db_read | Man page Source code |
| dfs_compatible | Source code |
| evaluate | Man page Source code |
| evaluate.model_list | Man page Source code |
| evaluate.predicted_df | Man page Source code |
| evaluate_classification | Man page Source code |
| evaluate_multiclass | Man page Source code |
| evaluate_regression | Man page Source code |
| explore | Man page Source code |
| extract_model_info | Source code |
| find_0_1_cols | Source code |
| find_columns_to_ignore | Source code |
| find_date_cols | Source code |
| find_mostly_missing_cols | Source code |
| find_new_levels | Source code |
| find_new_missingness | Source code |
| find_unique_columns | Source code |
| flash_models | Man page Source code |
| format_new_levels | Source code |
| format_tune | Source code |
| get_best_levels | Man page |
| get_classes_sorted | Source code |
| get_cutoffs | Man page Source code |
| get_date_features | Source code |
| get_factor_levels | Source code |
| get_hyperparameter_defaults | Man page Source code |
| get_metric_names | Source code |
| get_oof_predictions | Source code |
| get_original_data | Source code |
| get_pred_summary | Source code |
| get_random_hyperparameters | Man page Source code |
| get_recipe_step | Source code |
| get_supported_model_classes | Source code |
| get_supported_models | Man page Source code |
| get_thresholds | Man page Source code |
| get_variable_importance | Man page Source code |
| group_strat_split | Source code |
| hcai_impute | Man page Source code |
| healthcareai | Man page |
| hyperparameters | Man page |
| impute | Man page Source code |
| interpret | Man page Source code |
| is.classification_list | Man page |
| is.model_list | Man page |
| is.multiclass_list | Man page |
| is.predicted_df | Man page Source code |
| is.regression_list | Man page |
| list_variables | Source code |
| load_models | Man page Source code |
| log_predictions | Source code |
| machine_learn | Man page Source code |
| make_na | Man page Source code |
| map_variables | Source code |
| missing_check | Source code |
| missingness | Man page Source code |
| models | Man page |
| models_supported | Man page |
| ord2fac | Source code |
| order_models | Source code |
| parse_safe_n_quiet | Source code |
| permute_process_variables | Man page Source code |
| pima_diabetes | Man page |
| pima_meds | Man page |
| pip | Man page Source code |
| pivot | Man page Source code |
| plot.explore_df | Man page Source code |
| plot.interpret | Man page Source code |
| plot.missingness | Man page Source code |
| plot.model_list | Man page Source code |
| plot.predicted_df | Man page Source code |
| plot.thresholds_df | Man page |
| plot.variable_importance | Man page Source code |
| plot_classification_predictions | Man page Source code |
| plot_multiclass_predictions | Man page Source code |
| plot_regression_predictions | Man page Source code |
| predict.model_list | Man page Source code |
| predict_model_list_main | Source code |
| prep.step_add_levels | Source code |
| prep.step_date_hcai | Source code |
| prep.step_dummy_hcai | Source code |
| prep.step_locfimpute | Source code |
| prep.step_missing | Source code |
| prep_data | Man page Source code |
| print.hcai_imputed_df | Source code |
| print.interpret | Source code |
| print.missingness | Source code |
| print.model_list | Source code |
| print.predicted_df | Source code |
| print.step_add_levels | Source code |
| print.step_date_hcai | Source code |
| print.step_dummy_hcai | Source code |
| print.step_locfimpute | Source code |
| print.step_missing | Source code |
| ready_with_prep | Source code |
| reexports | Man page |
| remove_ignored | Source code |
| remove_prohibited | Source code |
| rename_with_counts | Man page Source code |
| safe_n_quiet | Source code |
| save_models | Man page Source code |
| select_not | Source code |
| separate_drgs | Man page Source code |
| set_default_metric | Source code |
| set_inital_telemetry | Source code |
| set_model_class | Source code |
| set_outcome_class | Source code |
| setup_train_control | Source code |
| setup_training | Source code |
| skip_on_not_appveyor | Source code |
| split_train_test | Man page Source code |
| start_prod_logs | Man page Source code |
| step_add_levels | Man page Source code |
| step_add_levels_new | Source code |
| step_date_hcai | Man page Source code |
| step_date_hcai_new | Source code |
| step_dummy_hcai | Man page Source code |
| step_dummy_hcai_new | Source code |
| step_locfimpute | Man page Source code |
| step_locfimpute_new | Source code |
| step_missing | Man page Source code |
| step_missing_new | Source code |
| stop_prod_logs | Man page Source code |
| summary.missingness | Man page Source code |
| summary.model_list | Source code |
| supported_models | Man page |
| test_presence | Source code |
| tidy | Man page |
| tidy.step_add_levels | Man page Source code |
| tidy.step_date_hcai | Man page Source code |
| tidy.step_dummy_hcai | Man page Source code |
| tidy.step_locfimpute | Man page Source code |
| tidy.step_missing | Man page Source code |
| train_models | Source code |
| translate_model_names | Source code |
| trunc_char | Source code |
| tune_models | Man page Source code |
| update_telemetry | Source code |
| warn_new_levels | Source code |
