API for BORG
Bounded Outcome Risk Guard for Model Evaluation
| Global functions | |
|---|---|
| .check_cv_leak | Source code |
| .check_feature_engineering | Source code |
| .check_hpo_validation | Source code |
| .check_param_leak | Source code |
| .check_rolling_features | Source code |
| .check_spatial_autocorrelation | Source code |
| .check_step_means | Source code |
| .check_step_sds | Source code |
| .check_target_leakage | Source code |
| .check_threshold_selection | Source code |
| .compute_power | Source code |
| .decompose_caret_train | Source code |
| .decompose_list_pipeline | Source code |
| .decompose_tidymodels_workflow | Source code |
| .detect_correlation_leakage | Source code |
| .get_train_data | Source code |
| .inspect_caret_train | Source code |
| .inspect_data_frame | Source code |
| .inspect_generic | Source code |
| .inspect_glm | Source code |
| .inspect_lightgbm | Source code |
| .inspect_lm | Source code |
| .inspect_mlr3_learner | Source code |
| .inspect_mlr3_resample_result | Source code |
| .inspect_mlr3_resampling | Source code |
| .inspect_mlr3_task | Source code |
| .inspect_nested_cv | Source code |
| .inspect_nested_cv_caret | Source code |
| .inspect_nested_cv_tune | Source code |
| .inspect_parsnip | Source code |
| .inspect_prcomp | Source code |
| .inspect_preProcess | Source code |
| .inspect_ranger | Source code |
| .inspect_recipe | Source code |
| .inspect_rset | Source code |
| .inspect_rsplit | Source code |
| .inspect_trainControl | Source code |
| .inspect_tune_results | Source code |
| .inspect_vfold_cv | Source code |
| .inspect_workflow | Source code |
| .inspect_xgboost | Source code |
| .is_trainControl | Source code |
| .make_borg_risk | Source code |
| .min_detectable_effect | Source code |
| .new_risk | Source code |
| .point_in_polygon | Source code |
| .power_recommendation | Source code |
| .replace_preprocess | Source code |
| .resolve_strata | Source code |
| .rewrite_encoding | Source code |
| .rewrite_imputation | Source code |
| .rewrite_normalization | Source code |
| .rewrite_pca | Source code |
| .rewrite_preprocessing | Source code |
| .rewrite_recipe_on_train | Source code |
| .rewrite_threshold | Source code |
| .rsample_initial_split | Source code |
| .rsample_vfold_cv | Source code |
| BORG | Man page |
| BORG-package | Man page |
| BorgDiagnosis | Man page |
| BorgDiagnosis-class | Man page |
| BorgRisk | Man page |
| BorgRisk-class | Man page |
| `%||%` | Source code |
| as.data.frame.BorgDiagnosis | Man page Source code |
| as.data.frame.BorgRisk | Man page Source code |
| audit_importance | Man page Source code |
| audit_predictions | Man page Source code |
| borg | Man page Source code |
| borg-wrappers | Man page |
| borg_assimilate | Man page Source code |
| borg_auto_check | Man page Source code |
| borg_certificate | Man page Source code |
| borg_compare_cv | Man page Source code |
| borg_cv | Man page Source code |
| borg_diagnose | Man page Source code |
| borg_export | Man page Source code |
| borg_group_vfold_cv | Man page Source code |
| borg_initial_split | Man page Source code |
| borg_inspect | Man page Source code |
| borg_options | Man page Source code |
| borg_pipeline | Man page Source code |
| borg_power | Man page Source code |
| borg_register_hooks | Man page Source code |
| borg_trainControl | Man page Source code |
| borg_unregister_hooks | Man page Source code |
| borg_validate | Man page Source code |
| borg_vfold_cv | Man page Source code |
| checkDuplicateRows | Source code |
| checkGroupOverlap | Source code |
| checkIndexOverlap | Source code |
| checkTemporalOrder | Source code |
| computeCorrelation | Source code |
| compute_distance_matrix | Source code |
| compute_effective_n_spatial | Source code |
| compute_icc | Source code |
| compute_metric | Source code |
| compute_morans_i | Source code |
| convert_to_caret | Source code |
| convert_to_mlr3 | Source code |
| convert_to_rsample | Source code |
| cv_leakage_report | Man page Source code |
| determine_severity | Source code |
| diagnose_clustered | Source code |
| diagnose_spatial | Source code |
| diagnose_temporal | Source code |
| estimate_inflation | Source code |
| estimate_spatial_range | Source code |
| evaluate_cv_folds | Source code |
| format_comparison_summary | Source code |
| format_p_value | Source code |
| generate_group_folds | Source code |
| generate_methods_text | Source code |
| generate_random_folds | Source code Source code |
| generate_spatial_block_folds | Source code |
| generate_spatial_group_folds | Source code |
| generate_spatial_temporal_folds | Source code |
| generate_temporal_block_folds | Source code |
| generate_temporal_expanding_folds | Source code |
| generate_temporal_group_folds | Source code |
| generate_temporal_sliding_folds | Source code |
| json_serialize | Source code |
| plot.BorgRisk | Man page Source code |
| plot.borg_comparison | Man page Source code |
| plot.borg_result | Man page Source code |
| plot_groups_internal | Source code |
| plot_risk_internal | Source code |
| plot_spatial_internal | Source code |
| plot_split_internal | Source code |
| plot_temporal_internal | Source code |
| print.borg_certificate | Source code |
| print.borg_comparison | Source code |
| print.borg_cv | Source code |
| print.borg_cv_report | Man page Source code |
| print.borg_pipeline | Source code |
| print.borg_power | Source code |
| print.borg_result | Source code |
| recommend_cv_strategy | Source code |
| show,BorgDiagnosis-method | Man page |
| show,BorgRisk-method | Man page |
| summary.BorgDiagnosis | Man page Source code |
| summary.BorgRisk | Man page Source code |
| summary.borg_comparison | Source code |
| summary.borg_cv | Man page Source code |
| summary.borg_pipeline | Man page Source code |
| summary.borg_power | Man page Source code |
| summary.borg_result | Man page Source code |
| validate_existing_split | Source code |
| write_json_simple | Source code |
| write_yaml_simple | Source code |
| yaml_serialize | Source code |
