API for bioLeak
Leakage-Safe Modeling and Auditing for Genomic and Clinical Data
| Global functions | |
|---|---|
| .align_by_ids | Source code |
| .auc_rank | Source code |
| .bio_as_leaksplits_from_rsample | Source code |
| .bio_capture_provenance | Man page Source code |
| .bio_get_meta | Source code |
| .bio_get_x | Source code |
| .bio_get_y | Source code |
| .bio_hash_indices | Source code |
| .bio_is_binomial | Source code |
| .bio_is_classification | Source code |
| .bio_is_multiclass | Source code |
| .bio_is_recipe | Source code |
| .bio_is_regression | Source code |
| .bio_is_rsample | Source code |
| .bio_is_rset | Source code |
| .bio_is_rsplit | Source code |
| .bio_is_se | Source code |
| .bio_is_strict | Source code |
| .bio_is_survival | Source code |
| .bio_is_workflow | Source code |
| .bio_is_yardstick_metric | Source code |
| .bio_leakage_taxonomy | Source code |
| .bio_make_combined_splits | Source code |
| .bio_make_rsplit | Source code |
| .bio_mechanism_summary | Source code |
| .bio_perm_mode | Source code |
| .bio_recipe_is_trained | Source code |
| .bio_recipe_step_label | Source code |
| .bio_resolve_fold_indices | Source code |
| .bio_rsample_col_name | Source code |
| .bio_rsample_split_cols | Source code |
| .bio_rsplit_indices | Source code |
| .bio_signal_policy | Source code |
| .bio_stop | Source code |
| .bio_strict_checks | Source code |
| .bio_symbol | Source code |
| .bio_time_series_train_indices | Source code |
| .bio_validate_recipe_graph | Source code |
| .bio_validate_workflow_graph | Source code |
| .bio_validation_mode | Source code |
| .bio_warn | Source code |
| .bio_workflow_is_trained | Source code |
| .chisq_assoc | Source code |
| .chisq_assoc_soft | Source code |
| .cindex_pairwise | Source code |
| .cindex_survival | Source code |
| .circular_block_permute | Man page Source code |
| .cor_pval | Source code |
| .cosine_sim_block | Source code |
| .cvauc_if | Source code |
| .get_cached_quantile_breaks | Source code |
| .guard_align_cols | Source code |
| .guard_ensure_levels | Man page Source code |
| .guard_fill_na | Source code |
| .guard_fit | Man page Source code |
| .guard_hash | Source code |
| .guard_is_binary | Source code |
| .guard_knn_impute_new | Source code |
| .guard_knn_impute_train | Source code |
| .guard_knn_search | Source code |
| .guard_mad_winsorize | Source code |
| .guard_majority | Source code |
| .guard_rf_impute_new | Source code |
| .guard_rf_impute_train | Source code |
| .majority_level | Source code |
| .multiclass_accuracy | Source code |
| .multiclass_log_loss | Source code |
| .multiclass_macro_f1 | Source code |
| .nb_corrected_var | Man page Source code |
| .permute_labels_factory | Man page Source code |
| .permute_subject_grouped | Source code |
| .permute_within_batch | Source code |
| .permute_within_group | Source code |
| .permute_within_study | Source code |
| .psi_auc | Source code |
| .quantile_break_cache | Man page |
| .row_center | Source code |
| .row_l2_normalize | Source code |
| .se_ci_delta | Source code |
| .select_predictions_for_diagnostics | Source code |
| .simulate_dataset | Source code |
| .stationary_bootstrap | Man page Source code |
| .target_assoc_scan | Source code |
| LeakAudit | Source code |
| LeakAudit-class | Man page |
| LeakFit | Source code |
| LeakFit-class | Man page |
| LeakSplits | Source code |
| LeakSplits-class | Man page |
| `%||%` | Source code |
| as_rsample | Man page Source code |
| as_rsample.LeakSplits | Source code |
| audit_leakage | Man page |
| audit_leakage_by_learner | Man page |
| audit_report | Man page Source code |
| benchmark_leakage_suite | Man page Source code |
| calibration_summary | Man page Source code |
| check_split_overlap | Man page Source code |
| confounder_sensitivity | Man page Source code |
| cv_ci | Man page Source code |
| fit_resample | Man page Source code |
| guard_to_recipe | Man page Source code |
| impute_guarded | Man page Source code |
| make_split_plan | Man page Source code |
| plot_calibration | Man page Source code |
| plot_confounder_sensitivity | Man page Source code |
| plot_fold_balance | Man page Source code |
| plot_overlap_checks | Man page Source code |
| plot_perm_distribution | Man page Source code |
| plot_time_acf | Man page Source code |
| predict_guard | Man page Source code |
| print.GuardFit | Source code |
| print.summary.GuardFit | Source code |
| show,LeakSplits-method | Man page |
| simulate_leakage_suite | Man page Source code |
| summary.GuardFit | Source code |
| summary.LeakAudit | Man page Source code |
| summary.LeakFit | Man page Source code |
| summary.LeakTune | Man page Source code |
| tune_resample | Man page Source code |
