.guard_fit              Fit leakage-safe preprocessing pipeline
LeakSplits-class        S4 Classes for bioLeak Pipeline
as_rsample              Convert LeakSplits to an rsample resample set
audit_leakage           Audit leakage and confounding
audit_leakage_by_learner
                        Audit leakage per learner
audit_report            Render an HTML audit report
benchmark_leakage_suite
                        Simulation benchmark matrix for leakage
                        diagnostics
calibration_summary     Calibration diagnostics for binomial
                        predictions
check_split_overlap     Check split overlap invariants
confounder_sensitivity
                        Confounder sensitivity summaries
cv_ci                   Confidence intervals for cross-validated
                        metrics
delta_lsi               Delta Leakage Sensitivity Index (Delta LSI)
fit_resample            Fit and evaluate with leakage guards over
                        predefined splits
guard_to_recipe         Convert guard preprocessing steps to a recipes
                        recipe
impute_guarded          Leakage-safe data imputation via guarded
                        preprocessing
make_split_plan         Create leakage-resistant splits
plot_calibration        Plot calibration curve for binomial predictions
plot_confounder_sensitivity
                        Plot confounder sensitivity
plot_fold_balance       Plot fold balance of class counts per fold
plot_overlap_checks     Plot overlap diagnostics between train/test
                        groups
plot_perm_distribution
                        Plot permutation distribution for a LeakAudit
                        object
plot_time_acf           Plot ACF of test predictions for time-series
                        leakage checks
predict_guard           Apply a fitted GuardFit transformer to new data
show,LeakSplits-method
                        Display summary for LeakSplits objects
simulate_leakage_suite
                        Simulate leakage scenarios and audit results
summary.LeakAudit       Summarize a leakage audit
summary.LeakDeltaLSI    Summarize a LeakDeltaLSI object
summary.LeakFit         Summarize a LeakFit object
summary.LeakTune        Summarize a nested tuning result
tune_resample           Leakage-aware nested tuning with tidymodels
