.quantile_break_cache

<p>Internal environment used to cache quantile breakpoints for numeric
outcomes during restricted permutation testing. This avoids recomputing
quantiles across repeated calls in <code>audit_leakage()</code>.</p>

internal

Prevents and detects information leakage in biomedical machine learning.
Provides leakage-resistant split policies (subject-grouped, batch-blocked, study leave-out, time-ordered),
guarded preprocessing (train-only imputation, normalization, filtering, feature selection),
cross-validated fitting with common learners, permutation-gap auditing, batch and fold association tests,
and duplicate detection.

Selcuk Korkmaz

bioLeak

Leakage-Safe Modeling and Auditing for Genomic and Clinical Data

.quantile_break_cache function

<p>An environment used to cache quantile breakpoints.</p>

.quantile_break_cache: Quantile break cache for permutation stratification

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