bioLeak
Leakage-Safe Modeling and Auditing for Genomic and Clinical Data
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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.6 |
rolling source/ R- | bioLeak_0.3.6.tar.gz |
811.2 KiB |
0.3.6 |
rolling linux/jammy R-4.5 | bioLeak_0.3.6.tar.gz |
811.2 KiB |
0.3.6 |
latest source/ R- | bioLeak_0.3.6.tar.gz |
811.2 KiB |
0.3.6 |
latest linux/jammy R-4.5 | bioLeak_0.3.6.tar.gz |
811.2 KiB |
0.3.6 |
2026-04-23 source/ R- | bioLeak_0.3.6.tar.gz |
811.2 KiB |