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bioLeak  

Leakage-Safe Modeling and Auditing for Genomic and Clinical Data
View on CRAN: Click here


Download and install bioLeak package within the R console
Install from CRAN:
install.packages("bioLeak")

Install from Github:
library("remotes")
install_github("cran/bioLeak")

Install by package version:
library("remotes")
install_version("bioLeak", "0.1.0")



Attach the package and use:
library("bioLeak")
Maintained by
Selcuk Korkmaz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-06
Latest Update: 2026-03-01
Description:
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.
How to cite:
Selcuk Korkmaz (2026). bioLeak: Leakage-Safe Modeling and Auditing for Genomic and Clinical Data. R package version 0.1.0, https://cran.r-project.org/web/packages/bioLeak. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1.0 (2026-02-06 20:50), 0.2.0 (2026-02-11 12:20), 0.3.0 (2026-03-05 20:20), 0.3.5 (2026-03-26 15:50), 0.3.6 (2026-04-12 00:50), 0.3.7 (2026-04-29 22:40)
Other packages that cited bioLeak R package
View bioLeak citation profile
Other R packages that bioLeak depends, imports, suggests or enhances
Complete documentation for bioLeak
Functions, R codes and Examples using the bioLeak R package
Full bioLeak package functions and examples
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