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splitGraph  

Dataset Dependency Graphs for Leakage-Aware Evaluation
View on CRAN: Click here


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

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

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



Attach the package and use:
library("splitGraph")
Maintained by
Selcuk Korkmaz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-21
Latest Update: 2026-04-21
Description:
Represent biomedical dataset structure as typed dependency graphs so that sample provenance, repeated-measure structure, study design, batch effects, and temporal relationships are explicit and inspectable. Validates dataset structure, detects sample-level overlap, derives deterministic split constraints, and produces a tool-agnostic split specification for leakage-aware evaluation workflows.
How to cite:
Selcuk Korkmaz (2026). splitGraph: Dataset Dependency Graphs for Leakage-Aware Evaluation. R package version 0.1.0, https://cran.r-project.org/web/packages/splitGraph. Accessed 04 Jul. 2026.
Previous versions and publish date:
0.1.0 (2026-04-21 11:20), 0.2.0 (2026-04-29 22:30)
Other packages that cited splitGraph R package
View splitGraph citation profile
Other R packages that splitGraph depends, imports, suggests or enhances
Complete documentation for splitGraph
Functions, R codes and Examples using the splitGraph R package
Full splitGraph package functions and examples
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