Package: leakr
Type: Package
Title: Data Leakage Detection Tools for Machine Learning
Version: 0.1.0
Authors@R: person(given = c("Cheryl", "Isabella"), family = "Lim", role = c("aut", "cre"), email =
           "cheryl.academic@gmail.com")
Description: Provides utilities to detect common data leakage patterns
        including train/test contamination, temporal leakage, and data
        duplication, enhancing model reliability and reproducibility in
        machine learning workflows. Generates diagnostic reports and
        visual summaries to support data validation. Methods based on
        best practices from Hastie, Tibshirani, and Friedman (2009,
        ISBN:978-0387848570).
Imports: ggplot2, arrow, data.table, digest, htmltools, openxlsx,
        readxl, stringr, workflows, jsonlite
Suggests: testthat (>= 3.0.0), caret, mlr3, tidymodels, knitr,
        rmarkdown
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
VignetteBuilder: knitr
Config/pak/sysreqs: cmake libicu-dev libssl-dev
Repository: https://cherylisabella.r-universe.dev
Date/Publication: 2025-12-07 17:00:19 UTC
RemoteUrl: https://github.com/cherylisabella/leakr
RemoteRef: HEAD
RemoteSha: 51d111855cb9161856cfe0aa09a282ff43147774
NeedsCompilation: no
Packaged: 2026-10-03 07:43:56 UTC; root
Author: Cheryl Isabella Lim [aut, cre]
Maintainer: Cheryl Isabella Lim <cheryl.academic@gmail.com>