Package: flashlight
Title: Shed Light on Black Box Machine Learning Models
Version: 1.0.0
Authors@R: 
    person("Michael", "Mayer", , "mayermichael79@gmail.com", role = c("aut", "cre", "cph"))
Description: Shed light on black box machine learning models by the help
    of model performance, variable importance, global surrogate models,
    ICE profiles, partial dependence (Friedman J. H. (2001)
    <doi:10.1214/aos/1013203451>), accumulated local effects (Apley D. W.
    (2016) <doi:10.48550/arXiv.1612.08468>), further effects plots,
    interaction strength, and variable contribution breakdown (Gosiewska
    and Biecek (2019) <doi:10.48550/arXiv.1903.11420>).  All tools are
    implemented to work with case weights and allow for stratified
    analysis.  Furthermore, multiple flashlights can be combined and
    analyzed together.
License: GPL (>= 2)
Depends: R (>= 3.2.0)
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: dplyr (>= 1.1.0), ggplot2, MetricsWeighted (>= 0.3.0), rlang
        (>= 0.3.0), rpart, rpart.plot, stats, tibble, tidyr (>= 1.0.0),
        tidyselect, utils
URL: https://github.com/mayer79/flashlight
BugReports: https://github.com/mayer79/flashlight/issues
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2025-10-13 15:11:30 UTC; mayer
Author: Michael Mayer [aut, cre, cph]
Maintainer: Michael Mayer <mayermichael79@gmail.com>
Repository: CRAN
Date/Publication: 2025-10-13 15:40:02 UTC
Built: R 4.6.0; ; 2026-04-29 17:38:11 UTC; unix
