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
Roxygen: list(markdown = TRUE)
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
Config/pak/sysreqs: libicu-dev
Repository: https://mayer79.r-universe.dev
Date/Publication: 2025-10-13 15:41:54 UTC
RemoteUrl: https://github.com/mayer79/flashlight
RemoteRef: HEAD
RemoteSha: df383bc210ec3f6da7056bc8d5909719f487f831
NeedsCompilation: no
Packaged: 2026-06-10 08:45:39 UTC; root
Author: Michael Mayer [aut, cre, cph]
Maintainer: Michael Mayer <mayermichael79@gmail.com>