Package: explainer
Title: Machine Learning Model Explainer
Version: 1.0.2
Authors@R: 
    person("Ramtin", "Zargari Marandi", , "ramtin.zargari.marandi@regionh.dk", role = c("aut", "cre"),
           comment = c(ORCID = "https://orcid.org/0000-0001-9233-1656"))
Description: It enables detailed interpretation of complex
        classification and regression models through Shapley analysis
        including data-driven characterization of subgroups of
        individuals. Furthermore, it facilitates multi-measure model
        evaluation, model fairness, and decision curve analysis.
        Additionally, it offers enhanced visualizations with
        interactive elements.
License: MIT + file LICENSE
Encoding: UTF-8
URL: https://persimune.github.io/explainer/,
        https://github.com/PERSIMUNE/explainer
BugReports: https://github.com/PERSIMUNE/explainer/issues
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
Imports: cvms, data.table, dplyr, egg, ggplot2, ggpmisc, ggpubr,
        magrittr, plotly, tibble, tidyr, writexl, gridExtra, scales
Suggests: cowplot, mlr3, mlr3learners, knitr, broom, iml, forcats,
        mlr3viz, plotROC, psych, reshape2, remotes, mlbench, ranger,
        precrec, rmarkdown
VignetteBuilder: knitr
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
        zlib1g-dev
Repository: https://persimune.r-universe.dev
Date/Publication: 2025-08-17 18:10:11 UTC
RemoteUrl: https://github.com/persimune/explainer
RemoteRef: HEAD
RemoteSha: 627d068d40ab205aa166eb0ba65b15cf125a12d5
NeedsCompilation: no
Packaged: 2026-10-11 09:38:14 UTC; root
Author: Ramtin Zargari Marandi [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9233-1656>)
Maintainer: Ramtin Zargari Marandi <ramtin.zargari.marandi@regionh.dk>