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
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
NeedsCompilation: no
Packaged: 2024-09-23 11:47:47 UTC; rzar0002
Author: Ramtin Zargari Marandi [aut, cre]
    (<https://orcid.org/0000-0001-9233-1656>)
Maintainer: Ramtin Zargari Marandi <ramtin.zargari.marandi@regionh.dk>
Repository: CRAN
Date/Publication: 2024-09-30 17:30:02 UTC
Built: R 4.6.0; ; 2026-05-01 03:40:54 UTC; unix
