DESCRIPTION

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