Package: localModel
Title: LIME-Based Explanations with Interpretable Inputs Based on
        Ceteris Paribus Profiles
Version: 0.3.11
Author: Mateusz Staniak [aut, cre],
  Przemyslaw Biecek [aut],
  Krystian Igras [ctb],
  Alicja Gosiewska [ctb]
Maintainer: Mateusz Staniak <m.staniak@mini.pw.edu.pl>
Description: Local explanations of machine learning models describe, how features contributed to a single prediction. 
    This package implements an explanation method based on LIME 
    (Local Interpretable Model-agnostic Explanations, 
    see Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>) in which interpretable
    inputs are created based on local rather than global behaviour of each original feature.
URL: https://github.com/ModelOriented/localModel
BugReports: https://github.com/ModelOriented/localModel/issues
Depends: R (>= 3.5)
License: GPL
Encoding: UTF-8
LazyData: true
Imports: glmnet, ggplot2, partykit, ingredients
RoxygenNote: 6.1.0
Suggests: covr, knitr, rmarkdown, randomForest, DALEX, testthat
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2019-04-13 09:45:17 UTC; mstaniak
Repository: CRAN
Date/Publication: 2019-04-14 11:02:43 UTC
