c(person('Thomas Lin', 'Pedersen', role = c('cre', 'aut'), email = "thomasp85@gmail.com"),
person('Michaël', 'Benesty', role = c('aut'), email = "michael@benesty.fr"))
When building complex models, it is often difficult to explain why
the model should be trusted. While global measures such as accuracy are
useful, they cannot be used for explaining why a model made a specific
prediction. 'lime' (a port of the 'lime' 'Python' package) is a method for
explaining the outcome of black box models by fitting a local model around
the point in question an perturbations of this point. The approach is
described in more detail in the article by Ribeiro et al. (2016)
<arXiv:1602.04938>.
glmnet, stats, ggplot2, tools, stringi, Matrix, stringdist,
Rcpp, assertthat, htmlwidgets, shiny, shinythemes
xgboost, testthat, mlr, text2vec, MASS, covr, knitr,
rmarkdown, devtools
Thomas Lin Pedersen [cre, aut],
Michaël Benesty [aut]

xgboost, testthat, mlr, h2o, text2vec, MASS, covr, knitr,
rmarkdown, devtools

glmnet, stats, ggplot2, tools, stringi, Matrix, stringdist,
Rcpp, assertthat, htmlwidgets, shiny, shinythemes, magick,
methods, grDevices, gower
xgboost, testthat, mlr, h2o, text2vec, MASS, covr, knitr,
rmarkdown, devtools, keras

glmnet, stats, ggplot2, tools, stringi, Matrix, Rcpp,
assertthat, htmlwidgets, shiny, shinythemes, methods,
grDevices, gower
xgboost, testthat, mlr, h2o, text2vec, MASS, covr, knitr,
rmarkdown, devtools, magick, keras, ranger

c(person(given = "Thomas Lin",
family = "Pedersen",
role = c("cre", "aut"),
email = "thomasp85@gmail.com",
comment = c(ORCID = "0000-0002-5147-4711")),
person(given = 'Michaël',
family = 'Benesty',
role = c('aut'),
email = "michael@benesty.fr"))
xgboost, testthat, mlr, h2o, text2vec, MASS, covr, knitr,
rmarkdown, sessioninfo, magick, keras, ranger
Thomas Lin Pedersen [cre, aut]
(<https://orcid.org/0000-0002-5147-4711>),
Michaël Benesty [aut]

glmnet, stats, ggplot2, tools, stringi, Matrix, Rcpp,
assertthat, methods, grDevices, gower
xgboost, testthat, mlr, h2o, text2vec, MASS, covr, knitr,
rmarkdown, sessioninfo, magick, keras, htmlwidgets, shiny,
shinythemes, ranger