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DESCRIPTION
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DESCRIPTION
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Package: xplainfi
Title: Feature Importance Methods for Model Interpretability
Version: 0.0.0.9000
Authors@R:
person("Lukas", "Burk", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-7528-3795"))
Description: Provides a consistent interface for common feature importance
methods, such as permutation feature importance, 'LOCO', and 'SAGE'.
License: MIT + file LICENSE
URL: https://jemus42.github.io/xplainfi/,
https://github.com/jemus42/xplainfi
BugReports: https://github.com/jemus42/xplainfi/issues
Imports:
checkmate,
data.table (>= 1.15.0),
lgr,
mlr3 (>= 0.21.0),
paradox (>= 1.0.0),
R6
Suggests:
ggplot2,
knitr,
mlr3learners,
ranger,
rmarkdown,
rpart,
testthat (>= 3.0.0)
VignetteBuilder:
knitr
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2