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DESCRIPTION
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DESCRIPTION
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Package: intame
Type: Package
Title: Calculate Interval-Based Marginal Effects
Version: 0.0.0.9010
Date: 2019-04-10
Authors@R:
person("Bodo", "Burger", email = "[email protected]", role = c("aut", "cre"))
Description: Splits the feature space into several intervals of similar
marginal effects. This improves the validity when calculating Average Marginal
Effects on non-linear and/or non-monotonic response functions.
Further, it helps the interpretation of feature effect plots (PDP, ICE, ALE).
Depends:
R (>= 3.5)
Imports:
ame,
checkmate,
ggplot2,
numDeriv,
reshape2,
rpart,
SimilarityMeasures,
stats,
utils
Suggests:
ALEPlot,
caret,
e1071,
gbm,
gridExtra,
knitr,
mlr,
nnet,
patchwork,
randomForest,
rmarkdown,
testthat
License: BSD_3_clause + file LICENSE
URL: https://github.com/BodoBurger/intame
BugReports: https://github.com/BodoBurger/intame/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
VignetteBuilder: knitr