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DESCRIPTION
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DESCRIPTION
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Package: ceterisParibus
Title: Ceteris Paribus Profiles
Version: 0.4.3
Authors@R: person("Przemyslaw", "Biecek", email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-8423-1823"))
Description: Ceteris Paribus Profiles (What-If Plots) are designed to present model
responses around selected points in a feature space.
For example around a single prediction for an interesting observation.
Plots are designed to work in a model-agnostic fashion, they are working
for any predictive Machine Learning model and allow for model comparisons.
Ceteris Paribus Plots supplement the Break Down Plots from 'breakDown' package.
Depends: R (>= 3.3),
ggplot2,
gower
Suggests: randomForest,
ggiraph,
e1071,
testthat,
rpart
Imports: DALEX,
knitr
License: GPL-2
Encoding: UTF-8
LazyData: true
URL: https://pbiecek.github.io/ceterisParibus/
BugReports: https://github.com/pbiecek/ceterisParibus/issues
RoxygenNote: 7.1.1