Description
Contains methods to generate and evaluate semi-artificial data sets. Based on a given data set different methods learn data properties using machine learning algorithms and generate new data with the same properties. The package currently includes the following data generators: i) a RBF network based generator using rbfDDA() from package 'RSNNS', ii) a Random Forest based generator for both classification and regression problems iii) a density forest based generator for unsupervised data Data evaluation support tools include: a) single attribute based statistical evaluation: mean, median, standard deviation, skewness, kurtosis, medcouple, L/RMC, KS test, Hellinger distance b) evaluation based on clustering using Adjusted Rand Index (ARI) and FM c) evaluation based on classification performance with various learning models, e.g., random forests.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Marko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>’
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Authors@R: person(given = "Marko",
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CRAN incoming feasibility
Maintainer: ‘Marko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Marko",
family = "Robnik-Sikonja",
role = c("aut", "cre"),
email = "marko.robnik@fri.uni-lj.si")
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Marko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Marko",
family = "Robnik-Sikonja",
role = c("aut", "cre"),
email = "marko.robnik@fri.uni-lj.si")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Marko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Marko",
family = "Robnik-Sikonja",
role = c("aut", "cre"),
email = "marko.robnik@fri.uni-lj.si")
as necessary.