clusterGeneration
Random Cluster Generation (with Specified Degree of Separation)
Description
We developed the clusterGeneration package to provide functions for generating random clusters, generating random covariance/correlation matrices, calculating a separation index (data and population version) for pairs of clusters or cluster distributions, and 1-D and 2-D projection plots to visualize clusters. The package also contains a function to generate random clusters based on factorial designs with factors such as degree of separation, number of clusters, number of variables, number of noisy variables.
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CRAN Check Status
Show all 14 flavors
| 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 (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Weiliang Qiu <weiliang.qiu@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Weiliang",
family = "Qiu",
role = c("aut", "cre"),
email = "weiliang.qiu@gmail.com"),
person(given = "Harry",
family = "Joe.",
role = "aut",
email = "harry@stat.ubc.ca"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Weiliang Qiu <weiliang.qiu@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Weiliang",
family = "Qiu",
role = c("aut", "cre"),
email = "weiliang.qiu@gmail.com"),
person(given = "Harry",
family = "Joe.",
role = "aut",
email = "harry@stat.ubc.ca"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Weiliang Qiu <weiliang.qiu@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Weiliang",
family = "Qiu",
role = c("aut", "cre"),
email = "weiliang.qiu@gmail.com"),
person(given = "Harry",
family = "Joe.",
role = "aut",
email = "harry@stat.ubc.ca"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Weiliang Qiu <weiliang.qiu@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Weiliang",
family = "Qiu",
role = c("aut", "cre"),
email = "weiliang.qiu@gmail.com"),
person(given = "Harry",
family = "Joe.",
role = "aut",
email = "harry@stat.ubc.ca"))
as necessary.