ppclust
Probabilistic and Possibilistic Cluster Analysis
Description
Partitioning clustering divides the objects in a data set into non-overlapping subsets or clusters by using the prototype-based probabilistic and possibilistic clustering algorithms. This package covers a set of the functions for Fuzzy C-Means (Bezdek, 1974) <doi:10.1080/01969727308546047>, Possibilistic C-Means (Krishnapuram & Keller, 1993) <doi:10.1109/91.227387>, Possibilistic Fuzzy C-Means (Pal et al, 2005) <doi:10.1109/TFUZZ.2004.840099>, Possibilistic Clustering Algorithm (Yang et al, 2006) <doi:10.1016/j.patcog.2005.07.005>, Possibilistic C-Means with Repulsion (Wachs et al, 2006) <doi:10.1007/3-540-31662-0_6> and the other variants of hard and soft clustering algorithms. The cluster prototypes and membership matrices required by these partitioning algorithms are initialized with different initialization techniques that are available in the package 'inaparc'. As the distance metrics, not only the Euclidean distance but also a set of the commonly used distance metrics are available to use with some of the algorithms in the package.
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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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead.
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installed package size
installed size is 6.7Mb
sub-directories of 1Mb or more:
doc 6.2Mb
installed package size
installed size is 6.7Mb
sub-directories of 1Mb or more:
doc 6.2Mb
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
doc 6.2Mb
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Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’ Package CITATION file contains call(s) to old-style citEntry(). Please use bibentry() instead.
installed package size
installed size is 6.7Mb
sub-directories of 1Mb or more:
doc 6.2Mb
installed package size
installed size is 6.7Mb
sub-directories of 1Mb or more:
doc 6.2Mb
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
doc 6.2Mb