kpeaks
Determination of K Using Peak Counts of Features for Clustering
v1.1.0
·
Feb 8, 2020
·
GPL (>= 2)
Description
The number of clusters (k) is needed to start all the partitioning clustering algorithms. An optimal value of this input argument is widely determined by using some internal validity indices. Since most of the existing internal indices suggest a k value which is computed from the clustering results after several runs of a clustering algorithm they are computationally expensive. On the contrary, the package 'kpeaks' enables to estimate k before running any clustering algorithm. It is based on a simple novel technique using the descriptive statistics of peak counts of the features in a data set.
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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 (2 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Found the following URLs which should use \doi (with the DOI name only):
File ‘findk.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘findpolypeaks.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘genpolygon.Rd’:
https://doi.org/10.24925/turjaf.v5i4.315-320.1056
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘kpeaks-package.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘plotpolygon.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘rmshoulders.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Found the following URLs which should use \doi (with the DOI name only):
File ‘findk.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘findpolypeaks.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘genpolygon.Rd’:
https://doi.org/10.24925/turjaf.v5i4.315-320.1056
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘kpeaks-package.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘plotpolygon.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘rmshoulders.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Found the following URLs which should use \doi (with the DOI name only):
File ‘findk.Rd’:
ht
...[truncated]...
DAP.2018.8620896
File ‘plotpolygon.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘rmshoulders.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Zeynel Cebeci <zcebeci@cukurova.edu.tr>’
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Found the following URLs which should use \doi (with the DOI name only):
File ‘findk.Rd’:
ht
...[truncated]...
DAP.2018.8620896
File ‘plotpolygon.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896
File ‘rmshoulders.Rd’:
https://doi.org/10.17700/jai.2018.9.2.442
https://doi.org/10.1109/IDAP.2018.8620896