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fclust

Fuzzy Clustering

v2.1.3 · Oct 18, 2025 · GPL (>= 2)

Description

Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visualizing fuzzy clustering results.

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CRAN Check Status

3 NOTE
11 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
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 (16 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ARI.F.Rd:17: Lost braces
    17 | \code{ari.f}{Value of the fuzzy adjusted Rand index}
       |             ^
checkRd: (-1) FKM.gk.Rd:52: Lost braces; missing escapes or markup?
    52 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gk.ent.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.ent.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.noise.Rd:54: Lost braces; missing escapes or markup?
    54 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.ent.Rd:58: Lost braces; missing escapes or markup?
    58 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.ent.noise.Rd:60: Lost braces; missing escapes or markup?
    60 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) Fclust.compare.Rd:17: Lost braces
    17 |  \code{out.index}{Vector containing the similarity measures}
       |                  ^
checkRd: (-1) JACCARD.F.Rd:17: Lost braces
    17 | \code{jaccard.f}{Value of the fuzzy Jaccard index}
       |                 ^
checkRd: (-1) RI.F.Rd:17: Lost braces
    17 | \code{ri.f}{Value of the fuzzy adjusted Rand index}
       |            ^
checkRd: (-1) houseVotes.Rd:16: Lost braces
    16 | The data collect 1984 United Stated Congressional Voting Records for each of the 435 U.S. House of Representatives Congressmen on the 16 key votes identified by the Congressional Quarterly Almanac (CQA). The variable \code{class} splits the observations in \code{democrat} and \code{republican}. The qualitative variables refer to the votes on \code{handicapped-infants}, \code{water-project-cost-sharing}, \code{adoption-of-the-budget-resolution}, \code{physician-fee-freeze}, \code{el-salvador-aid}, \code{religious-groups-in-schools}, \code{anti-satellite-test-ban}, \code{aid-to-nicaraguan-contras}, \code{mx-missile}, \code{immigration}, \code{synfuels-corporation-cutback}, \code{education-spending}, \code{superfund-right-to-sue}, \code{crime}, \code{duty-free-exports}, and \code{export-administration-act-south-africa}. All these 16 variables are objects of class \code{factor} with three levels according to the CQA scheme: \code{y} refers to the types of votes ''voted for'', ''paired for'' and ''announced for''; \code{n} to ''voted against'', ''paired against'' and ''announced against''; code{yn} to ''voted present'', ''voted present to avoid conflict of interest'' and ''did not vote or otherwise make a position known''.}
       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   ^
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 10.4Mb
  sub-directories of 1Mb or more:
    libs   9.8Mb
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ARI.F.Rd:17: Lost braces
    17 | \code{ari.f}{Value of the fuzzy adjusted Rand index}
       |             ^
checkRd: (-1) FKM.gk.Rd:52: Lost braces; missing escapes or markup?
    52 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gk.ent.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.ent.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.noise.Rd:54: Lost braces; missing escapes or markup?
    54 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.ent.Rd:58: Lost braces; missing escapes or markup?
    58 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.ent.noise.Rd:60: Lost braces; missing escapes or markup?
    60 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) Fclust.compare.Rd:17: Lost braces
    17 |  \code{out.index}{Vector containing the similarity measures}
       |                  ^
checkRd: (-1) JACCARD.F.Rd:17: Lost braces
    17 | \code{jaccard.f}{Value of the fuzzy Jaccard index}
       |                 ^
checkRd: (-1) RI.F.Rd:17: Lost braces
    17 | \code{ri.f}{Value of the fuzzy adjusted Rand index}
       |            ^
checkRd: (-1) houseVotes.Rd:16: Lost braces
    16 | The data collect 1984 United Stated Congressional Voting Records for each of the 435 U.S. House of Representatives Congressmen on the 16 key votes identified by the Congressional Quarterly Almanac (CQA). The variable \code{class} splits the observations in \code{democrat} and \code{republican}. The qualitative variables refer to the votes on \code{handicapped-infants}, \code{water-project-cost-sharing}, \code{adoption-of-the-budget-resolution}, \code{physician-fee-freeze}, \code{el-salvador-aid}, \code{religious-groups-in-schools}, \code{anti-satellite-test-ban}, \code{aid-to-nicaraguan-contras}, \code{mx-missile}, \code{immigration}, \code{synfuels-corporation-cutback}, \code{education-spending}, \code{superfund-right-to-sue}, \code{crime}, \code{duty-free-exports}, and \code{export-administration-act-south-africa}. All these 16 variables are objects of class \code{factor} with three levels according to the CQA scheme: \code{y} refers to the types of votes ''voted for'', ''paired for'' and ''announced for''; \code{n} to ''voted against'', ''paired against'' and ''announced against''; code{yn} to ''voted present'', ''voted present to avoid conflict of interest'' and ''did not vote or otherwise make a position known''.}
       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   ^
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.9Mb
  sub-directories of 1Mb or more:
    libs  10.3Mb
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ARI.F.Rd:17: Lost braces
    17 | \code{ari.f}{Value of the fuzzy adjusted Rand index}
       |             ^
checkRd: (-1) FKM.gk.Rd:52: Lost braces; missing escapes or markup?
    52 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gk.ent.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.ent.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gk.noise.Rd:54: Lost braces; missing escapes or markup?
    54 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.Rd:55: Lost braces; missing escapes or markup?
    55 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gkb.ent.Rd:58: Lost braces; missing escapes or markup?
    58 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.ent.noise.Rd:60: Lost braces; missing escapes or markup?
    60 |  \cr If a cluster covariance matrix becomes singular, the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                              ^
checkRd: (-1) FKM.gkb.noise.Rd:57: Lost braces; missing escapes or markup?
    57 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) Fclust.compare.Rd:17: Lost braces
    17 |  \code{out.index}{Vector containing the similarity measures}
       |                  ^
checkRd: (-1) JACCARD.F.Rd:17: Lost braces
    17 | \code{jaccard.f}{Value of the fuzzy Jaccard index}
       |                 ^
checkRd: (-1) RI.F.Rd:17: Lost braces
    17 | \code{ri.f}{Value of the fuzzy adjusted Rand index}
       |            ^
checkRd: (-1) houseVotes.Rd:16: Lost braces
    16 | The data collect 1984 United Stated Congressional Voting Records for each of the 435 U.S. House of Representatives Congressmen on the 16 key votes identified by the Congressional Quarterly Almanac (CQA). The variable \code{class} splits the observations in \code{democrat} and \code{republican}. The qualitative variables refer to the votes on \code{handicapped-infants}, \code{water-project-cost-sharing}, \code{adoption-of-the-budget-resolution}, \code{physician-fee-freeze}, \code{el-salvador-aid}, \code{religious-groups-in-schools}, \code{anti-satellite-test-ban}, \code{aid-to-nicaraguan-contras}, \code{mx-missile}, \code{immigration}, \code{synfuels-corporation-cutback}, \code{education-spending}, \code{superfund-right-to-sue}, \code{crime}, \code{duty-free-exports}, and \code{export-administration-act-south-africa}. All these 16 variables are objects of class \code{factor} with three levels according to the CQA scheme: \code{y} refers to the types of votes ''voted for'', ''paired for'' and ''announced for''; \code{n} to ''voted against'', ''paired against'' and ''announced against''; code{yn} to ''voted present'', ''voted present to avoid conflict of interest'' and ''did not vote or otherwise make a position known''.}
       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   ^
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 10.4Mb
  sub-directories of 1Mb or more:
    libs   9.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 10.9Mb
  sub-directories of 1Mb or more:
    libs  10.3Mb
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ARI.F.Rd:17: Lost braces
    17 | \code{ari.f}{Value of the fuzzy adjusted Rand index}
       |             ^
checkRd: (-1) FKM.gk.Rd:52: Lost braces; missing escapes or markup?
    52 |  \cr If a cluster covariance matrix becomes singular, then the algorithm stops and the element of \code{value} is {NaN}.
       |                                                                                                                   ^
checkRd: (-1) FKM.gk.ent.Rd:55: Lost braces; missing 

Reverse Dependencies (6)

suggests

Dependency Network

Dependencies Reverse dependencies Rcpp MASS FuzzySpec bootkmeans geocmeans gscaLCA traj ppclust fclust

Version History

new 2.1.3 Mar 9, 2026