Package: ClusterStability 1.0.4

ClusterStability: Assessment of Stability of Individual Objects or Clusters in Partitioning Solutions

Allows one to assess the stability of individual objects, clusters and whole clustering solutions based on repeated runs of the K-means and K-medoids partitioning algorithms.

Authors:Etienne Lord, Matthieu Willems, Francois-Joseph Lapointe, and Vladimir Makarenkov

ClusterStability_1.0.4.tar.gz
ClusterStability_1.0.4.zip(r-4.5)ClusterStability_1.0.4.zip(r-4.4)ClusterStability_1.0.4.zip(r-4.3)
ClusterStability_1.0.4.tgz(r-4.4-x86_64)ClusterStability_1.0.4.tgz(r-4.4-arm64)ClusterStability_1.0.4.tgz(r-4.3-x86_64)ClusterStability_1.0.4.tgz(r-4.3-arm64)
ClusterStability_1.0.4.tar.gz(r-4.5-noble)ClusterStability_1.0.4.tar.gz(r-4.4-noble)
ClusterStability_1.0.4.tgz(r-4.4-emscripten)ClusterStability_1.0.4.tgz(r-4.3-emscripten)
ClusterStability.pdf |ClusterStability.html✨
ClusterStability/json (API)
NEWS

# Install 'ClusterStability' in R:
install.packages('ClusterStability', repos = c('https://armadillouqam.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 6 scripts 245 downloads 16 exports 36 dependencies

Last updated 2 years agofrom:622fa5671c. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-win-x86_64OKNov 07 2024
R-4.5-linux-x86_64OKNov 07 2024
R-4.4-win-x86_64OKNov 07 2024
R-4.4-mac-x86_64OKNov 07 2024
R-4.4-mac-aarch64OKNov 07 2024
R-4.3-win-x86_64OKNov 07 2024
R-4.3-mac-x86_64OKNov 07 2024
R-4.3-mac-aarch64OKNov 07 2024

Exports:calculate_indicescalculate_individual_PSGcalculate_individual_PSG_approximativecalculate_individual_PSG_exactcalculate_singletoncalinski_harabasz_scoreClusterStabilityClusterStability_exactdavies_bouldin_scoredunn_scoreis_partition_groupKcombinationp_n_kp_tilde_n_kReorderStirling2nd

Dependencies:ADGofTestbootclustercodetoolscolorspacecopuladigestdoFuturefastclusterforeachfuturefuture.applyglobalsgsliteratorslatticelistenvMASSMatrixmgcvmvtnormnlmennetnumDerivparallellypcaPPpermuteprogressrpsplineRColorBrewerRcppstabledistTraMineRveganvegclustWeightedCluster