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

# Assessment of Stability of Individual Objects or Clusters in Partitioning Solutions

## Documentation for package ‘ClusterStability’ version 1.0.4

- DESCRIPTION file
- Package NEWS

## Help Pages

ClusterStability-package | Assessment of the stability of individual objects, clusters and a whole clustering solution based on repeated runs of a clustering algorithm.
a2combination | Undocumented functions
calculate_global_PSG | Undocumented functions
calculate_indices | Undocumented functions
calculate_individual_PSG | Undocumented functions
calculate_individual_PSG_approximative | Undocumented functions
calculate_individual_PSG_exact | Undocumented functions
calculate_singleton | Undocumented functions
calinski_harabasz_score | This function returns the Calinski Harabasz score.
ClusterStability | Calculates the approximate stability score (_ST_) of individual objects in a clustering solution (the approximate version allowing one to avoid possible variable overflow errors).
ClusterStability_exact | Calculates the exact stability score (_ST_) for individual objects in a clustering solution.
davies_bouldin_score | This function returns the Davies Bouldin score.
dunn_score | This function returns the Dunn_score.
is_partition_group | Undocumented functions
Kcombination | Kcombination returns the list of all possible combinations of a set of numbers of a given length _k_.
p_n_k | Undocumented functions
p_tilde_n_k | Undocumented functions
Reorder | This function returns the ordering of a partitioning solution in ascending order.
Stirling2nd | Stirling2nd function computes the Stirling numbers of the second kind.