Assessment of Stability of Individual Objects or Clusters in
Partitioning Solutions
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Documentation for package ‘ClusterStability’ version 1.0.4
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| 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. |