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. |