Get the by-cluster consistency of configurations

This function calculates the Element-Centric Consistency (ECC) of the partitions that are grouped by the number of clusters.

Usage

get_clusters_consistency(by_cluster_list, order_logic = "avg_agreement")

Arguments

by_cluster_list

A nested list of partitions that are grouped by the number of clusters.

order_logic

Determines how to order the partitions associated with the same number of clusters. Can be either by frequency (most frequent first) or by the agreement (the partition which is the most similar with the others, first). Defaults to "agreement".

Value

A nested list with the partitions ordered by agreement / frequency and the overall ECC value.