Description Usage Arguments Value Examples
This function aligns an ensemble of partitions with a reference partition by optimal transport.
1 
data 
– a matrix of horizontally stacked cluster labels. Each column contains cluster labels for all the data points according to one clustering result. The reference clustering result is put in the first column. 
a list of alignment result.
distance 
Wasserstein distances between the reference partition and the others. 
numcls 
the number of clusters for each partition. 
statistics 
average tightness ratio, average coverage ratio, 1average jaccard distance. 
cap 
cluster alignment and points based (CAP) separability. 
id 

cps 
covering point set. 
match 
topological relationship statistics between the reference partition and the others. 
Weight 
weight matrix 
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