FAST ALGORITHMS AND METRICS FOR COMPARING HIERARCHICAL CLUSTERING INFORMATION TREES AND NUMERICAL VECTORS

In various embodiments, a method for determining a similarity between two data sets is disclosed, the steps of which include determining a first list of data clusters for a first hierarchically-organized data set, determining a second list of data clusters for a second hierarchically-organized data set, and determining a similarity between the first and second data sets by calculating a maximum flow between the first list of data clusters and the second list of data clusters.