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cs.IR2024
Decomposing the Jaccard Distance and the Jaccard Index in ABCDE
Stephan van Staden
ABCDE is a sophisticated technique for evaluating differences between very large clusterings. Its main metric that characterizes the magnitude of the difference between two cluster…
cs.IR2024
Evaluation of Cluster Id Assignment Schemes with ABCDE
Stephan van Staden
A cluster id assignment scheme labels each cluster of a clustering with a distinct id. The goal of id assignment is semantic id stability, which means that, whenever possible, a cl…
cs.IR2024
More Clustering Quality Metrics for ABCDE
Stephan van Staden
ABCDE is a technique for evaluating clusterings of very large populations of items. Given two clusterings, namely a Baseline clustering and an Experiment clustering, ABCDE can char…