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Journal of Big Data

Table 3 The network of American college football (Experiment 3)

From: Anomaly detection and community detection in networks

 

CD on dataset

ACD on dataset

CD on dataset with added edges

CS

0.955 ± 0.003

0.957 ± 0.001

0.957 ± 0.003

F1

0.959 ± 0.005

0.957 ± 0.003

0.962 ± 0.006

  1. We report CS and F1-score between the inferred communities and those given by metadata. Averages and standard deviations are over 20 runs of the edge addition routine
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