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Measure of Clustering Accuracy

  •  Accuracy
    • Measured by manually labeled data
      • We manually assign tuples into clusters according to their properties (e.g., professors in different research areas)
    • Accuracy of clustering: Percentage of pairs of tuples in the same cluster that share common label
      • This measure favors many small clusters
      • We let each approach generate the same number of clusters

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