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Table 2 Semantic frame induction results according to the weighting of the edges

From: Semantic frame induction through the detection of communities of verbs and their arguments

  d Edges CC Clusters Purity F1 BCubed F1
Weighted 0.47 37,913 0.94 22.97 ±0.41 95.83 ±0.28 93.66 ±0.32
Unweighted 0.46 37,415 0.93 22.90 ±0.30 95.77 ±0.16 93.56 ±0.31
  1. d refers to the neighboring threshold. CC refers to the clustering coefficient