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Table 4 Semantic frame induction results on the test data

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

  d Edges CC Clusters Purity F1 BCubed F1
CW Dev. Threshold 0.47 347,202 0.91 196.63 ±1.68 79.97 ±0.21 73.07 ±0.25
CW Best Threshold 0.49 364,829 0.91 186.33 ±0.98 80.26 ±0.17 73.43 ±0.19
LM Dev. Threshold 0.43 308,781 0.89 198.00 ±0.00 79.38 ±0.00 72.40 ±0.00
LM Best Threshold 0.46 338,312 0.90 181.00 ±0.00 79.68 ±0.00 72.89 ±0.00
LP Dev. Threshold 0.41 288,351 0.88 227.00 ±0.00 78.74 ±0.00 71.48 ±0.00
LP Best Threshold 0.48 355,911 0.91 186.00 ±0.00 79.67 ±0.00 72.67 ±0.00
  1. d refers to the neighboring threshold. CC refers to the clustering coefficient. CW, LM, and LP refer to Chinese Whispers, Louvain Method, and Label Propagation, respectively