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Table 4 BioCreative II gene mention evaluation results of different runs with varied features.

From: Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations

  Testing set
Features Pre Rec F-scr
Baseline + Brown 300 86.49 83.79 85.12
Baseline 86.88 84.09 85.47
Baseline + Brown 1000 86.82 84.27 85.53
Baseline + Brown 1000 + WVC 500 + WVC 300 87.09 84.98 86.02
Baseline + Brown 1000 + WVC 300 87.95 84.27 86.07
Baseline + Brown 1000 + WVC 500 + WVC 1000 87.92 85.49 86.69
Baseline + Brown 1000 + WVC 1000 88.13 85.58 86.84
Baseline + Brown 1000 + WVC 500 88.02 86.09 87.04
  1. Feature groups are separated by (+). The parameters followed Brown and WVC are the number of classes induced in each model. Pre: Precision, Rec: Recall, F-scr: F-score.