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Table 5 Results of official BioCreative V.5 submissions

From: Chemlistem: chemical named entity recognition using recurrent neural networks

System Official test Internal evaluation
F (%) Precision (%) Recall (%) F (%) Precision (%) Recall (%)
Traditional 89.19 88.67 89.71 87.03 86.48 87.58
Minimalist 89.01 88.65 89.36 86.64 84.79 88.58
Ensemble 90.32 90.02 90.62 88.07 86.46 89.76
  1. The official test was part of the BioCreative competition, and the internal evaluations were performed by ourselves using 1/5 of the training data not used for training
  2. Entries in italics are the best results in that column