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Table 8 Results of internal evaluation of minimalist system with different transfer learning strategies

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

Predictive transfer Dictionary transfer F score (%) Precision (%) Recall (%)
None None 86.85 85.10 88.68
None At start 86.40 85.20 87.64
None Interleaved 86.80 85.74 87.88
At start None 87.14 85.47 88.88
At start After predictive 87.08 86.16 88.07
After dictionary At start 87.24 86.09 88.42
At start Interleaved with dictionary 87.03 85.46 88.66
At start Interleaved 87.38 87.18 87.58
Interleaved None 87.30 85.90 88.75
Interleaved At start 86.88 85.59 88.20
Interleaved Interleaved 87.30 86.36 88.27
  1. Entries in italics are the best results in that column