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Table 4 Effect of the combination coefficient (α) on the deep joint learning method (F1-score)

From: Family history information extraction via deep joint learning

SubtaskFM information extractionRelation extraction
Combination coefficient (α)Validation setTest setValidation setTest set
3 types5 types3 types5 types3 types5 types3 types5 types
0.40.87430.86930.88250.88280.55800.69780.44840.5527
0.50.87530.87180.88520.88830.63160.68970.45340.5372
0.60.88310.87470.88610.88390.55430.67690.43560.5132
  1. All highest values are highlighted in bold