Skip to main content

Table 4 Automatic word alignment results from batch 3

From: Creating a medical dictionary using word alignment: The influence of sources and resources

Batch Run Resources Alignment Result
   Static Statistic Dynamic           
   Stan POS MeSH Statistic partition Training partition Test partition Recall Precision F-score
      2 3 4 5 6 7 8 2 3 4 5 6 7 8 2 3 4 5 6 7 8    
3 1     X               X X X X X X X 0.34 0.40 0.37
3 2     X X              X X X X X X X 0.41 0.46 0.43
3 3     X X X             X X X X X X X 0.46 0.50 0.48
3 4     X X X X            X X X X X X X 0.53 0.55 0.54
3 5     X X X X X           X X X X X X X 0.57 0.58 0.57
3 6     X X X X X X          X X X X X X X 0.59 0.59 0.59
3 7     X X X X X X X         X X X X X X X 0.61 0.61 0.61
3 8 X X X X               X X X X X X X 0.60 0.62 0.61
3 9 X X X X X              X X X X X X X 0.62 0.63 0.62
3 10 X X X X X X             X X X X X X X 0.65 0.65 0.65
3 11 X X X X X X X            X X X X X X X 0.69 0.67 0.68
3 12 X X X X X X X X           X X X X X X X 0.71 0.68 0.69
3 13 X X X X X X X X X          X X X X X X X 0.72 0.69 0.70
3 14 X X X X X X X X X X         X X X X X X X 0.72 0.69 0.70
3 15 X X X X        X        X X X X X X X 0.65 0.65 0.65
3 16 X X X X X       X X       X X X X X X X 0.67 0.66 0.66
3 17 X X X X X X      X X X      X X X X X X X 0.69 0.67 0.68
3 18 X X X X X X X     X X X X     X X X X X X X 0.77 0.74 0.75
3 19 X X X X X X X X    X X X X X    X X X X X X X 0.80 0.76 0.78
3 20 X X X X X X X X X   X X X X X X   X X X X X X X 0.80 0.77 0.78
3 21 X X X X X X X X X X X X X X X X X X X X X X X X 0.81 0.77 0.79
  1. Recall, precision and F-score from the automatic word alignment when resources for the automatic word alignment were used cumulatively and all partitions were automatically aligned. The configurations CfStatistical, CfStatisticalStatic and CfStatisticalStaticTraining were used.