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Table 6 System performance on the test set

From: A cascade of classifiers for extracting medication information from discharge summaries

 

Field

Precision

Recall

F-score

Horizontal

N/A

88.6

80.2

84.1

Vertical

Name

92.6

87.1

89.8

 

Dosage

96.3

90.2

93.1

 

Frequency

95.6

90.8

93.2

 

Mode

96.7

90.2

93.3

 

Duration

70.6

40.5

51.5

 

Reason

73.4

34.7

47.1

 

All fields

91.6

82.7

86.9

  1. Horizontal and vertical metrics for system trained on the union of the training and development sets using all features in sets F1-F4b.