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Table 2 Overview of dosage form identification performance

From: Automatic identification and normalization of dosage forms in drug monographs

  

Gold standard (100)

Silver Standard (933)

 
  

Development (55)

Test(45)

Development (462)

Test(471)

Precision

Mean

0.81

0.80

0.75

0.70

 

Standard deviation

0.30

0.27

0.27

0.31

 

Median

1.00

1.00

0.75

0.67

 

Interquartile range

0.38

0.50

0.50

0.50

Recall

Mean

0.93

0.98

0.82

0.81

 

Standard deviation

0.24

0.09

0.27

0.31

 

Median

1.00

1.00

1.00

1.00

 

Interquartile range

0.00

0.00

0.40

0.33

F-Measure

Mean

0.84

0.85

0.74

0.71

 

Standard deviation

0.27

0.20

0.23

0.27

 

Median

1.00

1.00

0.67

0.67

 

Interquartile range

0.24

0.33

0.33

0.35