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Table 2 Summary of the quality measures on the association rules, {one medication} → {one ICD-10 code} database

From: Non-redundant association rules between diseases and medications: an automated method for knowledge base construction

 

Lift

Conviction

Chi square

Novelty

Dependency

Satisfaction

Score

Min

0.602

0.635

0

−0.064

0

−0.574

−07.287

25%

0.970

0.995

0.502

−0.002

0.010

−0.005

−4.320

50%

1.104

1.018

2.217

0.004

0.023

0.018

−3.8144

75%

1.311

1.059

8.826

0.01

0.052

0.056

−3.0574

Max

8.601

11.883

521.294

0.116

0.689

0.916

7.576

Mean

1.202

1.096

8.826

0.005

0.047

0.042

−3.491

SD

0.464

0.516

27.021

0.012

0.073

0.139

1.289

  1. SD: Standard deviation.