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Table 7 Linkage quality – max F-measure vs. F-measure at threshold estimate

From: Estimating parameters for probabilistic linkage of privacy-preserved datasets

Dataset

Threshold

Sample 1

Sample 2

Sample 3

Sample 4

Sample 5

RMSE

NSW

Best

14

0.9961

0.9965

0.9963

0.9963

0.9961

 
 

Estimated

12

0.9943

0.9946

0.9945

0.9944

0.9942

0.0019

SA

Best

13

0.9590

0.9567

0.9563

0.9582

0.9589

 
 

Estimated

12

0.9589

0.9566

0.9563

0.9581

0.9588

0.0001

WA

Best

13

0.9920

0.9916

0.9921

0.9917

0.9918

 
 

Estimated

11

0.9871

0.9870

0.9873

0.9871

0.9875

0.0046