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Table 3 Peformance of identity resolution for synthetic data

From: A framework of identity resolution: evaluating identity attributes and matching algorithms

Method

α

β

1-α-β

Precision

Recall

F-measure

A

1.0

0.0

0.0

9.43 %

92.62 %

16.97 %

A*

1.0

0.0

0.0

7.72 %

94.27 %

14.16 %

B

0.7

0.3

0.0

85.66 %

30.71 %

44.37 %

B*

0.7

0.3

0.0

85.02 %

31.21 %

44.71 %

R

0.5

0.25

0.25

79.22 %

37.87 %

50.41 %

R*

0.5

0.25

0.25

77.11 %

38.64 %

50.44 %

CR

0.5

0.25

0.25

87.95 %

44.15 %

58.17 %