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Table 4 Peformance of identity resolution for real-world 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

48.59 %

18.50 %

26.79 %

A*

1.0

0.0

0.0

48.59 %

18.50 %

26.79 %

B

0.9

0.1

0.0

57.98 %

16.47 %

25.65 %

B*

0.9

0.1

0.0

57.98 %

16.47 %

25.65 %

R

0.1

0.0

0.9

97.29 %

38.54 %

55.21 %

R*

0.1

0.0

0.9

97.29 %

38.54 %

55.21 %

CR

0.6

0.0

0.4

99.34 %

54.30 %

70.22 %