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Table 7 Precision, Recall, and F-score of ESA and econo-ESA with 0.6 threshold value

From: Econo-ESA in semantic text similarity

Test set

ESA

Econo-ESA

 

Precision

Recall

F-score

Precision

Recall

F-score

LISA

0.0018

0.9875

0.0036

0.0018

0.9863

0.0036

NPL

0.0020

0.9767

0.0039

0.0020

0.9770

0.0039

CACM

0.0049

0.9692

0.0097

0.0049

0.9724

0.0097

CISI

0.0279

0.9162

0.0531

0.0280

0.8912

0.0531

Cranfield

0.0060

0.8885

0.0119

0.0060

0.9008

0.0120

Time

0.0100

0.6742

0.0194

0.0103

0.6179

0.0198

Medline

0.0228

0.8500

0.0440

0.0227

0.8600

0.0440

ADI

0.0597

0.9808

0.1062

0.0592

0.9905

0.1059