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Table 3 Comparison of Precision (P), Recall (R) and F1 scores for trigger word detection

From: Drug knowledge discovery via multi-task learning and pre-trained models

Label

P

R

F1

CPA

0.39

0.27

0.32

Disease

0.57

0.57

0.57

Enzyme

0.75

0.16

0.26

Gene

0.71

0.64

0.68

Interaction

0.50

0.29

0.36

MPA

0.46

0.47

0.47

NegReg

0.71

0.62

0.66

Pathway

0.83

0.36

0.50

PosReg

0.64

0.61

0.63

Protein

0.32

0.17

0.22

Reg

0.75

0.50

0.60

Var

0.64

0.63

0.64

ALL (ours)

0.63

0.56

0.60

ALL (baseline)

0.50

0.51

0.50

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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