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Table 6 Performance Metrics, Drug Treatment Point-of-View, for Combo-enhanced dynamic summarization (DS), conventional treatment schema (TS), and baseline (BL) methodologies

From: Text summarization as a decision support aid

Disease

Recall

Precision

F1-Score

DS

TS

BL

DS

TS

BL

DS

TS

BL

Arterial

0.93

0.82

0.26

0.39

0.73

0.41

0.55

0.77

0.32

Hypertension

 

Diabetes

0.89

0.56

0.35

0.35

0.68

0.25

0.50

0.62

0.29

Mellitus Type 2

 

Congestive

0.93

0.70

0.13

0.34

0.60

0.25

0.50

0.64

0.17

Heart Failure

 

Pneumococcal

0.65

0.26

0.19

0.43

0.83

0.32

0.51

0.39

0.24

Pneumonia

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