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Table 5 Performances of different agents (average of five iterations) in terms of relevance of symptom investigation (IReS-1, IReS-2) and disease coverage

From: Symptoms are known by their companies: towards association guided disease diagnosis assistant

Model

IReS-1

IReS-2

Top 3 disease coverage

Top 5 disease coverage

HRL Liao et al. [12]

0.3058

0.4975

77.30

87.70

PR-SIDDA with only AM

0.2520

0.3565

81.02

91.90

PR-SIDDA with only RM

0.4385

0.7635

80.64

90.44

A- SIDS with only AM

0.2611

0.2987

81.40

90.96

A- SIDS with only RM

0.2938

0.4083

82.82

92.50

A-SIDDA

0.4123

0.8458

82.26

92.74

  1. The bold figure shows superiority