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Table 5 Summary of the results analyzing the syndrome differentiation factors by adopting association rules

From: Research of insomnia on traditional Chinese medicine diagnosis and treatment based on machine learning

Association

Confidence

Support

Lift

Pathogenic factors: fire → Asthenia and sthenia: sthenia

1

0.08

3.86

Pathogenic factors: fire → Cold and heat: heat

1

0.08

1.56

Pathogenic factors: fire/Cold and heat: heat → Asthenia and sthenia: sthenia

1

0.08

3.86

Asthenia and sthenia: sthenia/Pathogenic factors: fire → Cold and heat: heat

1

0.08

1.56

Pathogenic factors: fire → Asthenia and sthenia: sthenia/Cold and heat: heat

1

0.08

1.45

Pathogenic factors: fire, blood stasis → Asthenia and sthenia: sthenia

0.96

0.07

3.7

Pathogenic factors: fire, blood stasis → Cold and heat: heat

0.96

0.07

1.49

Pathogenic factors: fire, blood stasis, asthenia → Asthenia and sthenia: asthenia and sthenia complex

0.92

0.08

3.22

Asthenia and sthenia: sthenia → Cold and heat: heat

0.92

0.26

1.43

Pathogenic factors: fire → Five zang-organs: heart, liver

0.89

0.08

2.8

Pathogenic factors: asthenia → Asthenia and sthenia: asthenia

0.89

0.17

1.97

Pathogenic factors: fire, blood stasis → Five zang-organs: heart, liver

0.85

0.07

2.69

Five zang-organs: heart, liver/Six fu-organs: gallbladder → Cold and heat: heat

0.85

0.13

1.33

Five zang-organs: heart, liver → Cold and heat: heat

0.85

0.32

1.32

Cold and heat: normal → Asthenia and sthenia: asthenia

0.82

0.11

1.83

Five zang-organs: heart, liver, spleen/Asthenia and sthenia: asthenia and sthenia complex → Cold and heat: heat

0.82

0.1

1.28

Five zang-organs: heart, liver, spleen/Six fu-organs: normal → Cold and heat: heat

0.8

0.08

1.25

Pathogenic factors: phlegm, asthenia → Asthenia and sthenia: asthenia

0.79

0.09

1.75

Five zang-organs: heart, spleen → Asthenia and sthenia: asthenia

0.76

0.21

1.69

Five zang-organs: heart, spleen/Six fu-organs: normal → Asthenia and sthenia: asthenia

0.75

0.09

1.67

Pathogenic factors: blood stasis, asthenia → Asthenia and sthenia: asthenia

0.73

0.2

1.63

Five zang-organs: heart, liver, spleen → Cold and heat: heat

0.73

0.23

1.14

Asthenia and sthenia: asthenia and sthenia complex → Cold and heat: heat

0.72

0.28

1.12