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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