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Table 3 DT Rules for Dyslipidemia

From: Predicting the 10-year incidence of dyslipidemia based on novel anthropometric indices, using data mining

Rules

Dyslipidemia (%)

Non- Dyslipidemia (%)

DT Rules for Dyslipidemia without confounder

 R1: VAI <  = 0.64

50.00

50.00

 R2: VAI > 0.64 & VAI <  = 0.79

48.00

52.00

 R3: VAI > 0.79 & VAI <  = 1.03

38.20

61.80

 R4: VAI > 1.03 & VAI <  = 1.86 & LAP <  = 23.70

61.50

38.50

 R5: VAI > 1.03 & VAI <  = 1.86 & LAP > 23.70

71.50

28.50

 R6: VAI > 1.86

83.00

17.00

DT Rules for Dyslipidemia with confounder

 R1: VAI <  = 0.63

33.30

66.70

 R2: VAI > 0.63 & VAI <  = 1.03 & BMI <  = 25.89

57.10

42.90

 R3: VAI > 0.63 & VAI <  = 1.03 & BMI > 25.89

48.60

51.40

 R4: VAI > 1.03 & VAI <  = 1.88 & LAP <  = 24.14

63.40

36.60

 R5: VAI > 1.03 & VAI <  = 1.88 & LAP > 24.14 & Depression Score <  = 1

81.20

18.80

 R6: VAI > 1.03 & VAI <  = 1.88 & LAP > 24.14 & Depression Score > 1 & Depression Score <  = 7

65.70

34.30

 R7: VAI > 1.03 & VAI <  = 1.88 & LAP > 24.14 & Depression Score > 7

73.10

26.90

 R1: VAI <  = 0.63

33.30

66.70

  1. Abbreviations: LAP Lipid Accumulation Product, VAI Visceral Adiposity Index, BMI body mass index, PAL physical activity level