Table 1 Selected factors, F _N values and mean accuracies in the 3-CV training and testing sets obtained by PDM-ANN for dimensionality N = 1,..5,30-32.

1

Cholesterol-Intake in Food

62.23

63.16

61.29

2

(N = 1) + Gender

64.24

64.17

64.32

3

(N = 2) + Vitamin A-Total Intake

65.52

65.71

65.34

4

(N = 3) + Omega 3-Intake in Supplement

66.12

67.37

64.87

5

(N = 4) + VDR Fok1

65.75

68.85

62.66

..

....

....

....

....

30

(N = 31) -Vitamin B₁₂-Intake in Food

77.29

94.74

59.83

31

(N = 32) - TNF alpha G308A

77.30

94.21

60.39

32

Gender, Calories, Calcium-Intake in Food, Calcium-Supplement Only, Allium- Intake in Food, Folic Acid-Supplement, Cholesterol-Intake in Food, Cholesterol-Intake in Supplement, Omega 3-Intake in Food, Omega 3-Intake in Supplement, Saturated Fat-Intake in Supplement, Vitamin A-Total Intake, Vitamin A-Intake in Food, Vitamin A-Intake in Supplement, Vitamin B₆-Total Intake, Vitamin B₆-Intake in Food, Vitamin B₆-Intake in Supplement, Vitamin B₁₂-Total Intake, Vitamin B₁₂-Intake in Food, Vitamin C-Total Intake, CBS C699T, CETP G279A, COL1A1 G Sp1 T GSTM1 deletion, GSTP1 A313G, GSTT1 deletion, IL 6 G634C, MTHFR C677T, SOD2 C28T, TNF alpha G308A, VDR Fok1, VDR Bsm1 (32)

77.89

95.56

60.22