Table 5 Logistic analysis of training set and internal validation ensemble set
Variables | Single factor | Multi factor | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
β | S.E | Z | P | OR (95%CI) | β | S.E | Z | P | OR (95%CI) | |
ImpactOnEating | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -0.36 | 0.31 | -1.18 | 0.238 | 0.70 (0.38 ~ 1.27) | |||||
FamilyHistory | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.12 | 0.49 | -2.26 | 0.024 | 0.33 (0.12 ~ 0.86) | -1.94 | 0.84 | -2.32 | 0.021 | 0.14 (0.03 ~ 0.74) |
WeightGain | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -0.94 | 0.3 | -3.09 | 0.002 | 0.39 (0.22 ~ 0.71) | -1.27 | 0.59 | -2.15 | 0.032 | 0.28 (0.09 ~ 0.90) |
AcademicQualifications | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 0.26 | 0.29 | 0.87 | 0.384 | 1.29 (0.73 ~ 2.30) | |||||
Job | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.05 | 0.34 | -3.1 | 0.002 | 0.35 (0.18 ~ 0.68) | |||||
Revenue | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 1 | 0.34 | 2.9 | 0.004 | 2.71 (1.38 ~ 5.33) | |||||
Exercise | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.44 | 0.52 | -2.75 | 0.006 | 0.24 (0.09 ~ 0.66) | |||||
Sleeplessness | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.01 | 0.47 | -2.17 | 0.03 | 0.36 (0.15 ~ 0.91) | |||||
ProfessionalGuidance | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 0.68 | 0.35 | 1.94 | 0.053 | 1.97 (0.99 ~ 3.92) | |||||
ConfidenceLevel | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.21 | 0.37 | -3.24 | 0.001 | 0.30 (0.14 ~ 0.62) | |||||
SpousalRelationships | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.33 | 0.33 | -4.02 | <0.001 | 0.26 (0.14 ~ 0.50) | 9.74 | 1455.4 | 0.01 | 0.995 | 16983.14 (0.00 ~ Inf) |
ParentalRelations | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.41 | 0.33 | -4.26 | <0.001 | 0.24 (0.13 ~ 0.47) | -11.81 | 1455.4 | -0.01 | 0.994 | 0.00 (0.00 ~ Inf) |
ALT | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.84 | 0.35 | -5.26 | <0.001 | 0.16 (0.08 ~ 0.32) | -2.78 | 0.63 | -4.43 | <0.001 | 0.06 (0.02 ~ 0.21) |
AST | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -0.91 | 0.34 | -2.67 | 0.008 | 0.40 (0.21 ~ 0.79) | |||||
ALP | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.2 | 0.38 | -3.17 | 0.002 | 0.30 (0.14 ~ 0.63) | |||||
TBIL | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 1.46 | 0.44 | 3.31 | <0.001 | 4.31 (1.81 ~ 10.26) | |||||
DBIL | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 0.67 | 0.33 | 2.03 | 0.042 | 1.96 (1.02 ~ 3.75) | |||||
IBIL | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 0.76 | 0.38 | 1.99 | 0.046 | 2.14 (1.01 ~ 4.52) | |||||
TBA | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | 0.68 | 0.34 | 2.01 | 0.045 | 1.98 (1.02 ~ 3.87) | 1.61 | 0.63 | 2.56 | 0.01 | 5.02 (1.46 ~ 17.26) |
CG | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | 0.86 | 0.55 | 1.56 | 0.119 | 2.36 (0.80 ~ 6.91) | |||||
TC | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.52 | 0.38 | -4.02 | <0.001 | 0.22 (0.10 ~ 0.46) | -1.99 | 0.62 | -3.23 | 0.001 | 0.14 (0.04 ~ 0.46) |
TG | ||||||||||
1 | 1.00 (Reference) | 1.00 (Reference) | ||||||||
2 | -1.83 | 0.57 | -3.22 | 0.001 | 0.16 (0.05 ~ 0.49) | -1.81 | 0.85 | -2.13 | 0.033 | 0.16 (0.03 ~ 0.86) |
HDL | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -2.07 | 0.68 | -3.02 | 0.003 | 0.13 (0.03 ~ 0.48) | |||||
LDL | ||||||||||
1 | 1.00 (Reference) | |||||||||
2 | -1.21 | 0.37 | -3.23 | 0.001 | 0.30 (0.14 ~ 0.62) | |||||