Characteristics | ALL | Simple | Regression | EM | MICE | KNN | Cluster | RF | Cart |
---|---|---|---|---|---|---|---|---|---|
SBP (mmHg) | 128.5±19.75 | 128.69±17.67 | 128.57±19.74 | 128.6±18.46 | 128.62±19.9 | 128.5±19.15 | 128.58±19.7 | 128.55±18.78 | 128.42±18.43 |
DBP (mmHg) | 75±12.31 | 75.03±11.05 | 74.96±12.36 | 75.04±11.53 | 75.02±13.33 | 74.99±11.88 | 75.07±12.34 | 75.01±11.63 | 74.97±11.53 |
Height (cm) | 163.27±8.56 | 163.22±7.65 | 163.27±8.53 | 163.26±7.94 | 163.21±8.56 | 163.27±8.33 | 163.18±8.53 | 163.27±8.15 | 163.24±8.07 |
Weight (kg) | 69.49±12.91 | 69.62±11.5 | 69.51±12.85 | 69.5±12.32 | 69.42±12.9 | 69.48±12.6 | 69.44±12.88 | 69.5±12.46 | 69.47±12.22 |
Hipline (cm) | 101.35±9.75 | 101.32±8.77 | 101.31±9.83 | 101.31±9.35 | 101.3±9.72 | 101.34±9.49 | 101.27±9.76 | 101.32±9.4 | 101.25±9.26 |
Waistline (cm) | 91.74±13.67 | 91.78±12.14 | 91.74±13.62 | 91.74±12.8 | 91.69±13.69 | 91.74±13.29 | 91.61±13.52 | 91.73±13.09 | 91.67±12.88 |
A/G | 1.59±0.38 | 1.58±0.33 | 1.59±0.37 | 1.58±0.34 | 1.58±0.36 | 1.59±0.36 | 1.58±0.37 | 1.59±0.35 | 1.58±0.34 |
ALB (g/L) | 45.41±4.27 | 45.44±3.81 | 45.4±4.31 | 45.43±3.86 | 44.44±4.3 | 45.43±4.11 | 45.42±4.23 | 45.44±3.98 | 45.44±3.9 |
ALP (U/L) | 71.31±22.93 | 71.26±20.28 | 71.24±22.87 | 71.29±20.55 | 71.5±22.77 | 71.26±21.99 | 71.11±22.48 | 71.33±21.02 | 71.29±20.44 |
AST (mmol/L) | 24.57±13.5 | 24.66±12.53 | 24.67±14.08 | 24.64±12.72 | 24.63±13.8 | 24.57±13.23 | 24.67±14.33 | 24.61±12.86 | 24.59±12.71 |
APOA (g/L) | 1.09±0.23 | 1.09±0.20 | 1.09±0.23 | 1.09±0.21 | 1.09±0.23 | 1.09±0.22 | 1.09±0.23 | 1.09±0.21 | 1.09±0.21 |
APOB (g/L) | 0.95±0.26 | 0.95±0.23 | 0.95±0.26 | 0.95±0.25 | 0.95±0.26 | 0.95±0.25 | 0.95±0.26 | 0.95±0.25 | 0.95±0.25 |
APOA/B | 1.24±0.47 | 1.23±0.42 | 1.23±0.47 | 1.24±0.44 | 1.24±0.47 | 1.23±0.46 | 1.23±0.46 | 1.24±0.45 | 1.23±0.43 |
GLU (mmol/L) | 5.03±2.1 | 5.03±1.88 | 5.02±2.09 | 5.03±1.9 | 5.03±2.15 | 5.03±2.01 | 5.04±2.19 | 5.03±1.94 | 5.03±1.90 |
CKMB (ng/L) | 19.46±21.15 | 19.45±18.99 | 19.37±20.83 | 19.48±19.09 | 19.4±20.99 | 19.44±20.34 | 19.4±21.01 | 19.49±19.62 | 19.44±19.06 |
CR (μmol/L) | 71.55±16.35 | 71.50±13.98 | 71.51±16.36 | 71.53±14.26 | 71.47±15.87 | 71.54±15.48 | 71.47±15.65 | 71.53±14.72 | 71.52±14.28 |
GLB (g/L) | 29.67±5.37 | 29.69±4.79 | 29.70±5.33 | 29.69±4.94 | 29.69±5.37 | 29.67±5.18 | 29.67±5.25 | 29.67±5.05 | 29.68±4.96 |
GGT (U/L) | 18.74±16.67 | 18.76±14.90 | 18.67±16.42 | 18.73±15.29 | 18.8±16.78 | 18.69±16.08 | 18.71±16.45 | 18.77±15.53 | 18.7±15.17 |
ALT (mmol/L) | 28.95±20.93 | 28.88±18.97 | 28.82±20.86 | 28.91±19.42 | 28.73±20.69 | 28.89±20.41 | 28.63±20.79 | 28.92±19.87 | 28.79±19.46 |
HDL (mmol/L) | 1.58±0.64 | 1.58±0.56 | 1.58±0.64 | 1.58±0.58 | 1.58±0.64 | 1.58±0.61 | 1.58±0.64 | 1.58±0.59 | 1.58±0.58 |
LDL (mmol/L) | 2.63±1.16 | 2.63±1.05 | 2.64±1.2 | 2.64±1.09 | 2.64±1.17 | 2.63±1.12 | 2.64±1.14 | 2.64±1.09 | 2.63±1.1 |
TC (mmol/L) | 4.71±1.82 | 4.72±1.66 | 4.7±1.76 | 4.72±1.70 | 4.7±1.82 | 4.71±1.79 | 4.72±1.82 | 4.72±1.75 | 4.71±1.71 |
TG (mmol/L) | 1.74±1.4 | 1.74±1.25 | 1.74±1.42 | 1.73±1.28 | 1.73±1.42 | 1.73±1.36 | 1.74±1.4 | 1.73±1.31 | 1.73±1.28 |
TBIL (umol/L) | 11.13±9.59 | 11.10±6.98 | 11.17±9.35 | 11.08±7.16 | 11.06±7.58 | 11.13±9.41 | 11.07±7.73 | 11.09±7.97 | 11.04±7.19 |
DBIL (umol/L) | 4.54±2.51 | 4.52±2.23 | 4.52±2.44 | 4.53±2.26 | 4.52±2.5 | 4.54±2.43 | 4.54±2.53 | 4.53±2.32 | 4.53±2.3 |