Table 3.
Item | Extracted factorsa | R2 | RMSECVb | RERc | RPDd | Sr e | RSDr f |
---|---|---|---|---|---|---|---|
Glucose, mmol L−1 | 5 | 0.66 | 0.3893 | 11.7 | 1.7 | 0.1550 | 3.86 |
Total cholesterol, mmol L−1 | 7 | 0.99 | 0.1156 | 43.8 | 13.8 | 0.0690 | 2.06 |
NEFAg, mmol L−1 | 6 | 0.86 | 0.1094 | 10.2 | 2.7 | 0.0325 | 9.80 |
NEFAg, ln(mmol L−1) | 5 | 0.78 | 0.4414 | 6. 8 | 2.1 | 0.1214 | 7.99 |
BHBAh, mmol L−1 | 5 | 0.38 | 0.1012 | 5.6 | 1.3 | 0.0245 | 4.98 |
BHBAh, ln(mmol L−1) | 7 | 0.60 | 0.1572 | 7.1 | 1.6 | 0.0669 | 9.03 |
Urea, mmol L−1 | 6 | 0.90 | 0.4623 | 13.0 | 3.1 | 0.2454 | 5.83 |
Creatinine, μmol L−1 | 4 | 0.60 | 6.7608 | 6.3 | 1.6 | 0.3080 | 0.31 |
Ca, mmol L−1 | 3 | 0.60 | 0.0791 | 6.3 | 1.6 | 0.0048 | 0.19 |
Inorganig P, mmol L−1 | 5 | 0.55 | 0.2336 | 7.3 | 1.5 | 0.0545 | 3.00 |
Mg, mmol L−1 | 4 | 0.55 | 0.0701 | 7.8 | 1.5 | 0.0063 | 0.62 |
Na, mmol L−1 | 4 | 0.57 | 2.2673 | 5.7 | 1.5 | 0.3289 | 0.23 |
K, mmol L−1 | 2 | 0.10 | 0.1920 | 5.1 | 1.0 | 0.0043 | 0.11 |
Cl, mmol L−1 | 6 | 0.70 | 1.3219 | 8.1 | 1.9 | 0.3198 | 0.30 |
Zn, μmol L−1 | 4 | 0.49 | 1.9577 | 5.6 | 1.4 | 0.2240 | 1.96 |
Ceruloplasmin, μmol L−1 | 3 | 0.59 | 0.6575 | 7.1 | 1.5 | 0.0705 | 2.17 |
Total protein, g L−1 | 5 | 0.99 | 0.7452 | 31.3 | 8.4 | 0.1561 | 0.21 |
Albumin, g L−1 | 6 | 0.96 | 0.5082 | 27.1 | 5.2 | 0.1362 | 0.38 |
Globulin, g L−1 | 4 | 0.98 | 0.8128 | 29.6 | 7.8 | 0.2665 | 0.67 |
Total bilirubin, μmol L−1 | 5 | 0.75 | 2.2967 | 9.7 | 2.0 | 0.6654 | 16.71 |
Total bilirubin, ln(μmol L−1) | 3 | 0.66 | 0.5320 | 8. 2 | 1.7 | 0.0225 | 2.40 |
Haptoglobin, g L−1 | 4 | 0.62 | 0.1678 | 5.2 | 1.6 | 0.0148 | 5.97 |
Haptoglobin, ln(g L−1) | 4 | 0.66 | 0.5734 | 6.0 | 1.7 | 0.0494 | 2.59 |
ASTi, U L−1 | 6 | 0.69 | 39.5398 | 8.7 | 1.8 | 9.1112 | 8.54 |
ASTi, ln(U L−1) | 4 | 0.54 | 0.2856 | 7.2 | 1.5 | 0.0282 | 0.62 |
GGTl, U L−1 | 4 | 0.40 | 7.5093 | 6.3 | 1.3 | 0.3565 | 1.27 |
GGTl, ln(U L−1) | 3 | 0.42 | 0.2344 | 5.8 | 1.3 | 0.0154 | 0.46 |
APm, U L−1 | 7 | 0.66 | 13.2962 | 6.2 | 1.7 | 8.3024 | 16.33 |
APm, ln(U L−1) | 7 | 0.64 | 0.2614 | 6.02 | 1.6 | 0.1696 | 4.42 |
aNumber of extracted factors with the PLS procedure
bRoot mean square error of cross validation
cRange error ratio, obtained dividing the range of each variable by its standard deviation of prediction errors
dRatio of prediction to deviation, obtained dividing the standard deviation of each variable with its standard deviation of prediction errors
eRepeatability of the standard deviation
fRepeatability relative standard deviation
gNon esterified fatty acids
hβ-OH-butyric acid
iAspartate amino transferase
lγ-glutamyl transferase
mAlkaline phosphatase