Table 5.
NIR PLS regression results for baicalin and total baicalein. The unit of SEC, SEP and SECV is %.
NIR | Baicalin |
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Cross validation |
Test-set validation |
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Factors | R2 | SEC | SECV | RPD | Factors | R2 | SEC | SEP | RPD | |
1st der | 3 | 0.83 | 1.45 | 1.63 | 2.34 | 4 | 0.83 | 1.09 | 1.77 | 2.16 |
2nd der | 3 | 0.87 | 1.26 | 1.43 | 2.67 | 3 | 0.86 | 1.21 | 1.67 | 2.29 |
MSC | 4 | 0.70 | 1.72 | 2.12 | 1.80 | 4 | 0.76 | 1.82 | 2.40 | 1.59 |
SNV | 5 | 0.77 | 1.56 | 1.89 | 2.02 | 5 | 0.76 | 1.55 | 2.17 | 1.76 |
2nd der+MSC | 2 | 0.86 | 1.34 | 1.46 | 2.60 | 3 | 0.87 | 1.14 | 1.52 | 2.50 |
SNV+2nd der | 3 | 0.82 | 1.38 | 1.68 | 2.27 | 3 | 0.88 | 1.36 | 1.50 | 2.54 |
2nd der+SNV | 2 | 0.86 | 1.32 | 1.46 | 2.62 | 3 | 0.87 | 1.12 | 1.54 | 2.47 |
NIR | Total baicalein |
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Cross validation |
Test-set validation |
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Factors | R2 | SEC | SECV | RPD | Factors | R2 | SEC | SEP | RPD | |
1st der | 2 | 0.81 | 1.28 | 1.45 | 2.26 | 2 | 0.78 | 1.16 | 1.48 | 2.22 |
2nd der | 2 | 0.84 | 1.20 | 1.35 | 2.43 | 2 | 0.84 | 1.03 | 1.19 | 2.76 |
MSC | 4 | 0.70 | 1.47 | 1.83 | 1.80 | 4 | 0.78 | 1.44 | 1.52 | 2.16 |
SNV | 5 | 0.76 | 1.32 | 1.65 | 2.00 | 5 | 0.75 | 1.24 | 1.64 | 2.01 |
2nd der+MSC | 2 | 0.84 | 1.23 | 1.36 | 2.42 | 2 | 0.83 | 1.13 | 1.34 | 2.46 |
SNV+2nd der | 3 | 0.82 | 1.17 | 1.43 | 2.29 | 3 | 0.81 | 1.12 | 1.42 | 2.32 |
2nd der+SNV | 2 | 0.84 | 1.21 | 1.35 | 2.44 | 2 | 0.83 | 1.12 | 1.36 | 2.41 |