Table 4.
ATR-IR PLS regression results for baicalin and total baicalein. The unit of SEC, SEP and SECV is %.
ATR-IR | 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 | 2 | 0.88 | 1.22 | 1.37 | 2.80 | 3 | 0.88 | 0.93 | 1.31 | 2.91 |
2nd der | 4 | 0.90 | 0.85 | 1.22 | 3.14 | 4 | 0.88 | 0.85 | 1.35 | 2.84 |
MSC | 4 | 0.85 | 1.20 | 1.49 | 2.57 | 4 | 0.80 | 1.01 | 1.74 | 2.20 |
SNV | 4 | 0.85 | 1.19 | 1.49 | 2.56 | 4 | 0.81 | 1.01 | 1.69 | 2.27 |
2nd der+MSC | 2 | 0.89 | 1.18 | 1.31 | 2.92 | 4 | 0.88 | 0.81 | 1.43 | 2.68 |
SNV+2nd der | 3 | 0.88 | 1.03 | 1.37 | 2.79 | 3 | 0.86 | 0.92 | 1.46 | 2.62 |
2nd der+SNV | 2 | 0.89 | 1.16 | 1.30 | 2.95 | 4 | 0.88 | 0.79 | 1.45 | 2.64 |
ATR-IR | 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 | 0.88 | 1.05 | 1.19 | 2.77 | 2 | 0.85 | 0.89 | 1.28 | 2.57 |
2nd der | 3 | 0.88 | 0.80 | 1.14 | 2.88 | 3 | 0.87 | 0.71 | 1.18 | 2.79 |
MSC | 3 | 0.82 | 1.20 | 1.43 | 2.31 | 3 | 0.86 | 1.00 | 1.26 | 2.61 |
SNV | 3 | 0.83 | 1.19 | 1.40 | 2.36 | 3 | 0.85 | 0.98 | 1.26 | 2.62 |
2nd der+MSC | 2 | 0.89 | 1.00 | 1.13 | 2.92 | 3 | 0.89 | 0.86 | 1.04 | 3.18 |
SNV+2nd der | 3 | 0.87 | 0.84 | 1.21 | 2.73 | 4 | 0.87 | 0.70 | 1.18 | 2.79 |
2nd der+SNV | 2 | 0.89 | 0.99 | 1.12 | 2.94 | 3 | 0.89 | 0.81 | 1.02 | 3.24 |