Research Article
Rapid Identification of Nine Easily Confused Mineral Traditional Chinese Medicines Using Raman Spectroscopy Based on Support Vector Machine
Table 4
The correction rates of cluster analysis based on complete spectra and intensity data extracted from original spectra and pretreated spectra (%).
| Label | Complete spectra | Intensity data extracted from original spectra and pretreated spectra | Original spectra | VN | FD | SD | VN + FD | VN + SD |
| 1 | 90 (9/10) | 90 (9/10) | 100 | 100 | 100 | 100 | 100 | 2 | 0 (0/6) | 50 (3/6) | 100 | 66.67 (4/6) | 66.67 (4/6) | 100 | 100 | 3 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 4 | 83.3 (5/6) | 100 | 100 | 100 | 100 | 100 | 100 | 5 | 0 (0/6) | 83.33 (5/6) | 50 (3/6) | 50 (3/6) | 33.33 (2/6) | 50 (3/6) | 33.33 (2/6) | 6 | 100 | 87.5 (7/8) | 100 | 100 | 100 | 100 | 100 | 7 | 40 (4/10) | 60 (6/10) | 30 (3/10) | 100 | 100 | 70 (7/10) | 70 (7/10) | 8 | 37.5 (3/8) | 75 (6/8) | 75 (6/8) | 75 (6/8) | 75 (6/8) | 25 (2/8) | 25 (2/8) | 9 | 62.5 (5/8) | 100 | 100 | 100 | 100 | 100 | 0 (0/8) | Total | 61.11 | 83.33 | 83.3 | 90.28 | 88.89 | 86.11 | 70.83 |
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