Research Article
Gas Chromatography Data Classification Based on Complex Coefficients of an Autoregressive Model
Table 1
BPNN classification effects on the AR coefficients of different order AR models.
| AR | Hidden node | Accuracy | Accuracy | Accuracy | Accuracy | order | number | (B. cereus) | (B. licheniformis) | (B. mycoides) | (B. subtilis) |
| 20 | 3 | 8/9 | 7.7/9 | 7.7/9 | 8.3/9 | 8 | 8.3/9 | 8/9 | 7.7/9 | 9/9 | 16 | 8/9 | 8/9 | 8.3/9 | 9/9 |
| 40 | 3 | 7.7/9 | 8/9 | 7.7/9 | 9/9 | 8 | 8/9 | 7.7/9 | 8/9 | 9/9 | 16 | 8/9 | 8/9 | 7.7/9 | 9/9 |
| 60 | 3 | 8/9 | 8/9 | 6.3/9 | 8.3/9 | 8 | 8/9 | 8/9 | 7.7/9 | 9/9 | 16 | 8.3/9 | 8/9 | 7.7/9 | 9/9 |
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