Research Article
Gas Chromatography Data Classification Based on Complex Coefficients of an Autoregressive Model
Table 2
RBF-PCA classification effects on the AR coefficients of different order AR models.
| AR | Gaussian | Accuracy | Accuracy | Accuracy | Accuracy | order | width | (B. cereus) | (B. licheniformis) | (B. mycoides) | (B. subtilis) |
| 20 | 0.005 | 8/9 | 8/9 | 7/9 | 9/9 | 0.01 | 8/9 | 8/9 | 8/9 | 9/9 | 0.02 | 8/9 | 8/9 | 7/9 | 9/9 |
| 40 | 0.02 | 8/9 | 8/9 | 8/9 | 9/9 | 0.025 | 9/9 | 8/9 | 8/9 | 9/9 | 0.03 | 8/9 | 8/9 | 7/9 | 9/9 |
| 60 | 0.025 | 9/9 | 8/9 | 7/9 | 9/9 | 0.03 | 9/9 | 8/9 | 8/9 | 9/9 | 0.04 | 8/9 | 8/9 | 8/9 | 9/9 |
|
|