Table 2.
Mean and standard deviation (SD) of global accuracy (GA) and C values for the Baeysian classifiers based on different thresholds
| Training set | Test set | |||||||
|---|---|---|---|---|---|---|---|---|
| GA | C | GA | C | |||||
| Threshold | Average | SD | Average | SD | Average | SD | average | SD |
| 1µm | 0.829 | 0.0470 | 0.558 | 0.0751 | 0.800 | 0.0431 | 0.572 | 0.0655 |
| 5µm | 0.806 | 0.0368 | 0.576 | 0.0694 | 0.809 | 0.0471 | 0.618 | 0.1050 |
| 10µm | 0.776 | 0.0340 | 0.549 | 0.0650 | 0.774 | 0.0405 | 0.553 | 0.0858 |
| 20µm | 0.826 | 0.0286 | 0.653 | 0.0575 | 0.785 | 0.0407 | 0.573 | 0.0828 |
| 30µm | 0.831 | 0.0254 | 0.663 | 0.0507 | 0.794 | 0.0424 | 0.591 | 0.0836 |
| 40µm | 0.819 | 0.0260 | 0.643 | 0.0524 | 0.792 | 0.0405 | 0.588 | 0.0795 |