Table 4.
Selected bands of the PLS-DA model results using silver and gold tungsten lamps for the discrimination of abnormal eggs.
| Lamp Type | Selected Bands |
Validation Set Accuracy | |||
|---|---|---|---|---|---|
| Normal (%) | Bloody (%) | YD (%) | Total (%) | ||
| Silver Lamp |
9 | 100.0 | 92.6 | 100.0 | 97.5 |
| 6 | 100.0 | 86.6 | 100.0 | 95.5 | |
| 5 | 100.0 | 83.8 | 100.0 | 94.6 | |
| 4 | 100.0 | 82.0 | 100.0 | 94.0 | |
| 3 | 100.0 | 82.5 | 98.7 | 93.7 | |
| Gold Lamp |
10 | 100.0 | 89.0 | 98.6 | 95.9 |
| 7 | 100.0 | 82.3 | 95.7 | 92.7 | |
| 6 | 100.0 | 79.8 | 98.2 | 92.7 | |
| 5 | 100.0 | 78.3 | 98.4 | 92.2 | |
| 3 | 100.0 | 78.0 | 95.3 | 91.1 | |
Normal (%): normal egg prediction accuracy (%); Bloody (%): bloody egg prediction accuracy (%); YD (%): yolk-destroyed egg prediction accuracy (%); Total (%): total egg group prediction accuracy (%).