Table 2.
PLS-DA classification results in calibration and in cross-validation.
Sample Matrix |
Effect | Pre-Treatment | N° Variables | N° LV a | Acc% cal b | Acc% cv c |
---|---|---|---|---|---|---|
Eye | Short-term | Der1 | 86 | 5 | 100 | 100 |
Der2 | 86 | 2 | 100 | 100 | ||
SNV | 86 | 5 | 97.22 | 97.22 | ||
Long-term | Der1 | 86 | 4 | 97.22 | 97.22 | |
Der2 | 86 | 2 | 100 | 100 | ||
SNV | 24 | 5 | 100 | 100 | ||
Gills | Short-term | Der1 | 86 | 4 | 100 | 100 |
Der2 | 86 | 2 | 100 | 100 | ||
SNV | 86 | 5 | 100 | 97.22 | ||
Long-term | Der1 | 46 | 2 | 94.44 | 94.44 | |
Der2 | 71 | 5 | 100 | 100 | ||
SNV | 86 | 2 | 97.22 | 97.22 | ||
Muscle | Short-term | Der1 | 22 | 4 | 97.22 | 97.22 |
Der2 | 71 | 5 | 100 | 100 | ||
SNV | 49 | 3 | 94.44 | 94.44 | ||
Long-term | Der1 | 92 | 5 | 97.22 | 91.67 | |
Der2 | 52 | 4 | 100 | 100 | ||
SNV | 98 | 4 | 80.56 | 86.11 | ||
Skin | Short-term | Der1 | 86 | 4 | 100 | 100 |
Der2 | 86 | 5 | 100 | 97.22 | ||
SNV | 23 | 5 | 91.67 | 88.89 | ||
Long-term | Der1 | 49 | 5 | 97.22 | 97.22 | |
Der2 | 86 | 4 | 100 | 100 | ||
SNV | 52 | 5 | 100 | 100 |
a Latent variables. b Accuracy of calibration. c Accuracy of cross-validation.