Table 2 Results of Linear discriminant analysis for saffron qualitative subcategories discrimination: confusion matrix based on the 15 most informative variables selected for FT-NIR techniques.
Calibration | Cross-validation | Prediction | |||||||
|---|---|---|---|---|---|---|---|---|---|
True class | True class | True class | |||||||
1 Premium | 2 Superior | 3 High | 1 Premium | 2 Superior | 3 High | 1 Premium | 2 Superior | 3 High | |
Assigned | |||||||||
1 Premium | 13/13 100% | 2/46 4.35% | 0/20 0% | 12/13 92.31% | 3/46 6.52% | 0/20 0% | 5/7 71.4% | 0/23 0% | 0/8 0% |
2 Superior | 0/13 0% | 41/46 89.13% | 2/20 10.0% | 1/13 7.70% | 40/46 86.95% | 6/20 30.0% | 2/7 28.6% | 21/23 91.30% | 2/8 25.0% |
3 High | 0/13 0% | 3/46 6.52% | 18/20 90.0% | 0/13 0% | 3/46 6.52% | 14/20 70.0% | 0/7 0% | 2/23 8.70% | 6/8 75.0% |