Table 3 Leave-20%-Out cross-validation results for the production system model.
Number of spectra | Number of passes | Number of failures | Number of outliers | Correct classification rate (excluding outliers) | Correct classification rate (including outliers) | |
---|---|---|---|---|---|---|
561 | 470 | 90 | 1 | 83.9% | 83.8% | |
Group | Conventional | Organic | Outlier | Total | ||
Conventional | 248 | 53 | 0 | 301 | ||
Organic | 37 | 222 | 1 | 260 | ||
Total | 285 | 275 | 1 | 561 |