Table 4.
Monitoring program of 2016–2018 | Total number of samples | ML model prediction result | Total cost (euro) | Calculation | |
---|---|---|---|---|---|
Designed | 841 | TP | 1 | 32300 | Eqs. (1–4) |
FP | 24 | ||||
TN | 816 | ||||
FNa | 0 | ||||
Officialb | 841 | NANb | NAN | 925100 | Eq. (5) |
aTP represents an actual non-compliant batch that was predicted as non-compliant. FP represents a compliant batch that was predicted to be non-compliant, TN represents an actual compliant batch that was predicted as compliant. FN represents an actual non-compliant batch that was predicted as compliant.
bNo predictive model was performed.