Fold 1 - Understanding why coefficient -137876 was selected
Tag: CALENDULA
Selected Coefficient: -137876
Taxonomy Path: -13.1.20
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -137876 | 2.000000 | -13.1.20 | -20.1.13 (-(20*83^2 + 83 + 13)) | Yes | |
| 240012676 | 2.000000 | 82.81.62.4.5 | 5.4.62.81.82 (5*83^4 + 4*83^3 + 62*83^2 + 81*83 + 82) | No | |
| 8974782792 | 2.000000 | 13.3.2.9.23.2 | 2.23.9.2.3.13 (2*83^5 + 23*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "CALENDULA" tag (processing sequence 6191). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19845 | Golden Flower Salve | 8974782792 | none | 8974920668 | none | ||
| 19714 | Schisandra Extract | 240012676 | SIMPLE EXTRACTS, BERRY | 240150552 | none | ||
| 19725 | Sinus Clear Formula GLYCERITE | -137876 | CONGESTION, BUHNER & KATE FORMULA GLYCERITES | 0 | none |