Fold 0 - Understanding why coefficient 578768 was selected
Tag: STOUT
Selected Coefficient: 578768
Taxonomy Path: 9.1.1.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 578768 | 2.000000 | 9.1.1.1 | 1.1.1.9 (571787 + 6889 + 83 + 9) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "STOUT" tag (processing sequence 475). 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 |
|---|---|---|---|---|---|---|---|
| 23988 | De La Senne - Stouterik | 578768 | none | 0 | INTERNATIONAL, BELGIAN | ||
| 23710 | Yonder - Battenburg Stout | 578768 | none | 0 | none | ||
| 23712 | Yonder - Cinnamon Bun | 578768 | none | 0 | none | ||
| 23880 | Brass Castle - Dark Web | 578768 | none | 0 | none | ||
| 23904 | Brasserie Des Legendes - Hercule | 578768 | none | 0 | INTERNATIONAL, BELGIAN | ||
| 23709 | Yonder - Basque Cheesecake | 578768 | none | 0 | none | ||
| 23930 | Brew York - Hazelnut Tonkoko | 0 | BREW YORK | -578768 | none | ||
| 23910 | Brew York - Black Tiger | 0 | BREW YORK | -578768 | none |