Fold 3 - Understanding why coefficient 523192163 was selected
Tag: STICKER PACKS
Selected Coefficient: 523192163
Taxonomy Path: 3.2.1.2.11
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 523192163 | 0.000000 | 3.2.1.2.11 | 11.2.1.2.3 (11*83^4 + 2*83^3 + 6889 + 2*83 + 3) | Yes | |
| 16136979772 | 0.000000 | 3.2.1.2.8.4 | 4.8.2.1.2.3 (4*83^5 + 8*83^4 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "STICKER PACKS" tag (processing sequence 4230). 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 |
|---|---|---|---|---|---|---|---|
| 4002 | FREE STICKER PACK !! Canada GUILTY AF!! | 16136979772 | none | 15613787609 | none | ||
| 3990 | Decolonize Your Mind Sticker pack | 16136979772 | none | 15613787609 | none | ||
| 4047 | Not So Funny Money 350 Sticker Pack | 16136979772 | none | 15613787609 | none | ||
| 3976 | Chippewar Nation Sticker Pack | 523192163 | none | 0 | none | ||
| 4060 | Tarantino Series Sticker Pack | 523192163 | none | 0 | none | ||
| 4056 | Sister's Sticker Pack | 523192163 | none | 0 | none | ||
| 3993 | Elements Sticker Pack | 523192163 | none | 0 | none |