Fold 1 - Understanding why coefficient 78886267 was selected
Tag: DOGS
Selected Coefficient: 78886267
Taxonomy Path: 27.0.0.2.2
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 78886267 | 0.000000 | 27.0.0.2.2 | 2.2.0.0.27 (2*79^4 + 2*79^3 + 27) | Yes |
These are the training products that have the "DOGS" tag (processing sequence 1223). 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 |
|---|---|---|---|---|---|---|---|
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 78886267 | CATS | 0 | FEMALE |