Fold 0 - Understanding why coefficient 41833 was selected
Tag: HAMMERED
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 41833 | 0.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes |
These are the training products that have the "HAMMERED" tag (processing sequence 1676). 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 |
|---|---|---|---|---|---|---|---|
| 20525 | Cascading Chandelier Earrings | 41833 | none | 0 | EARRINGS | ||
| 20526 | Petite Soleil Earrings | 41833 | none | 0 | EARRINGS | ||
| 20527 | Embossed Flower Cocoon Earrings | 41833 | none | 0 | EARRINGS |