Fold 0 - Understanding why coefficient 20 was selected
Tag: CHRISTMAS ORNAMENT
Selected Coefficient: 20
Taxonomy Path: 20
Taxonomy Name: Religious & Ceremonial
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 20 | 1.000000 | 20 | 20 (20) | Religious & Ceremonial | Yes |
| 6481 | 1.000000 | 3.3.1 | 1.3.3 (6241 + 3*79 + 3) | Arts & Entertainment > Party & Celebration > Gift Giving | No |
These are the training products that have the "CHRISTMAS ORNAMENT" tag (processing sequence 3284). 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 |
|---|---|---|---|---|---|---|---|
| 17422 | Boys Christmas Ornament, Personalized Dinosaur Christmas Ornament, Cute Boys Christmas Ornament, Christmas Gift for Son Nephew Brother | 6481 | Arts & Entertainment > Party & Celebration > Gift Giving | none | 6461 | none | |
| 17426 | Personalized glass birthday Ornaments, boys glass birthday Ornaments, girls glass birthday Ornaments, Glass Ornament | 20 | Religious & Ceremonial | none | 0 | none |