Fold 0 - Understanding why coefficient 6402 was selected
Tag: NATURES BOUNTY
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
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? |
|---|---|---|---|---|---|
| 6402 | 0.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
These are the training products that have the "NATURES BOUNTY" tag (processing sequence 1273). 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 |
|---|---|---|---|---|---|---|---|
| 3996 | Father Moon | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4098 | Winters Edge Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS | |
| 4099 | Wolf Blood | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | DIGITAL PRINTS |