Fold 3 - Understanding why coefficient 10441443 was selected
Tag: CHRISTMAS GIFT IDEAS
Selected Coefficient: 10441443
Taxonomy Path: 13.3.14.21
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap
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? |
|---|---|---|---|---|---|
| 10441443 | 0.000000 | 13.3.14.21 | 21.14.3.13 (21*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | Yes |
These are the training products that have the "CHRISTMAS GIFT IDEAS" tag (processing sequence 1456). 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 |
|---|---|---|---|---|---|---|---|
| 3024 | Simple Naked Goat's Milk Shaving Bar with Bentonite Clay | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | none |