Fold 0 - Understanding why coefficient 4050569 was selected
Tag: NEW RELEASE
Selected Coefficient: 4050569
Taxonomy Path: 2.2.17.8
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars
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? |
|---|---|---|---|---|---|
| 4050569 | 0.000000 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | Yes |
These are the training products that have the "NEW RELEASE" tag (processing sequence 1769). 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 |
|---|---|---|---|---|---|---|---|
| 13937 | Love Bug - Nylon Dog Collar & Leash Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none |