Fold 1 - Understanding why coefficient 2078413 was selected
Tag: SS24
Selected Coefficient: 2078413
Taxonomy Path: 2.2.17.4
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Harnesses
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? |
|---|---|---|---|---|---|
| 2078413 | 0.000002 | 2.2.17.4 | 4.17.2.2 (4*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Harnesses | Yes |
| 4050569 | 0.000002 | 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 | No |
These are the training products that have the "SS24" tag (processing sequence 3333). 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 |
|---|---|---|---|---|---|---|---|
| 19532 | Horizon Collar | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 1972156 | none | |
| 19533 | Horizon Harness | 2078413 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Harnesses | none | 0 | none |