Fold 0 - Understanding why coefficient 1516723 was selected
Tag: 2019
Selected Coefficient: 1516723
Taxonomy Path: 2.2.6.3
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1516723 | 1.000000 | 2.2.6.3 | 3.6.2.2 (3*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "2019" tag (processing sequence 2465). 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 |
|---|---|---|---|---|---|---|---|
| 8148 | Dog Helios 'Ice-Breaker' Extendable Hooded Dog Coat w/ Heat Reflective Technology | 1516723 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats | none | 0 | none | |
| 8253 | Touchdog 'Tuskegee' Aero-Vintage Designer Fashion Winter Dog Coat | 1516723 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Coats | none | 0 | none | |
| 8830 | Pagani Automobili Men's Polo Dark Grey | 0 | POLO | -1516723 | none |