Fold 0 - Understanding why coefficient 4050569 was selected
Tag: PETS
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: 3
Unique residual values tried: 3
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 | 0.000320 | 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 |
| 4456234 | 0.000320 | 2.2.3.9 | 9.3.2.2 (9*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | No |
| 6940152 | 0.000320 | 2.2.6.14 | 14.6.2.2 (14*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | No |
These are the training products that have the "PETS" tag (processing sequence 2303). 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 |
|---|---|---|---|---|---|---|---|
| 10711 | Sport Dog Shoes | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 2889583 | none | |
| 5802 | Dog Treats All Natural - Petphoria | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 405665 | none | |
| 9074 | Navy QALO Leash & Collar Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 0 | none |