Fold 4 - Understanding why coefficient 18883 was selected
Tag: PETS
Selected Coefficient: 18883
Taxonomy Path: 2.2.3
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 18883 | 1.000162 | 2.2.3 | 3.2.2 (3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies | Yes |
| 4456234 | 1.000162 | 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 |
| 4050569 | 1.000320 | 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 | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PETS" tag (processing sequence 4377). 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 |
|---|---|---|---|---|---|---|---|
| 5802 | Dog Treats All Natural - Petphoria | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 4437351 | none | |
| 9074 | Navy QALO Leash & Collar Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 4031686 | none | |
| 16709 | Foldable Dog Pool | 18883 | Animals & Pet Supplies > Pet Supplies > Dog Supplies | none | 0 | none | |
| 3136 | Native Neem Organic Neem Oil | 0 | HAIR | -18883 | REUSABLE |