Fold 1 - 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: 5
Unique residual values tried: 5
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 | 1.000164 | 2.2.3 | 3.2.2 (3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies | Yes |
| 3470156 | 1.000164 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | No |
| 4456234 | 1.000164 | 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 | 1.000481 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "PETS" tag (processing sequence 4467). 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 | 6921269 | none | |
| 5802 | Dog Treats All Natural - Petphoria | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 4437351 | none | |
| 16549 | Rolling Ball - Smart Interactive Pet Ball | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 3451273 | none | |
| 16709 | Foldable Dog Pool | 18883 | Animals & Pet Supplies > Pet Supplies > Dog Supplies | none | 0 | none | |
| 3136 | Native Neem Organic Neem Oil | 0 | REUSABLE | -18883 | none |