Fold 4 - Understanding why coefficient 3236466 was selected
Tag: PETS
Selected Coefficient: 3236466
Taxonomy Path: 2.2.3.9
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats
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? |
|---|---|---|---|---|---|
| 3236466 | 1.000000 | 2.2.3.9 | 9.3.2.2 (9*71^3 + 3*71^2 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | Yes |
| 54397431 | 1.000000 | 0.0.70.9.2 | 2.9.70.0.0 (2*71^4 + 9*71^3 + 70*71^2) | No |
These are the training products that have the "PETS" tag (processing sequence 1847). 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 |
|---|---|---|---|---|---|---|---|
| 3136 | Native Neem Organic Neem Oil | 54397431 | ORGANIC | 51160965 | REUSABLE, HAIR | ||
| 5802 | Dog Treats All Natural - Petphoria | 3236466 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 0 | none |