Fold 0 - Understanding why coefficient 1441429 was selected
Tag: PETS
Selected Coefficient: 1441429
Taxonomy Path: 58.66.1.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1441429 | 1.000000 | 58.66.1.4 | 4.1.66.58 (4*71^3 + 5041 + 66*71 + 58) | Yes | |
| 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 | No |
These are the training products that have the "PETS" tag (processing sequence 1858). 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 | 3236466 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 1795037 | none | |
| 3136 | Native Neem Organic Neem Oil | 1441429 | ORGANIC, REUSABLE, HAIR | 0 | none |