Fold 3 - Understanding why coefficient 4456234 was selected
Tag: DOG TAG
Selected Coefficient: 4456234
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: 1
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? |
|---|---|---|---|---|---|
| 4456234 | 0.000000 | 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 | Yes |
These are the training products that have the "DOG TAG" tag (processing sequence 1132). 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 |
|---|---|---|---|---|---|---|---|
| 7505 | 1" Puppy - Assorted | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 0 | none | |
| 7506 | 1.5" 'Fetch' Bone | 4456234 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Treats | none | 0 | none |