Fold 4 - Understanding why coefficient 25786454 was selected
Tag: KITCHEN UTENSIL
Selected Coefficient: 25786454
Taxonomy Path: 14.11.8.45
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? |
|---|---|---|---|---|---|
| 25786454 | 0.000002 | 14.11.8.45 | 45.8.11.14 (45*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 39509342 | 0.000002 | 14.11.8.69 | 69.8.11.14 (69*83^3 + 8*83^2 + 11*83 + 14) | No |
These are the training products that have the "KITCHEN UTENSIL" tag (processing sequence 5029). 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 |
|---|---|---|---|---|---|---|---|
| 14989 | Silicone Spatula Set - 4 Pieces | 39509342 | none | 13722888 | none | ||
| 15002 | Teak Wood Utensils Set - Wooden Kitchen Utensils | 25786454 | none | 0 | none |