Fold 0 - Understanding why coefficient 280637950 was selected
Tag: MENOPAUSE
Selected Coefficient: 280637950
Taxonomy Path: 13.6.7.3.11
Taxonomy Name:
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 280637950 | 0.000000 | 13.6.7.3.11 | 11.3.7.6.13 (11*71^4 + 3*71^3 + 7*71^2 + 6*71 + 13) | Yes |
These are the training products that have the "MENOPAUSE" tag (processing sequence 1656). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 280637950 | ACNE, ALL AGES, ANTI-AGEING, BABIES, CRADLE CAP, ECZEMA, INFANTS | 0 | none |