Fold 2 - Understanding why coefficient 523695365 was selected
Tag: MENOPAUSE
Selected Coefficient: 523695365
Taxonomy Path: 20.7.14.35.13
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? |
|---|---|---|---|---|---|
| 523695365 | 0.000000 | 20.7.14.35.13 | 13.35.14.7.20 (13*79^4 + 35*79^3 + 14*79^2 + 7*79 + 20) | Yes |
These are the training products that have the "MENOPAUSE" tag (processing sequence 2030). 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 | 523695365 | ACNE, ALL AGES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA | 0 | MOTHERS |