Fold 2 - Understanding why coefficient 717034938 was selected
Tag: REDNESS
Selected Coefficient: 717034938
Taxonomy Path: 13.3.2.9.15
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 717034938 | 0.000002 | 13.3.2.9.15 | 15.9.2.3.13 (15*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 906868222 | 0.000002 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 585827 | 0.000005 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "REDNESS" tag (processing sequence 4822). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 906868222 | none | 189833284 | EYE CARE | ||
| 10081 | Protective Day Cream SPF 23 Backbar (Wholesale) | 717034938 | none | 0 | none | ||
| 10082 | Protective Day Cream SPF 23 (Wholesale) | 717034938 | none | 0 | none | ||
| 10087 | Soothing body lotion (Wholesale) | 585827 | none | -716449111 | none |