Fold 4 - Understanding why coefficient 10441443 was selected
Tag: COCOA BUTTER
Selected Coefficient: 10441443
Taxonomy Path: 13.3.14.21
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap
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? |
|---|---|---|---|---|---|
| 10441443 | 1.000000 | 13.3.14.21 | 21.14.3.13 (21*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | Yes |
| 3892492977 | 1.000000 | 0.0.71.73.20.1 | 1.20.73.71.0.0 (3077056399 + 20*79^4 + 73*79^3 + 71*79^2) | No |
These are the training products that have the "COCOA BUTTER" tag (processing sequence 3155). 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 |
|---|---|---|---|---|---|---|---|
| 2080 | Cocoa Butter with Argan Oil - 100% pure, virigin grade | 3892492977 | DRYNESS | 3882051534 | none | ||
| 20243 | Fresh | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 0 | none |