Fold 1 - Understanding why coefficient -123322410 was selected
Tag: SEBOREGOLATORE
Selected Coefficient: -123322410
Taxonomy Path: -13.3.10.13.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -123322410 | 2.000000 | -13.3.10.13.3 | -3.13.10.3.13 (-(3*79^4 + 13*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SEBOREGOLATORE" tag (processing sequence 2567). 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 |
|---|---|---|---|---|---|---|---|
| 1497 | Shampoo Salvia e Limone - Capelli Grassi | 0 | ANTI-FORFORA | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | |
| 1499 | Shampoo Solido - Anticaduta e Rinforzante | 0 | ARTIGIANALE | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | |
| 1485 | Shampoo per Cute con Forfora - onYOU | -123322410 | ANTI-FORFORA, NICHEL TESTED | 0 | none | ||
| 1500 | Shampoo Solido - Antiforfora e Capelli Grassi | -123322410 | ANTI-FORFORA, ARTIGIANALE | 0 | none |