Fold 1 - Understanding why coefficient 123322410 was selected
Tag: ARTIGIANALE
Selected Coefficient: 123322410
Taxonomy Path: 13.3.10.13.3
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo
Products with this tag: 7
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 | 3.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*79^4 + 13*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "ARTIGIANALE" tag (processing sequence 467). 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 |
|---|---|---|---|---|---|---|---|
| 1506 | Shampoo Solido per Capelli Colorati | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1501 | Shampoo Solido per Capelli Biondi e Chiari | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1499 | Shampoo Solido - Anticaduta e Rinforzante | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | SEBOREGOLATORE | |
| 1508 | Shampoo Solido per Capelli Secchi | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1500 | Shampoo Solido - Antiforfora e Capelli Grassi | 0 | ANTI-FORFORA | -123322410 | SEBOREGOLATORE | ||
| 1518 | Shampoo Solido "Purezza" - Purificante ed Antiforfora | 0 | ANTI-FORFORA | -123322410 | none | ||
| 1516 | Shampoo Solido per Cute Sensibile e Antiforfora | 0 | ANTI-FORFORA | -123322410 | none |