Fold 0 - Understanding why coefficient 80938522 was selected
Tag: NICHEL TESTED
Selected Coefficient: 80938522
Taxonomy Path: 13.3.10.13.3
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo
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? |
|---|---|---|---|---|---|
| 80938522 | 1.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*71^4 + 13*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "NICHEL TESTED" tag (processing sequence 1060). 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 |
|---|---|---|---|---|---|---|---|
| 1440 | Shampoo per Capelli Grassi - onYOU | 80938522 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1441 | Shampoo per Capelli Lisci Disciplinante - onYOU | 80938522 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1442 | Shampoo per Capelli Ricci - onYOU | 80938522 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 1485 | Shampoo per Cute con Forfora - onYOU | 0 | ANTI-FORFORA | -80938522 | none |