Fold 0 - Understanding why coefficient 588701298 was selected
Tag: REDNESS
Selected Coefficient: 588701298
Taxonomy Path: 13.3.2.9.15
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 588701298 | 1.000162 | 13.3.2.9.15 | 15.9.2.3.13 (15*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | Yes |
| 505771 | 1.000164 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | No |
| 580663 | 1.000481 | 13.3.14.1 | 1.14.3.13 (493039 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "REDNESS" tag (processing sequence 3718). 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 |
|---|---|---|---|---|---|---|---|
| 10081 | Protective Day Cream SPF 23 Backbar (Wholesale) | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 0 | none | |
| 10082 | Protective Day Cream SPF 23 (Wholesale) | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 0 | none | |
| 10083 | Skin repair gel (Wholesale) | 580663 | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | none | -588120635 | none | |
| 10087 | Soothing body lotion (Wholesale) | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | -588195527 | none | |
| 10084 | Rejuvenating eye balm (Wholesale) | 0 | EYE CARE | -588701298 | none |