Fold 4 - Understanding why coefficient 588701298 was selected
Tag: ANTI AGING
Selected Coefficient: 588701298
Taxonomy Path: 13.3.2.9.15
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 588701298 | 0.000000 | 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 |
| 82350245 | 0.000000 | 13.3.2.9.2 | 2.9.2.3.13 (2*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | No |
These are the training products that have the "ANTI AGING" tag (processing sequence 2390). 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 | VISIBLE_ON_DATAFEED | |
| 16643 | Photozyme MD Vitamin C+ E Ferulic Acid Lotion with DNA Repair | 82350245 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | none | -506351053 | NEW PRODUCT, PHOTOZYME RETAIL |