Fold 2 - Understanding why coefficient 315544960 was selected
Tag: OILY SKIN
Selected Coefficient: 315544960
Taxonomy Path: 0.0.0.8.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 315544960 | 3.000162 | 0.0.0.8.8 | 8.8.0.0.0 (8*79^4 + 8*79^3) | Yes | |
| 0 | 3.000162 | 0 | 0 (0) | No | |
| 74892 | 3.000320 | 0.0.12 | 12.0.0 (12*79^2) | No | |
| 510801136 | 4.000160 | 13.3.2.9.13 | 13.9.2.3.13 (13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | No |
| 1058511296 | 4.000160 | 13.3.72.13.27 | 27.13.72.3.13 (27*79^4 + 13*79^3 + 72*79^2 + 3*79 + 13) | No | |
| 476301138 | 5.000000 | 26.6.4.18.12 | 12.18.4.6.26 (12*79^4 + 18*79^3 + 4*79^2 + 6*79 + 26) | No |
These are the training products that have the "OILY SKIN" tag (processing sequence 4570). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 1058511296 | ITCHY SKIN, COMBINATION SKIN | 742966336 | none | ||
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | ANTI AGING, COMBINATION SKIN | 195256176 | Health & Beauty > Personal Care > Cosmetics > Bath & Body > Body Wash | none |
| 10085 | Purifying Gel Cleanser (Wholesale) | 476301138 | COMBINATION SKIN | 160756178 | none | ||
| 10081 | Protective Day Cream SPF 23 Backbar (Wholesale) | 315544960 | REDNESS, ANTI AGING, COMBINATION SKIN | 0 | none | ||
| 10083 | Skin repair gel (Wholesale) | 74892 | REDNESS | -315470068 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 0 | SKINCARE SET, DRY MATURE SKIN, COMBINATION SKIN | -315544960 | none |