Fold 0 - Understanding why coefficient 7054414744 was selected
Tag: BALM & OIL
Selected Coefficient: 7054414744
Taxonomy Path: 13.3.2.9.23.2
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7054414744 | 1.000000 | 13.3.2.9.23.2 | 2.23.9.2.3.13 (2*79^5 + 23*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | Yes |
| 3432057211 | 1.000000 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3077056399 + 9*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BALM & OIL" tag (processing sequence 2999). 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 |
|---|---|---|---|---|---|---|---|
| 6859 | Organic Calendula Salve | 7054414744 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | none | 0 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/CRADLE CAP | |
| 6915 | Grass Fed Tallow Balm | 7054414744 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | none | 0 | none | |
| 6696 | Organic Calendula Lip Balm | 3432057211 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | -3622357533 | NATURAL SKINCARE/FACE & EYE CARE | |
| 6932 | Organic Manuka Skin Soothing Cream | 0 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/PSORIASIS | -7054414744 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/CRADLE CAP |