Fold 2 - Understanding why coefficient 3432057211 was selected
Tag: BALM & OIL
Selected Coefficient: 3432057211
Taxonomy Path: 13.3.2.9.9.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms
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? |
|---|---|---|---|---|---|
| 3432057211 | 3.000160 | 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 | Yes |
| 7054414744 | 3.000160 | 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 | No |
| 4000731 | 3.000320 | 13.3.9.8 | 8.9.3.13 (8*79^3 + 9*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6660463851 | 4.000000 | 0.0.0.0.13.2 | 2.13.0.0.0.0 (2*79^5 + 13*79^4) | No | |
| -393950893 | 5.000000 | -13.3.2.9.10 | -10.9.2.3.13 (-(10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No |
These are the training products that have the "BALM & OIL" tag (processing sequence 2975). 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 |
|---|---|---|---|---|---|---|---|
| 6915 | Grass Fed Tallow Balm | 7054414744 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Body Butters & Balms > Body Balms | none | 3622357533 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/RED\/WEEPING ECZEMA | |
| 6859 | Organic Calendula Salve | 6660463851 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/CRADLE CAP | 3228406640 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/RED\/WEEPING ECZEMA | ||
| 6696 | Organic Calendula Lip Balm | 3432057211 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 0 | none | |
| 6930 | Emily Skin Soothers For Thick, Dry Eczema - "Super Dry Soother" | 4000731 | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | none | -3428056480 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/PSORIASIS | |
| 6932 | Organic Manuka Skin Soothing Cream | 0 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/CRADLE CAP | -3432057211 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/RED\/WEEPING ECZEMA, NATURAL SKINCARE/SHOP BY SKIN CONCERN/PSORIASIS, NATURAL SKINCARE/SHOP BY SKIN CONCERN/SEBORRHEIC DERMATITIS | ||
| 6931 | Emily Skin Soothers for Itchy Eczema - "Baby & Adult Soother" | -393950893 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/DANDRUFF, NATURAL SKINCARE/SHOP BY SKIN CONCERN/CRADLE CAP | -3826008104 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/SEBORRHEIC DERMATITIS |