Fold 0 - Understanding why coefficient 43943131 was selected
Tag: HAIR CARE
Selected Coefficient: 43943131
Taxonomy Path: 13.3.10.10.1
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Creams & Lotions
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 43943131 | 1.000160 | 13.3.10.10.1 | 1.10.10.3.13 (38950081 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Creams & Lotions | Yes |
| 160793374 | 1.000160 | 13.3.10.10.4 | 4.10.10.3.13 (4*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | No |
| 6990170 | 1.000320 | 13.3.14.14 | 14.14.3.13 (14*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 3084). 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 |
|---|---|---|---|---|---|---|---|
| 3635 | Woodys For Men Headwax 56.7g Natural Beeswax | 160793374 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | none | 116850243 | none | |
| 3597 | L'Oreal Definition Hair Cream French Froisse Tecni ART French Girl 150ml | 43943131 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Creams & Lotions | none | 0 | none | |
| 5801 | Beard balm for Your Natural Beard | 6990170 | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | none | -36952961 | none | |
| 4939 | Redecker 'Whale' Children's Nail Brush | 0 | PERTH | -43943131 | none |