Fold 4 - 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: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 160793374 | 5.000006 | 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 |
| 43943131 | 5.000006 | 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 |
| 6965206 | 5.000008 | 13.3.10.14 | 14.10.3.13 (14*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments | No |
| 1048738 | 5.000008 | 13.3.10.2 | 2.10.3.13 (2*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Color | No |
| 45422248 | 5.000008 | 13.3.10.13.1 | 1.13.10.3.13 (38950081 + 13*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -2565143 | 9.000000 | -13.1.16.5 | -5.16.1.13 (-(5*79^3 + 16*79^2 + 79 + 13)) | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 3786). 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 | |
| 3634 | Wella Enrich Moisturising Conditioner for Fine to Normal Hair, 200 ml | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 1479117 | 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 | |
| 3618 | TRESemme Botanique Nourish & Replenish Hydrating Mist Coconut Milk Aloe Vera 125 | 6965206 | Health & Beauty > Personal Care > Hair Care > Hair Treatments | none | -36977925 | none | |
| 6466 | Root Touch-up Powder | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | -42894393 | none | |
| 16492 | GrandeHAIR Full Boost Conditioner Retail | 0 | CONDITIONER | -43943131 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | CRADLE CAP | -43943131 | ACNE | ||
| 3097 | Global Soap Conditioner Bars | 0 | CONDITIONER | -43943131 | none | ||
| 4939 | Redecker 'Whale' Children's Nail Brush | 0 | PERTH | -43943131 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -2565143 | DIGESTIVE, WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION | -46508274 | BRAIN HEALTH, WELL-BEING |