Fold 4 - Understanding why coefficient 45422248 was selected
Tag: HAIR CARE
Selected Coefficient: 45422248
Taxonomy Path: 13.3.10.13.1
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners
Products with this tag: 11
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 45422248 | 3.000010 | 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 | Yes |
| 238693536 | 3.000010 | 13.3.10.10.6 | 6.10.10.3.13 (6*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | No |
| 43943131 | 3.000010 | 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 | No |
| 160793374 | 3.000010 | 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 |
| 1048738 | 3.000014 | 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 |
| 6965206 | 3.000014 | 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 |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 7124 | 10.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 4279). 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 |
|---|---|---|---|---|---|---|---|
| 3536 | Aussie Uplift Your Hair Hairspray 250ml | 238693536 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | none | 193271288 | none | |
| 3635 | Woodys For Men Headwax 56.7g Natural Beeswax | 160793374 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | none | 115371126 | none | |
| 3634 | Wella Enrich Moisturising Conditioner for Fine to Normal Hair, 200 ml | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 16492 | GrandeHAIR Full Boost Conditioner Retail | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 3097 | Global Soap Conditioner Bars | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | 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 | -1479117 | none | |
| 3618 | TRESemme Botanique Nourish & Replenish Hydrating Mist Coconut Milk Aloe Vera 125 | 6965206 | Health & Beauty > Personal Care > Hair Care > Hair Treatments | none | -38457042 | none | |
| 6466 | Root Touch-up Powder | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | -44373510 | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 7124 | Home & Garden > Kitchen & Dining > Barware | CRADLE CAP, SERUM, SCARS, INFANTS | -45415124 | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | IMMUNE, ALLERGIES, DIGESTIVE | -45422248 | none | ||
| 4939 | Redecker 'Whale' Children's Nail Brush | 0 | PERTH | -45422248 | none |