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: 10
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 | 4.000008 | 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 | Yes |
| 238693536 | 4.000008 | 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 |
| 160793374 | 4.000008 | 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 |
| 6965206 | 4.000010 | 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 | 4.000010 | 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 |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 25216 | 9.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 83 | 9.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 1618). 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 | |
| 3097 | Global Soap Conditioner Bars | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | 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 | -38457042 | none | |
| 6466 | Root Touch-up Powder | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | -44373510 | none | |
| 6447 | Pretty in Pink Satin Dust Bag | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | -45397032 | none | |
| 4939 | Redecker 'Whale' Children's Nail Brush | 83 | Baby & Toddler > Baby Bathing | none | -45422165 | PERSONAL CARE, PERTH | |
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | SERUM, ANTI-AGEING, ANTI-INFLAMMATORY | -45422248 | INFANTS | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | KETOGENIC | -45422248 | HORMONE BALANCE |