Fold 4 - Understanding why coefficient 30115160 was selected
Tag: HAIR CARE
Selected Coefficient: 30115160
Taxonomy Path: 13.3.10.13.1
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 30115160 | 2.000003 | 13.3.10.13.1 | 1.13.10.3.13 (25411681 + 13*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | Yes |
| 766458 | 2.000006 | 13.3.10.2 | 2.10.3.13 (2*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Color | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 1355). 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 |
|---|---|---|---|---|---|---|---|
| 3097 | Global Soap Conditioner Bars | 30115160 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 3634 | Wella Enrich Moisturising Conditioner for Fine to Normal Hair, 200 ml | 30115160 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 6466 | Root Touch-up Powder | 766458 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | -29348702 | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | KETOGENIC | -30115160 | JOINT FUNCTION | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | ANTI-AGEING, ANTI-INFLAMMATORY | -30115160 | INFANTS, NAPPY RASH |