Fold 0 - Understanding why coefficient 766458 was selected
Tag: HAIR CARE
Selected Coefficient: 766458
Taxonomy Path: 13.3.10.2
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Hair Color
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? |
|---|---|---|---|---|---|
| 766458 | 1.000201 | 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 | Yes |
| 30115160 | 1.000201 | 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 | No |
| 1487321 | 1.000397 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 80938296 | 3.000000 | 0.0.10.13.3 | 3.13.10.0.0 (3*71^4 + 13*71^3 + 10*71^2) | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 1365). 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 |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 80938296 | BABIES | 80171838 | none | ||
| 3097 | Global Soap Conditioner Bars | 30115160 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 29348702 | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA | 720863 | INFANTS, SCARS | |
| 6466 | Root Touch-up Powder | 766458 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | 0 | none |