Fold 3 - Understanding why coefficient 8074170 was selected
Tag: HAIR CARE. HAIR CARE: FOR DRY HAIR
Selected Coefficient: 8074170
Taxonomy Path: 13.3.10.14
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 8074170 | 1.000000 | 13.3.10.14 | 14.10.3.13 (14*83^3 + 10*83^2 + 3*83 + 13) | Yes | |
| 55532491 | 1.000000 | 13.3.10.14.1 | 1.14.10.3.13 (47458321 + 14*83^3 + 10*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Masks | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAIR CARE. HAIR CARE: FOR DRY HAIR" tag (processing sequence 4809). 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 |
|---|---|---|---|---|---|---|---|
| 12309 | Joico K-Pak Revitaluxe Restorative Treatment 5.1 Oz | 55532491 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Masks | none | 47458321 | none | |
| 12231 | Matrix Biolage Hydrasource Detangling Solution 13.5 oz | 8074170 | none | 0 | none | ||
| 12291 | L'Oreal Absolut Repair Lipidium Reconstructing Blow-Dry Cream, 4.2oz | 8074170 | none | 0 | none | ||
| 12320 | Bain De Terre Supreme Honey & Marula Nourishing Shampoo & Conditioner 33.8oz Duo | 0 | MOISTURIZING SHAMPOO AND CONDITIONER | -8074170 | none |