Fold 0 - Understanding why coefficient 65684 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: 65684
Taxonomy Path: 9.2.13
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Nuts & Seeds
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 65684 | 1.000000 | 9.2.13 | 13.2.9 (13*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | Yes |
| 55884752 | 1.000000 | 13.3.10.14.2 | 2.14.10.3.13 (2*71^4 + 14*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 426). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 55884752 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | ACNE, ANTI-AGEING | 55819068 | BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, INFANTS, SCARS | |
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 0 | none |