Fold 1 - Understanding why coefficient 431465386 was selected
Tag: OIL
Selected Coefficient: 431465386
Taxonomy Path: 13.1.9.6.11
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 431465386 | 0.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | Yes |
These are the training products that have the "OIL" tag (processing sequence 1761). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 431465386 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | none | 0 | BRAIN HEALTH |