Fold 4 - Understanding why coefficient 586904 was selected
Tag: DETOX
Selected Coefficient: 586904
Taxonomy Path: 13.3.15.1
Taxonomy Name: Health & Beauty > Personal Care > Sleeping Aids > Eye Masks
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? |
|---|---|---|---|---|---|
| 586904 | 1.000000 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | Yes |
| 15739434123 | 1.000000 | 26.4.24.7.9.5 | 5.9.7.24.4.26 (5*79^5 + 9*79^4 + 7*79^3 + 24*79^2 + 4*79 + 26) | No |
These are the training products that have the "DETOX" tag (processing sequence 3167). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15739434123 | WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | BLOOD PRESSURE, DEPRESSION, BRAIN HEALTH, WELL-BEING | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | DIGESTIVE, WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC | 0 | BLOOD PRESSURE, DEPRESSION, HAIR CARE, BRAIN HEALTH, WELL-BEING |