Fold 4 - Understanding why coefficient 15934046976 was selected
Tag: WELL-BEING
Selected Coefficient: 15934046976
Taxonomy Path: 13.1.2.7.14.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 15934046976 | 2.012658 | 13.1.2.7.14.5 | 5.14.7.2.1.13 (5*79^5 + 14*79^4 + 7*79^3 + 2*79^2 + 79 + 13) | Yes | |
| 504834970807 | 2.012658 | 13.3.2.6.5.6.2 | 2.6.5.6.2.3.13 (2*79^6 + 6*79^5 + 5*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | No |
| 151256626 | 3.000000 | 66.75.61.69.3 | 3.69.61.75.66 (3*79^4 + 69*79^3 + 61*79^2 + 75*79 + 66) | No | |
| 394362233 | 3.000000 | 0.75.67.9.10 | 10.9.67.75.0 (10*79^4 + 9*79^3 + 67*79^2 + 75*79) | No |
These are the training products that have the "WELL-BEING" tag (processing sequence 3877). 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 |
|---|---|---|---|---|---|---|---|
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 504834970807 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lipsticks > Liquid Lipsticks | APPETITE, CRUELTY FREE | 488900923831 | none | |
| 3086 | Dr Mercola Vitamins D3 & K2 | 15934046976 | WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION, BRAIN HEALTH | 0 | none | ||
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 394362233 | OIL, IMMUNITY, BREASTFEEDING, REPRODUCTIVE HEALTH, ACNE, BRAIN HEALTH | -15539684743 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 151256626 | DIGESTIVE, WOMEN'S HEALTH, IMMUNITY, ADAPTOGENIC, DETOX, BLOOD PRESSURE, DEPRESSION, HAIR CARE, BRAIN HEALTH | -15782790350 | none |