Fold 3 - Understanding why coefficient 15738847219 was selected
Tag: ALLERGIES
Selected Coefficient: 15738847219
Taxonomy Path: 13.1.9.6.9.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 15738847219 | 0.000000 | 13.1.9.6.9.5 | 5.9.6.9.1.13 (5*79^5 + 9*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | Yes |
| 197764900 | 0.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
These are the training products that have the "ALLERGIES" tag (processing sequence 2376). 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 | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | none | 0 | IMMUNE, NERVOUS SYSTEM, RECOVERY, DEPRESSION, KETOSIS | |
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | none | 0 | IMMUNE, NERVOUS SYSTEM, FATIGUE, RECOVERY | |
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | -15541082319 | ANTIOXIDANT, ENERGY, REVITALISING, RECOVERY |