Fold 3 - Understanding why coefficient 197764900 was selected
Tag: DIETARY-SUPPLEMENT
Selected Coefficient: 197764900
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 197764900 | 0.000160 | 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 | Yes |
| 15738847219 | 0.000160 | 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 | No |
| 2565143 | 0.000320 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
These are the training products that have the "DIETARY-SUPPLEMENT" tag (processing sequence 3657). 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 |
|---|---|---|---|---|---|---|---|
| 6256 | Purity Products Dr. Cannell's Advanced D Sport - 60 Capsules | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | none | 15541082319 | none | |
| 6267 | Purity Products Flexuron Daily Joint Care - 30 Softgels | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 6257 | Purity Products GreenSleep Plant-Based Melatonin 3mg - 30 Vegetarian Capsules | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | -195199757 | none |