Fold 3 - Understanding why coefficient -197764900 was selected
Tag: RECOVERY
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 5
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 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 197764900 | 4.000000 | 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 "RECOVERY" tag (processing sequence 3743). 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 |
|---|---|---|---|---|---|---|---|
| 3105 | Good Health Glucosamine 1500mg with Condroitin | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 395529800 | none | |
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 0 | ALLERGIES, ANTIOXIDANT, ENERGY, REVITALISING | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 3086 | Dr Mercola Vitamins D3 & K2 | 0 | ALLERGIES, IMMUNE, NERVOUS SYSTEM | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | DEPRESSION, KETOSIS | |
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | -197764900 | OIL, DIGESTIVE, FATIGUE | 0 | none | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -197764900 | ALLERGIES, IMMUNE, NERVOUS SYSTEM, FATIGUE | 0 | none |