Fold 1 - Understanding why coefficient -197764900 was selected
Tag: HORMONE BALANCE
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
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 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 208718430 | 2.000000 | 35.8.26.28.5 | 5.28.26.8.35 (5*79^4 + 28*79^3 + 26*79^2 + 8*79 + 35) | No | |
| 15541082319 | 2.000000 | 0.0.0.0.4.5 | 5.4.0.0.0.0 (5*79^5 + 4*79^4) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 4065). 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 | 15541082319 | KETOGENIC | 15738847219 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Single Vitamins > Vitamin D | NERVOUS SYSTEM, DETOX | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 208718430 | BIRTH CARE, CRADLE CAP, FATIGUE, MOTHERS | 406483330 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -197764900 | DIGESTIVE, KETOGENIC | 0 | HAIR CARE, NERVOUS SYSTEM, DETOX |