Fold 1 - Understanding why coefficient -99948 was selected
Tag: NERVOUS SYSTEM
Selected Coefficient: -99948
Taxonomy Path: -13.1.16
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -99948 | 1.012658 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | Yes | |
| -45422248 | 1.025316 | -13.3.10.13.1 | -1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13)) | No | |
| 15738847219 | 3.000000 | 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 | No |
These are the training products that have the "NERVOUS SYSTEM" tag (processing sequence 4366). 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 | KETOGENIC, HORMONE BALANCE | 15738947167 | DETOX | |
| 19761 | C.S.A. Formula™ | -99948 | CRYTOLEPIS, BUHNER & KATE FORMULAS | 0 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | -99948 | ELEUTHERO, BUHNER & KATE FORMULAS | 0 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -45422248 | DIGESTIVE, KETOGENIC, HORMONE BALANCE, HAIR CARE | -45322300 | DETOX |