Fold 3 - Understanding why coefficient -197764900 was selected
Tag: NERVOUS SYSTEM
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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 | 3.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -99948 | 3.000320 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 99948 | 5.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
These are the training products that have the "NERVOUS SYSTEM" tag (processing sequence 3105). 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 |
|---|---|---|---|---|---|---|---|
| 19848 | Greater Celandine Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 197864848 | LIVER | |
| 19761 | C.S.A. Formula™ | 0 | CRYTOLEPIS | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | IMMUNE SYSTEM | |
| 19849 | Hawthorn Elixir | 0 | GLYCERITES | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 19867 | Japanese Knotweed PLUS Extract | -99948 | IMMUNE, ELEUTHERO | 197664952 | none | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -197764900 | ALLERGIES, IMMUNE | 0 | RECOVERY, DEPRESSION, KETOSIS | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -197764900 | ALLERGIES, IMMUNE | 0 | FATIGUE, RECOVERY |