Fold 1 - Understanding why coefficient -242148638 was selected
Tag: BLOOD PRESSURE
Selected Coefficient: -242148638
Taxonomy Path: -39.3.41.8.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -242148638 | 1.000000 | -39.3.41.8.5 | -5.8.41.3.39 (-(5*83^4 + 8*83^3 + 41*83^2 + 3*83 + 39)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLOOD PRESSURE" tag (processing sequence 4974). 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 |
|---|---|---|---|---|---|---|---|
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | IMMUNE, DETOX | 242148638 | RECOVERY, HORMONE BALANCE, KETOSIS, WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN, HAIR CARE | ||
| 26878 | Ultra Quercetin Plus | -242148638 | COLD, FLU, LUNG, LIVER | 0 | none |