Fold 2 - Understanding why coefficient 80783254 was selected
Tag: BLOOD PRESSURE
Selected Coefficient: 80783254
Taxonomy Path: 66.75.66.5.2
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? |
|---|---|---|---|---|---|
| 80783254 | 1.000000 | 66.75.66.5.2 | 2.5.66.75.66 (2*79^4 + 5*79^3 + 66*79^2 + 75*79 + 66) | Yes | |
| 395429852 | 1.000000 | 13.1.2.12.10 | 10.12.2.1.13 (10*79^4 + 12*79^3 + 2*79^2 + 79 + 13) | No |
These are the training products that have the "BLOOD PRESSURE" tag (processing sequence 3284). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 395429852 | NUTRITION, LIVER | 314646598 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 80783254 | IMMUNE, OILS, BRAIN HEALTH, DIGESTIVE | 0 | WELLNESS, ALLERGIES, KETOSIS, DEPRESSION, HAIR CARE |