Fold 2 - Understanding why coefficient -197764900 was selected
Tag: BRAIN HEALTH
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
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? |
|---|---|---|---|---|---|
| -197764900 | 0.012818 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -114940589 | 0.012979 | -13.1.10.75.2 | -2.75.10.1.13 (-(2*79^4 + 75*79^3 + 10*79^2 + 79 + 13)) | No | |
| -2041057 | 0.037975 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No |
These are the training products that have the "BRAIN HEALTH" tag (processing sequence 3132). 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 |
|---|---|---|---|---|---|---|---|
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | -2041057 | IMMUNE, BREASTFEEDING, OILS | 195723843 | KETOSIS | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -114940589 | IMMUNE, OILS | 82824311 | DIGESTIVE, BLOOD PRESSURE, WELLNESS, ALLERGIES, KETOSIS, DEPRESSION, HAIR CARE | ||
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | -197764900 | ANTIOXIDANT, BREASTFEEDING, ADRENAL | 0 | none | ||
| 19881 | Maca Root Extract | -197764900 | LIBIDO, SEXUAL HEALTH | 0 | none |