Fold 2 - Understanding why coefficient -240784424 was selected
Tag: BRAIN HEALTH
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -240784424 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| 284749926 | 2.000000 | 0.0.0.0.6 | 6.0.0.0.0 (6*83^4) | No | |
| 525534350 | 2.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "BRAIN HEALTH" tag (processing sequence 3541). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 525534350 | none | 766318774 | OMEGA, OIL, CIRCULATION, REPRODUCTIVE HEALTH | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 284749926 | IMMUNE | 525534350 | OMEGA | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -240784424 | VITAMIN D, IMMUNE | 0 | BLOOD PRESSURE, DETOX, ALLERGIES, RECOVERY, WELLNESS |