Fold 1 - Understanding why coefficient 146680976 was selected
Tag: KETOSIS
Selected Coefficient: 146680976
Taxonomy Path: 56.4.44.7.3
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? |
|---|---|---|---|---|---|
| 146680976 | 2.000000 | 56.4.44.7.3 | 3.7.44.4.56 (3*83^4 + 7*83^3 + 44*83^2 + 4*83 + 56) | Yes | |
| 284749926 | 2.000000 | 0.0.0.0.6 | 6.0.0.0.0 (6*83^4) | No | |
| 434110527 | 2.000000 | 26.2.18.12.9 | 9.12.18.2.26 (9*83^4 + 12*83^3 + 18*83^2 + 2*83 + 26) | No |
These are the training products that have the "KETOSIS" tag (processing sequence 6236). 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 |
|---|---|---|---|---|---|---|---|
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 434110527 | MINERAL | 287429551 | WOMEN'S HEALTH | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 284749926 | IMMUNE | 138068950 | WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 146680976 | IMMUNE, DETOX, BLOOD PRESSURE, RECOVERY, HORMONE BALANCE | 0 | WOMEN'S HEALTH, JOINT FUNCTION, MENOPAUSE, JOINT PAIN, HAIR CARE |