Fold 0 - Understanding why coefficient 90335291 was selected
Tag: KETOSIS
Selected Coefficient: 90335291
Taxonomy Path: 0.81.81.74.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 90335291 | 3.012193 | 0.81.81.74.1 | 1.74.81.81.0 (47458321 + 74*83^3 + 81*83^2 + 81*83) | Yes | |
| 12440369593 | 3.012193 | 0.81.82.10.13.3 | 3.13.10.82.81.0 (3*83^5 + 13*83^4 + 10*83^3 + 82*83^2 + 81*83) | No | |
| 284749926 | 3.024096 | 0.0.0.0.6 | 6.0.0.0.0 (6*83^4) | No | |
| -55071024 | 5.000000 | -26.4.26.13.1 | -1.13.26.4.26 (-(47458321 + 13*83^3 + 26*83^2 + 4*83 + 26)) | No | |
| -110320 | 5.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| 2362936 | 5.000000 | 9.0.11.4 | 4.11.0.9 (4*83^3 + 11*83^2 + 9) | No |
These are the training products that have the "KETOSIS" tag (processing sequence 7055). 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 |
|---|---|---|---|---|---|---|---|
| 3155 | Nutra Organics Collagen Build with BodyBalance | 12440369593 | CELLULITE, SKIN TONING, HORMONE BALANCE | 12350034302 | none | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 284749926 | IMMUNE | 194414635 | none | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 90335291 | METABOLIC | 0 | none | ||
| 3062 | Dr Mercola Betaine HCl and Pepsin | 2362936 | ENZYME, GAS | -87972355 | none | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -110320 | VITAMIN D, IMMUNE, ALLERGIES, BLOOD PRESSURE, HORMONE BALANCE | -90445611 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -55071024 | IMMUNE, ALLERGIES, BLOOD PRESSURE, METABOLIC, HAIR CARE, HORMONE BALANCE | -145406315 | none |