Fold 2 - Understanding why coefficient 156773762 was selected
Tag: KETOSIS
Selected Coefficient: 156773762
Taxonomy Path: 0.77.76.1.4
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? |
|---|---|---|---|---|---|
| 156773762 | 0.012658 | 0.77.76.1.4 | 4.1.76.77.0 (4*79^4 + 493039 + 76*79^2 + 77*79) | Yes | |
| 195723843 | 0.012658 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No | |
| 0 | 0.025316 | 0 | 0 (0) | No |
These are the training products that have the "KETOSIS" tag (processing sequence 4117). 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 | 195723843 | IMMUNE, BREASTFEEDING, OILS, BRAIN HEALTH | 38950081 | none | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 156773762 | MINERAL, DIGESTIVE, APPETITE | 0 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | IMMUNE, OILS, BRAIN HEALTH, DIGESTIVE, BLOOD PRESSURE, WELLNESS, ALLERGIES | -156773762 | DEPRESSION, HAIR CARE |