Fold 3 - Understanding why coefficient 197664952 was selected
Tag: KETOSIS
Selected Coefficient: 197664952
Taxonomy Path: 0.0.72.5.5
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? |
|---|---|---|---|---|---|
| 197664952 | 1.000160 | 0.0.72.5.5 | 5.5.72.0.0 (5*79^4 + 5*79^3 + 72*79^2) | Yes | |
| 233700486 | 1.000160 | 0.0.0.0.6 | 6.0.0.0.0 (6*79^4) | No | |
| -197764900 | 2.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No |
These are the training products that have the "KETOSIS" tag (processing sequence 4039). 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 | 233700486 | IMMUNE | 36035534 | none | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 197664952 | ALLERGIES, IMMUNE, NERVOUS SYSTEM, RECOVERY, DEPRESSION | 0 | none | ||
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | -197764900 | APPETITE, DIGESTIVE, DIGESTION, ENERGY, MINERAL, FATIGUE | -395429852 | none |