Fold 0 - Understanding why coefficient -1916145 was selected
Tag: KETOSIS
Selected Coefficient: -1916145
Taxonomy Path: -0.2.70.3
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -1916145 | 0.000000 | -0.2.70.3 | -3.70.2.0 (-(3*79^3 + 70*79^2 + 2*79)) | Yes |
These are the training products that have the "KETOSIS" tag (processing sequence 1852). 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 |
|---|---|---|---|---|---|---|---|
| 3063 | Dr Mercola Black Seed Oil (Organic) | -1916145 | KETOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE, IMMUNE | 0 | none |