Fold 4 - Understanding why coefficient 2827843 was selected
Tag: DIGESTIVE
Selected Coefficient: 2827843
Taxonomy Path: 55.68.63.7
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? |
|---|---|---|---|---|---|
| 2827843 | 0.000000 | 55.68.63.7 | 7.63.68.55 (7*71^3 + 63*71^2 + 68*71 + 55) | Yes |
These are the training products that have the "DIGESTIVE" tag (processing sequence 653). 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) | 2827843 | KETOGENIC, ADAPTOGENIC, DETOX | 0 | none |