Fold 0 - Understanding why coefficient 7058 was selected
Tag: NATURES BOUNTY
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 7058 | 0.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 48608953 | 0.000007 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "NATURES BOUNTY" tag (processing sequence 2759). 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 |
|---|---|---|---|---|---|---|---|
| 4042 | Nini + Kwe | 48608953 | none | 48601895 | DIGITAL PRINTS | ||
| 3996 | Father Moon | 7058 | none | 0 | DIGITAL PRINTS | ||
| 4024 | Kookom | 7058 | none | 0 | DIGITAL PRINTS | ||
| 4098 | Winters Edge Print | 7058 | none | 0 | DIGITAL PRINTS | ||
| 4099 | Wolf Blood | 7058 | none | 0 | DIGITAL PRINTS |