Fold 4 - Understanding why coefficient 148512968 was selected
Tag: SUSTAINABLE
Selected Coefficient: 148512968
Taxonomy Path: 67.0.67.59.5
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? |
|---|---|---|---|---|---|
| 148512968 | 0.000000 | 67.0.67.59.5 | 5.59.67.0.67 (5*71^4 + 59*71^3 + 67*71^2 + 67) | Yes |
These are the training products that have the "SUSTAINABLE" tag (processing sequence 1282). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 148512968 | KETOGENIC, ANTI-INFLAMMATORY, ANTIOXIDANT, SUPERFOOD | 0 | none |