Fold 4 - Understanding why coefficient 214545173 was selected
Tag: SUPERFOOD
Selected Coefficient: 214545173
Taxonomy Path: 0.3.31.31.8
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 214545173 | 1.000000 | 0.3.31.31.8 | 8.31.31.3.0 (8*71^4 + 31*71^3 + 31*71^2 + 3*71) | Yes | |
| 426211576 | 1.000000 | 67.0.59.54.16 | 16.54.59.0.67 (16*71^4 + 54*71^3 + 59*71^2 + 67) | No |
These are the training products that have the "SUPERFOOD" tag (processing sequence 2187). 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 | 426211576 | KETOGENIC, ANTI-INFLAMMATORY, ANTIOXIDANT | 211666403 | OMEGA | ||
| 3122 | Kiwiherb EchiBerry® | 214545173 | ANTIOXIDANT, MANUKA | 0 | none |