Fold 4 - Understanding why coefficient 313036236 was selected
Tag: SUPERFOOD
Selected Coefficient: 313036236
Taxonomy Path: 0.2.72.2.8
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? |
|---|---|---|---|---|---|
| 313036236 | 1.000000 | 0.2.72.2.8 | 8.2.72.2.0 (8*79^4 + 2*79^3 + 72*79^2 + 2*79) | Yes | |
| 656228993 | 1.000000 | 9.4.78.66.16 | 16.66.78.4.9 (16*79^4 + 66*79^3 + 78*79^2 + 4*79 + 9) | No |
These are the training products that have the "SUPERFOOD" tag (processing sequence 2830). 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 | 656228993 | KETOGENIC, ANTI-INFLAMMATORY, ANTIOXIDANT | 343192757 | OMEGA | ||
| 3122 | Kiwiherb EchiBerry® | 313036236 | ANTIOXIDANT, MANUKA | 0 | none |