Fold 2 - Understanding why coefficient 131555359 was selected
Tag: SUPERFOOD
Selected Coefficient: 131555359
Taxonomy Path: 27.5.40.12.5
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? |
|---|---|---|---|---|---|
| 131555359 | 1.000000 | 27.5.40.12.5 | 5.12.40.5.27 (5*71^4 + 12*71^3 + 40*71^2 + 5*71 + 27) | Yes | |
| 148512968 | 1.000000 | 67.0.67.59.5 | 5.59.67.0.67 (5*71^4 + 59*71^3 + 67*71^2 + 67) | No |
These are the training products that have the "SUPERFOOD" tag (processing sequence 2195). 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 | 16957609 | none | ||
| 3122 | Kiwiherb EchiBerry® | 131555359 | MANUKA | 0 | none |