Fold 0 - Understanding why coefficient -356579719 was selected
Tag: SUPERFOOD
Selected Coefficient: -356579719
Taxonomy Path: -26.2.18.12.9
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? |
|---|---|---|---|---|---|
| -356579719 | 1.000000 | -26.2.18.12.9 | -9.12.18.2.26 (-(9*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | Yes | |
| 356579719 | 1.000000 | 26.2.18.12.9 | 9.12.18.2.26 (9*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26) | No |
These are the training products that have the "SUPERFOOD" tag (processing sequence 3347). 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 | 356579719 | DELICIOUS, ANTIOXIDANT, OMEGA, PALEO | 713159438 | SNACK, WELL-BEING, ANTI-INFLAMMATORY | ||
| 3122 | Kiwiherb EchiBerry® | -356579719 | ANTIOXIDANT, HERBAL, IMMUNITY | 0 | none |