Fold 4 - Understanding why coefficient -1253894 was selected
Tag: BIDENS
Selected Coefficient: -1253894
Taxonomy Path: -13.1.16.2
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? |
|---|---|---|---|---|---|
| -1253894 | 1.000000 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIDENS" tag (processing sequence 4969). 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 |
|---|---|---|---|---|---|---|---|
| 19723 | Sida PLUS Extract | 0 | RED SAGE | 1253894 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -1253894 | ISATIS, KIDS PAGE, RED SAGE, CINNAMON | 0 | none |