Fold 0 - Understanding why coefficient 1253894 was selected
Tag: KIDS PAGE
Selected Coefficient: 1253894
Taxonomy Path: 13.1.16.2
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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 | 2.024243 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 110320 | 2.024245 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 240784424 | 2.024532 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 262 | 2.048338 | 13.3 | 3.13 (3*83 + 13) | No | |
| 6365698 | 2.048338 | 13.3.11.11 | 11.11.3.13 (11*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "KIDS PAGE" tag (processing sequence 4506). 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 |
|---|---|---|---|---|---|---|---|
| 19891 | Neurocore Formula GLYCERITE | 240784424 | none | 239530530 | BRAIN | ||
| 19765 | Deep Breath Salve | 6365698 | none | 5111804 | SALVES, TREE | ||
| 19820 | Echinacea PLUS GLYCERITE | 1253894 | none | 0 | none | ||
| 19854 | Herbal Throat Spray - Peppermint | 1253894 | none | 0 | none | ||
| 19753 | Systemic Endothelial Support GLYCERITE | 110320 | none | -1143574 | RED SAGE | ||
| 19863 | Itch Re-Leaf | 262 | none | -1253632 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | 0 | RHODIOLA | -1253894 | RED SAGE, BUNDLE, CINNAMON | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 0 | RHODIOLA | -1253894 | RED SAGE, CINNAMON |