Fold 1 - Understanding why coefficient 1253894 was selected
Tag: BUHNER & KATE FORMULA GLYCERITES
Selected Coefficient: 1253894
Taxonomy Path: 13.1.16.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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 | 2.000147 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 110320 | 2.000150 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 240784424 | 2.000581 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 5.000145 | 0 | 0 (0) | No | |
| 1116018 | 5.000145 | 0.0.79.1 | 1.79.0.0 (571787 + 79*83^2) | No |
These are the training products that have the "BUHNER & KATE FORMULA GLYCERITES" tag (processing sequence 4106). 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 |
|---|---|---|---|---|---|---|---|
| 19871 | Kids Immune Boost GLYCERITE | 240784424 | none | 239530530 | none | ||
| 19820 | Echinacea PLUS GLYCERITE | 1253894 | none | 0 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | 1253894 | none | 0 | BUNDLE, BAIKAL | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 1253894 | none | 0 | BIDENS, BAIKAL, ISATIS | ||
| 19725 | Sinus Clear Formula GLYCERITE | 1116018 | CONGESTION | -137876 | CALENDULA | ||
| 19753 | Systemic Endothelial Support GLYCERITE | 110320 | none | -1143574 | BAIKAL | ||
| 19767 | Deep Lung Formula GLYCERITE | 0 | LUNGS | -1253894 | ISATIS |