Fold 4 - Understanding why coefficient 240784424 was selected
Tag: GINGER
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 240784424 | 3.000290 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 1825681 | 3.000292 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 1253894 | 3.000292 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| -682186 | 5.012048 | -9.2.16.1 | -1.16.2.9 (-(571787 + 16*83^2 + 2*83 + 9)) | No | |
| 1804826 | 5.012048 | 74.81.12.3 | 3.12.81.74 (3*83^3 + 12*83^2 + 81*83 + 74) | No | |
| -240784424 | 6.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No |
These are the training products that have the "GINGER" tag (processing sequence 6510). 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 |
|---|---|---|---|---|---|---|---|
| 9341 | Fermented Turmeric Plus (Premier Liver & Digestive Support) 7.4 oz. Powder | 240784424 | none | 0 | GLUTEN-FREE | ||
| 19736 | Calm the Cascade Formula | 240784424 | none | 0 | none | ||
| 19896 | Para-Gone Formula | 1825681 | none | -238958743 | none | ||
| 19768 | Digestive Herbal Bitters Formula | 1804826 | DANDELION | -238979598 | none | ||
| 19710 | Reishi PLUS Extract | 1253894 | none | -239530530 | none | ||
| 33889 | Sunth Powder / Dry Ginger Powder | -682186 | COLLECTION_372708549, K-PRA | -241466610 | none | ||
| 19886 | Myco Formula | -240784424 | ISATIS, LIVER | -481568848 | none |