Fold 3 - Understanding why coefficient 240784424 was selected
Tag: LIVER
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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 | 0.012193 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 1253894 | 0.012484 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 479743333 | 0.048193 | 13.3.2.9.10 | 10.9.2.3.13 (10*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "LIVER" tag (processing sequence 4039). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 479743333 | none | 238958909 | GENTLE, PREGNANCY, CRADLE CAP, BEAUTY, BABIES, BODY | ||
| 3109 | Green Trading Organic Brahmi Capsules | 240784424 | none | 0 | none | ||
| 19882 | Milk Thistle Seed Extract | 240784424 | none | 0 | none | ||
| 26878 | Ultra Quercetin Plus | 240784424 | none | 0 | JOINTS, COLD, LUNG | ||
| 19886 | Myco Formula | 1253894 | none | -239530530 | ISATIS |