Fold 1 - Understanding why coefficient 110320 was selected
Tag: LIVER
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 110320 | 2.012193 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 240784424 | 2.012193 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 479743333 | 2.024096 | 13.3.2.9.10 | 10.9.2.3.13 (10*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| -242038318 | 4.000000 | -26.2.25.8.5 | -5.8.25.2.26 (-(5*83^4 + 8*83^3 + 25*83^2 + 2*83 + 26)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIVER" tag (processing sequence 3919). 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 | 479633013 | CRADLE CAP, HORMONE BALANCE, WOMEN'S HEALTH, ALL AGES, BABIES, INFANTS, MENOPAUSE | ||
| 19882 | Milk Thistle Seed Extract | 240784424 | none | 240674104 | SIMPLE EXTRACTS | ||
| 19848 | Greater Celandine Extract | 110320 | none | 0 | SIMPLE EXTRACTS | ||
| 19973 | Turkey Tails Extract | 0 | IMMUNE | -110320 | SIMPLE EXTRACTS, CARDIOVASCULAR | ||
| 26878 | Ultra Quercetin Plus | -242038318 | COLD, FLU, LUNG | -242148638 | BLOOD PRESSURE |