Fold 0 - Understanding why coefficient -239530530 was selected
Tag: LIVER
Selected Coefficient: -239530530
Taxonomy Path: -0.0.76.3.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -239530530 | 4.000145 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | Yes | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 110320 | 4.000145 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 240784424 | 4.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -240784424 | 5.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| 143924808 | 5.000000 | 69.80.58.2.3 | 3.2.58.80.69 (3*83^4 + 2*83^3 + 58*83^2 + 80*83 + 69) | No |
These are the training products that have the "LIVER" tag (processing sequence 4609). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 240784424 | none | 480314954 | BLOOD PRESSURE, CIRCULATION | ||
| 26878 | Ultra Quercetin Plus | 143924808 | FITNESS, JOINTS, LUNG | 383455338 | BLOOD PRESSURE, COLD | ||
| 19848 | Greater Celandine Extract | 110320 | none | 239640850 | SIMPLE EXTRACTS | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | CRADLE CAP | 239530530 | BIRTH CARE, HORMONE BALANCE | ||
| 19886 | Myco Formula | -239530530 | GINGER | 0 | none | ||
| 19973 | Turkey Tails Extract | -240784424 | MUSHROOM EXTRACTS, IMMUNE | -1253894 | SIMPLE EXTRACTS, CARDIOVASCULAR |