Fold 4 - Understanding why coefficient 240784424 was selected
Tag: LIVER
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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 | 2.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 110320 | 2.000435 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIVER" tag (processing sequence 3426). 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 | 0 | none | ||
| 19882 | Milk Thistle Seed Extract | 240784424 | none | 0 | SIMPLE EXTRACTS | ||
| 26878 | Ultra Quercetin Plus | 240784424 | none | 0 | LUNG, FLU, JOINTS, COLD | ||
| 19848 | Greater Celandine Extract | 110320 | none | -240674104 | SIMPLE EXTRACTS | ||
| 19886 | Myco Formula | 0 | ISATIS | -240784424 | GINGER | ||
| 19973 | Turkey Tails Extract | 0 | IMMUNE | -240784424 | SIMPLE EXTRACTS |