Fold 0 - Understanding why coefficient 110320 was selected
Tag: ANTI INFLAMMATORY
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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 | 2.000147 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 1253894 | 2.000147 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 2.000290 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ANTI INFLAMMATORY" tag (processing sequence 5573). 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 |
|---|---|---|---|---|---|---|---|
| 19742 | Baikal Skullcap (Chinese Skullcap) Extract | 240784424 | none | 240674104 | SIMPLE EXTRACTS | ||
| 19859 | IHA Formula | 1253894 | none | 1143574 | none | ||
| 19909 | Red Sage Extract | 110320 | none | 0 | SIMPLE EXTRACTS | ||
| 19842 | Ginger Root Extract | 0 | GINGER | -110320 | SIMPLE EXTRACTS | ||
| 19858 | Houttuynia (Fresh) GLYCERITE | 0 | INFECTION | -110320 | none |