Fold 3 - Understanding why coefficient 110320 was selected
Tag: ANTI INFLAMMATORY
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 4
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 | 2.000145 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 240784424 | 2.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -240784424 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| 2287148 | 3.000000 | 0.0.0.4 | 4.0.0.0 (4*83^3) | No |
These are the training products that have the "ANTI INFLAMMATORY" tag (processing sequence 6687). 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 |
|---|---|---|---|---|---|---|---|
| 19859 | IHA Formula | 240784424 | ISATIS | 240674104 | none | ||
| 19868 | Joint Care Formula | 2287148 | JOINTS | 2176828 | none | ||
| 19909 | Red Sage Extract | 110320 | none | 0 | none | ||
| 19842 | Ginger Root Extract | -240784424 | SEXUAL HEALTH, DIGESTION | -240894744 | none |