Fold 0 - Understanding why coefficient 110320 was selected
Tag: JOINTS
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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 | 1.000000 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 145289022 | 2.000000 | 12.0.8.5.3 | 3.5.8.0.12 (3*83^4 + 5*83^3 + 8*83^2 + 12) | No |
These are the training products that have the "JOINTS" tag (processing sequence 3567). 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 |
|---|---|---|---|---|---|---|---|
| 26878 | Ultra Quercetin Plus | 145289022 | FITNESS | 145178702 | LUNG, LIVER, BLOOD PRESSURE, COLD | ||
| 19959 | Stephania Root Extract | 110320 | none | 0 | SIMPLE EXTRACTS | ||
| 19966 | Tendon & Ligament Support Formula | 110320 | none | 0 | none |