Fold 4 - Understanding why coefficient 110320 was selected
Tag: JOINTS
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 6
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 | 2.000002 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 2397468 | 2.000005 | 13.1.16.4 | 4.16.1.13 (4*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 239530530 | 4.000145 | 0.0.76.3.5 | 5.3.76.0.0 (5*83^4 + 3*83^3 + 76*83^2) | No |
These are the training products that have the "JOINTS" tag (processing sequence 4654). 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 | 239530530 | LIVER, LUNG, FLU | 239420210 | COLD | ||
| 19868 | Joint Care Formula | 2397468 | none | 2287148 | none | ||
| 19746 | Chinese Sarsaparilla Extract | 110320 | none | 0 | SIMPLE EXTRACTS | ||
| 19959 | Stephania Root Extract | 110320 | none | 0 | SIMPLE EXTRACTS | ||
| 19966 | Tendon & Ligament Support Formula | 110320 | none | 0 | none | ||
| 19890 | Nettle ROOT Extract | 0 | ARTHRITIS | -110320 | SIMPLE EXTRACTS |