Fold 2 - Understanding why coefficient 110320 was selected
Tag: JOINTS
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 110320 | 0.000147 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 2397468 | 0.000149 | 13.1.16.4 | 4.16.1.13 (4*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 0.000435 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "JOINTS" tag (processing sequence 4773). 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 |
|---|---|---|---|---|---|---|---|
| 19890 | Nettle ROOT Extract | 240784424 | none | 240674104 | none | ||
| 19868 | Joint Care Formula | 2397468 | none | 2287148 | none | ||
| 19746 | Chinese Sarsaparilla Extract | 110320 | none | 0 | none | ||
| 19959 | Stephania Root Extract | 110320 | none | 0 | none |