Fold 0 - Understanding why coefficient 986078 was selected
Tag: JOINTS
Selected Coefficient: 986078
Taxonomy Path: 0.0.0.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 986078 | 0.000160 | 0.0.0.2 | 2.0.0.0 (2*79^3) | Yes | |
| 197714880 | 0.000160 | 0.0.1.6.5 | 5.6.1.0.0 (5*79^4 + 6*79^3 + 6241) | No |
These are the training products that have the "JOINTS" tag (processing sequence 3205). 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 | 197714880 | ARTHRITIS, SIMPLE EXTRACTS | 196728802 | none | ||
| 19868 | Joint Care Formula | 986078 | ANTI INFLAMMATORY | 0 | none |