Fold 4 - Understanding why coefficient 624168629 was selected
Tag: CYCLING
Selected Coefficient: 624168629
Taxonomy Path: 57.78.75.1.16
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 624168629 | 0.000000 | 57.78.75.1.16 | 16.1.75.78.57 (16*79^4 + 493039 + 75*79^2 + 78*79 + 57) | Yes |
These are the training products that have the "CYCLING" tag (processing sequence 1169). 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 |
|---|---|---|---|---|---|---|---|
| 8995 | WOMEN'S FULLY REFLECTIVE LIGHTWEIGHT RUNNING JACKET | 624168629 | RUNNING | 0 | none |