Fold 4 - Understanding why coefficient 404424307 was selected
Tag: CYCLING
Selected Coefficient: 404424307
Taxonomy Path: 0.0.68.64.15
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? |
|---|---|---|---|---|---|
| 404424307 | 0.000000 | 0.0.68.64.15 | 15.64.68.0.0 (15*71^4 + 64*71^3 + 68*71^2) | Yes |
These are the training products that have the "CYCLING" tag (processing sequence 1005). 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 | 404424307 | LIGHTWEIGHT | 0 | none |