Fold 4 - Understanding why coefficient 2425012 was selected
Tag: ROYAL
Selected Coefficient: 2425012
Taxonomy Path: 1.1.20.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 2425012 | 1.000000 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ROYAL" tag (processing sequence 3644). 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 |
|---|---|---|---|---|---|---|---|
| 15244 | CALCINHA Maui Bic | 2425012 | none | 0 | none | ||
| 15259 | CALCINHA Monaco Bic | 2425012 | none | 0 | none | ||
| 15561 | TOP Paris Bic | 0 | TOPGG | -2425012 | none |