Fold 0 - Understanding why coefficient -1143574 was selected
Tag: ROYAL
Selected Coefficient: -1143574
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? |
|---|---|---|---|---|---|
| -1143574 | 0.000002 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "ROYAL" tag (processing sequence 5079). 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 |
|---|---|---|---|---|---|---|---|
| 15561 | TOP Paris Bic | 0 | TOPGG | 1143574 | none | ||
| 15244 | CALCINHA Maui Bic | -1143574 | CALCINHAP | 0 | none |