Fold 0 - Understanding why coefficient -2958234 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -2958234
Taxonomy Path: -0.0.0.6
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -2958234 | 2.000006 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | Yes | |
| -1972156 | 2.000006 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No | |
| -3532486 | 6.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2577). 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 |
|---|---|---|---|---|---|---|---|
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | -1972156 | NAVY | 986078 | none | ||
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -1972156 | NAVY | 986078 | none | ||
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -1972156 | NAVY | 986078 | none | ||
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -2958234 | NAVY | 0 | none | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -2958234 | NAVY | 0 | none | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -2958234 | NAVY | 0 | none | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -3532486 | NAVY, MAX VERSTAPPEN, ACCESSORIES | -574252 | none | ||
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | -3532486 | NAVY, MAX VERSTAPPEN, ACCESSORIES | -574252 | none |