Fold 2 - Understanding why coefficient -3644715 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -3644715
Taxonomy Path: -1.1.13.10
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -3644715 | 4.000006 | -1.1.13.10 | -10.13.1.1 (-(10*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -2928893 | 4.000006 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -2127231 | 6.000000 | -0.70.66.5 | -5.66.70.0 (-(5*71^3 + 66*71^2 + 70*71)) | No | |
| -4 | 6.000003 | -4 | -4 (-(4)) | No | |
| 715818 | 6.000003 | 67.70.70.1 | 1.70.70.67 (357911 + 70*71^2 + 70*71 + 67) | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2025). 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 | 715818 | NAVY, YOUTH, KIDS | 4360533 | none | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -4 | NAVY, YOUTH, KIDS | 3644711 | none | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -2127231 | NAVY, WOMEN, ADULT | 1517484 | none | ||
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | -2127231 | NAVY, WOMEN, ADULT | 1517484 | none | ||
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2928893 | NAVY, MEN | 715822 | none | ||
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2928893 | NAVY, WOMEN | 715822 | none | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -3644715 | NAVY, MEN | 0 | none | ||
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -3644715 | NAVY, WOMEN | 0 | none |