Fold 1 - Understanding why coefficient -2928893 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -2928893 | 4.000003 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -3644715 | 4.000006 | -1.1.13.10 | -10.13.1.1 (-(10*71^3 + 13*71^2 + 71 + 1)) | No | |
| 357911 | 5.000000 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| -146 | 5.000003 | -4.2 | -2.4 (-(2*71 + 4)) | No | |
| 715676 | 5.000003 | 67.68.70.1 | 1.70.68.67 (357911 + 70*71^2 + 68*71 + 67) | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2036). 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 | 715676 | NAVY, YOUTH, KIDS | 3644569 | none | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | 357911 | NAVY, WOMEN, ACCESSORIES, ADULT | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | |
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | 357911 | NAVY, WOMEN, ACCESSORIES, ADULT | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | |
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -146 | NAVY, YOUTH, KIDS | 2928747 | none | ||
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2928893 | NAVY, MEN | 0 | none | ||
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2928893 | NAVY, WOMEN | 0 | none | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -3644715 | NAVY, MEN | -715822 | none |