Fold 0 - Understanding why coefficient -2928893 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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 | 2.000006 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -2213071 | 2.000006 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 4.000003 | 0 | 0 (0) | No | |
| 1073733 | 4.000003 | 0.0.0.3 | 3.0.0.0 (3*71^3) | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2030). 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 |
|---|---|---|---|---|---|---|---|
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | 1073733 | NAVY, WOMEN, ACCESSORIES, ADULT | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | |
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | 0 | NAVY, KIDS, YOUTH | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2213071 | NAVY, WOMEN | 715822 | none | ||
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | -2213071 | NAVY, MEN | 715822 | none | ||
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -2928893 | NAVY, WOMEN | 0 | none | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -2928893 | NAVY, MEN | 0 | none |