Fold 4 - Understanding why coefficient -986078 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -986078 | 3.000002 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| -4025525 | 3.000004 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -3039447 | 3.000004 | -1.1.13.6 | -6.13.1.1 (-(6*79^3 + 13*79^2 + 79 + 1)) | No | |
| 0 | 3.000004 | 0 | 0 (0) | No | |
| -2546408 | 3.000004 | -1.1.13.5 | -5.13.1.1 (-(5*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2573). 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 |
|---|---|---|---|---|---|---|---|
| 6778 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 0 | APPAREL | 986078 | 2023 | ||
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -986078 | APPAREL | 0 | 2023 | ||
| 6860 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | -986078 | APPAREL | 0 | 2023 | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -2546408 | MAX VERSTAPPEN, ACCESSORIES | -1560330 | 2023 | ||
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | -3039447 | YOUTH, APPAREL | -2053369 | 2023 | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -4025525 | YOUTH, APPAREL | -3039447 | 2023 |