Fold 2 - Understanding why coefficient -4025525 was selected
Tag: YOUTH
Selected Coefficient: -4025525
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? |
|---|---|---|---|---|---|
| -4025525 | 3.000002 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000002 | 0 | 0 (0) | No | |
| 2465195 | 3.000004 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| -3039447 | 3.000004 | -1.1.13.6 | -6.13.1.1 (-(6*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "YOUTH" tag (processing sequence 4091). 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 |
|---|---|---|---|---|---|---|---|
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | 2465195 | APPAREL | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | FANWEAR, 2022 | |
| 12441 | NRL Wests Tigers "Skeletor" Fishing Shirt - Youth | 0 | 'SKELETOR' FISHING SHIRT | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 12449 | NRL Titans "Skeletor" Fishing Shirt - Youth | 0 | 'SKELETOR' FISHING SHIRT | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | -3039447 | SERGIO PEREZ, APPAREL | 986078 | none | ||
| 6766 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team T-Shirt - Youth Navy | -4025525 | MAX VERSTAPPEN, APPAREL | 0 | none | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -4025525 | SERGIO PEREZ, APPAREL | 0 | none |