Fold 0 - Understanding why coefficient -146 was selected
Tag: YOUTH
Selected Coefficient: -146
Taxonomy Path: -4.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -146 | 1.000000 | -4.2 | -2.4 (-(2*71 + 4)) | Yes | |
| 1788756 | 2.000000 | 53.59.70.4 | 4.70.59.53 (4*71^3 + 70*71^2 + 59*71 + 53) | No |
These are the training products that have the "YOUTH" tag (processing sequence 217). 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 | 1788756 | BLACK, KIDS, GRAY | 1788902 | 2022 | ||
| 6776 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team Polo Shirt- Youth Navy | -146 | NAVY, KIDS | 0 | SERGIO PEREZ | ||
| 8696 | Red Bull Racing F1 Kid's Core Logo Polo -Night Sky | -146 | NAVY, KIDS | 0 | none |