Fold 3 - Understanding why coefficient -1947113 was selected
Tag: SERGIO PEREZ
Selected Coefficient: -1947113
Taxonomy Path: -0.78.74.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -1947113 | 2.012658 | -0.78.74.3 | -3.74.78.0 (-(3*79^3 + 74*79^2 + 78*79)) | Yes | |
| 493039 | 2.025316 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 3039447 | 3.000002 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 4025525 | 3.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "SERGIO PEREZ" tag (processing sequence 2576). 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 |
|---|---|---|---|---|---|---|---|
| 6795 | Red Bull Racing F1 Men's 2023 Sergio "Checo" Perez Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 5972638 | none | |
| 6793 | Red Bull Racing F1 Women's 2023 Sergio "Checo" Perez Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 4986560 | none | |
| 6765 | Red Bull Racing F1 Kid's 2023 Sergio "Checo" Perez Team T-Shirt- Youth Navy | 493039 | YOUTH | 2440152 | none | ||
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | -1947113 | MAX VERSTAPPEN | 0 | none | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -1947113 | MAX VERSTAPPEN | 0 | none |