Fold 2 - Understanding why coefficient -2928750 was selected
Tag: 2021
Selected Coefficient: -2928750
Taxonomy Path: -0.70.12.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -2928750 | 0.042650 | -0.70.12.8 | -8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71)) | Yes | |
| -2485142 | 0.042653 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | No | |
| -2127231 | 0.042653 | -0.70.66.5 | -5.66.70.0 (-(5*71^3 + 66*71^2 + 70*71)) | No | |
| 0 | 0.070423 | 0 | 0 (0) | No | |
| -397955 | 0.084507 | -0.67.7.1 | -1.7.67.0 (-(357911 + 7*71^2 + 67*71)) | No |
These are the training products that have the "2021" tag (processing sequence 145). 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 |
|---|---|---|---|---|---|---|---|
| 5428 | Airbrush Millennium Tour Design | 0 | DESIGN, BLUE, PINK, PURPLE | 2928750 | 80S, MILLENNIUM TOUR | ||
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 0 | DESIGN | 2928750 | 80S, MILLENNIUM TOUR | ||
| 8669 | BMW Motorsport PUMA Street Wallet | -397955 | BLACK | 2530795 | ADULT | ||
| 8670 | BMW Motorsports Puma Beanie- Black | -2127231 | BLACK | 801519 | ADULT | ||
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | -2485142 | WHITE | 443608 | ADULT | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | -2928750 | NAVY | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -2928750 | BLACK | 0 | none |