Fold 1 - Understanding why coefficient 599295 was selected
Tag: 2021
Selected Coefficient: 599295
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 599295 | 4.000322 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 1092334 | 4.000325 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 159 | 4.000481 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "2021" tag (processing sequence 3949). 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 |
|---|---|---|---|---|---|---|---|
| 8670 | BMW Motorsports Puma Beanie- Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 493039 | MD, FANWEAR | |
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | FANWEAR | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | MD | |
| 8719 | Red Bull Racing F1 Lanyard - Navy | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | MD | |
| 14061 | GK F3 | 0 | SPD | -599295 | none | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 0 | 90S | -599295 | none | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 0 | 90S | -599295 | none | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 0 | 90S | -599295 | none |