Fold 0 - 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: 10
Unique residual values tried: 7
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 | 5.012820 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 1092334 | 5.012823 | 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 | 5.013139 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 5997681 | 5.050633 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -5997681 | 8.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 339 | 9.000000 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | No |
These are the training products that have the "2021" tag (processing sequence 178). 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 |
|---|---|---|---|---|---|---|---|
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, BRICKS | 5398386 | 90S | |
| 8670 | BMW Motorsports Puma Beanie- Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 493039 | ACCESSORIES, MD | |
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | ACCESSORIES | |
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | ACCESSORIES | |
| 14061 | GK F3 | 339 | Sporting Goods > Outdoor Recreation | none | -598956 | SPD | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | ACCESSORIES, MD | |
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 0 | DESIGN | -599295 | 90S | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 0 | DESIGN | -599295 | 90S | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | -5997681 | DESIGN, PINK | -6596976 | 90S, MILLENNIUM | ||
| 5428 | Airbrush Millennium Tour Design | -5997681 | DESIGN, PINK | -6596976 | 90S, NEON GREEN |