Fold 3 - 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 | 3.025639 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 1092334 | 3.025641 | 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 | 3.025797 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 3482874 | 3.075949 | 1.5.5.7 | 7.5.5.1 (7*79^3 + 5*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | No |
| 5997681 | 3.075949 | 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 | |
| 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 176). 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 | |
| 8669 | BMW Motorsport PUMA Street Wallet | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2883579 | none | |
| 8670 | BMW Motorsports Puma Beanie- Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 493039 | FANWEAR, MD | |
| 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 | |
| 14061 | GK F3 | 339 | Sporting Goods > Outdoor Recreation | none | -598956 | SPD | |
| 8719 | Red Bull Racing F1 Lanyard - Navy | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | MD | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | MD | |
| 5469 | Airbrush Millenium Tour Shirt Design | 0 | DESIGN | -599295 | 90S | ||
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 0 | DESIGN | -599295 | 90S |