Fold 2 - 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: 12
Unique residual values tried: 9
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 | 6.012981 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 1092334 | 6.012983 | 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 | 6.013139 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 3482874 | 6.063291 | 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 | 9.000160 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -25044 | 9.000320 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| 339 | 11.000000 | 23.4 | 4.23 (4*79 + 23) | Sporting Goods > Outdoor Recreation | No |
| -11995362 | 11.000000 | -2.2.26.24 | -24.26.2.2 (-(24*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "2021" tag (processing sequence 170). 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 |
|---|---|---|---|---|---|---|---|
| 8669 | BMW Motorsport PUMA Street Wallet | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 2883579 | ACCESSORIES | |
| 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 | |
| 8719 | Red Bull Racing F1 Lanyard - Navy | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | ACCESSORIES, MD | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 159 | Apparel & Accessories > Clothing Accessories | none | -599136 | ACCESSORIES, MD | |
| 5469 | Airbrush Millenium Tour Shirt Design | 0 | DESIGN | -599295 | 90S, NAME, NUMBERS | ||
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | -25044 | DESIGN, RED | -624339 | 90S, NAME, NUMBERS | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | -5997681 | DESIGN, PINK | -6596976 | 90S, NAME, NEON YELLOW, NUMBERS, TOUR | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | -5997681 | DESIGN, BLUE | -6596976 | 90S, NAME, NUMBERS | ||
| 5428 | Airbrush Millennium Tour Design | -11995362 | DESIGN, PINK, BLUE | -12594657 | 90S, NAME, NUMBERS |