Fold 1 - Understanding why coefficient 689067 was selected
Tag: 2021
Selected Coefficient: 689067
Taxonomy Path: 1.2.17.1
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 689067 | 4.024388 | 1.2.17.1 | 1.17.2.1 (571787 + 17*83^2 + 2*83 + 1) | Yes | |
| 1260854 | 4.024390 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No | |
| 167 | 4.024532 | 1.2 | 2.1 (2*83 + 1) | No | |
| 4663937 | 4.060241 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 681 | 10.000000 | 17.8 | 8.17 (8*83 + 17) | Media > Academic Papers & Studies | No |
| 270 | 10.000000 | 21.3 | 3.21 (3*83 + 21) | No |
These are the training products that have the "2021" tag (processing sequence 5927). 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 | 4663937 | 90S, NEON GREEN | 3974870 | none | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 4663937 | 90S, NEON GREEN | 3974870 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 1260854 | none | 571787 | MD, FANWEAR | ||
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | 689067 | none | 0 | none | ||
| 8798 | Formula 1 Tech Collection F1 Kids Large Logo Baseball Hat Black | 689067 | none | 0 | 2020, FANWEAR | ||
| 21831 | Impacts of COVID-19 on the AEC Industry Free Report | 681 | Media > Academic Papers & Studies | SURVEYS, FREE REPORT | -688386 | none | |
| 21841 | Top New Venture Award | 270 | none | -688797 | AWARDS | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 167 | none | -688900 | MD, 2020 | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | 167 | none | -688900 | MD | ||
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 0 | 90S | -689067 | none | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 0 | 90S | -689067 | none |