Fold 1 - Understanding why coefficient -688900 was selected
Tag: MD
Selected Coefficient: -688900
Taxonomy Path: -0.0.17.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -688900 | 5.000145 | -0.0.17.1 | -1.17.0.0 (-(571787 + 17*83^2)) | Yes | |
| 571787 | 5.000290 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 1150547 | 6.000145 | 1.1.1.2 | 2.1.1.1 (2*83^3 + 6889 + 83 + 1) | No | |
| 96129190 | 6.000145 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 5739464 | 7.000000 | 14.11.3.10 | 10.3.11.14 (10*83^3 + 3*83^2 + 11*83 + 14) | No | |
| 235556420 | 7.000000 | 13.10.80.79.4 | 4.79.80.10.13 (4*83^4 + 79*83^3 + 80*83^2 + 10*83 + 13) | No | |
| 189 | 7.000000 | 23.2 | 2.23 (2*83 + 23) | No |
These are the training products that have the "MD" tag (processing sequence 6647). 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 |
|---|---|---|---|---|---|---|---|
| 8760 | Mercedes AMG Petronas F1 George Russell Mug | 235556420 | GEORGE RUSSELL | 236245320 | FANWEAR | ||
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 96129190 | none | 96818090 | FANWEAR | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 5739464 | none | 6428364 | 2022, FANWEAR | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | 1150547 | none | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | FANWEAR | |
| 8670 | BMW Motorsports Puma Beanie- Black | 571787 | 2021 | 1260687 | FANWEAR | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 189 | none | 689089 | 2022, FANWEAR | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | -688900 | 2021 | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -688900 | 2021 | 0 | 2020 |