Fold 4 - Understanding why coefficient 167 was selected
Tag: MD
Selected Coefficient: 167
Taxonomy Path: 1.2
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? |
|---|---|---|---|---|---|
| 167 | 4.024096 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 1150547 | 4.024242 | 1.1.1.2 | 2.1.1.1 (2*83^3 + 6889 + 83 + 1) | No | |
| 96129190 | 4.024242 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 7.000000 | 0 | 0 (0) | 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 6683). 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 | 235556253 | FANWEAR | ||
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 96129190 | none | 96129023 | FANWEAR | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 5739464 | none | 5739297 | FANWEAR, 2022 | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | 1150547 | none | 1150380 | FANWEAR | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 189 | none | 22 | FANWEAR, 2022 | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | 167 | none | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 167 | none | 0 | 2020 | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | GEORGE RUSSELL | -167 | none |