Fold 2 - Understanding why coefficient 167 was selected
Tag: MD
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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 | 1.036290 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 1150547 | 1.036435 | 1.1.1.2 | 2.1.1.1 (2*83^3 + 6889 + 83 + 1) | No | |
| 1260854 | 1.036435 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No | |
| 4663937 | 1.036435 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 96129190 | 1.036435 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 5739464 | 6.000000 | 14.11.3.10 | 10.3.11.14 (10*83^3 + 3*83^2 + 11*83 + 14) | No |
These are the training products that have the "MD" tag (processing sequence 6502). 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 |
|---|---|---|---|---|---|---|---|
| 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 | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 4663937 | none | 4663770 | TEAMWEAR, LEWIS HAMILTON | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 1260854 | none | 1260687 | FANWEAR | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | 1150547 | none | 1150380 | FANWEAR | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | 167 | none | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 167 | none | 0 | 2020 |