Fold 0 - Understanding why coefficient 167 was selected
Tag: MD
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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 | 3.000145 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 1260854 | 3.000145 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No | |
| -4663748 | 4.000000 | -61.81.12.8 | -8.12.81.61 (-(8*83^3 + 12*83^2 + 81*83 + 61)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 235556420 | 4.000000 | 13.10.80.79.4 | 4.79.80.10.13 (4*83^4 + 79*83^3 + 80*83^2 + 10*83 + 13) | No |
These are the training products that have the "MD" tag (processing sequence 6945). 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 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 1260854 | none | 1260687 | none | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | 167 | none | 0 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | GEORGE RUSSELL | -167 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -4663748 | 2022 | -4663915 | none |