Fold 3 - Understanding why coefficient -2928893 was selected
Tag: MD
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2928893 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -443608 | 5.000000 | -0.0.17.1 | -1.17.0.0 (-(357911 + 17*71^2)) | No | |
| 3286804 | 5.000000 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 4699027 | 5.000000 | 34.11.9.13 | 13.9.11.34 (13*71^3 + 9*71^2 + 11*71 + 34) | No | |
| 8293894 | 5.000000 | 29.20.12.23 | 23.12.20.29 (23*71^3 + 12*71^2 + 20*71 + 29) | No | |
| 126665859 | 5.000000 | 13.9.64.69.4 | 4.69.64.9.13 (4*71^4 + 69*71^3 + 64*71^2 + 9*71 + 13) | No |
These are the training products that have the "MD" tag (processing sequence 1647). 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 | 126665859 | BLUE, 2023, WOMEN, ADULT | 129594752 | none | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 8293894 | BLACK, 2022, WOMEN, ADULT | 11222787 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 4699027 | BLACK, KIDS, 2022, WOMEN, ADULT | 7627920 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | BLACK, 2021, ADULT | 6215697 | none | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -443608 | BLACK, 2021 | 2485285 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE, 2023, LEWIS HAMILTON, WOMEN | 0 | none |