Fold 4 - Understanding why coefficient -2928750 was selected
Tag: MD
Selected Coefficient: -2928750
Taxonomy Path: -0.70.12.8
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? |
|---|---|---|---|---|---|
| -2928750 | 3.000003 | -0.70.12.8 | -8.12.70.0 (-(8*71^3 + 12*71^2 + 70*71)) | Yes | |
| -2212928 | 3.000003 | -0.70.12.6 | -6.12.70.0 (-(6*71^3 + 12*71^2 + 70*71)) | No | |
| 3992349 | 4.000000 | 19.69.10.11 | 11.10.69.19 (11*71^3 + 10*71^2 + 69*71 + 19) | No | |
| 7587216 | 4.000000 | 14.7.14.21 | 21.14.7.14 (21*71^3 + 14*71^2 + 7*71 + 14) | No | |
| 133274825 | 4.000000 | 15.12.26.17.5 | 5.17.26.12.15 (5*71^4 + 17*71^3 + 26*71^2 + 12*71 + 15) | No |
These are the training products that have the "MD" tag (processing sequence 1631). 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 | 133274825 | BLUE, GEORGE RUSSELL, ADULT, FANWEAR | 136203575 | none | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 7587216 | BLACK, 2022, ADULT, FANWEAR | 10515966 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 3992349 | BLACK, KIDS, 2022, ADULT, FANWEAR | 6921099 | none | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | -2212928 | NAVY | 715822 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -2928750 | BLACK | 0 | none |