Fold 3 - Understanding why coefficient -599136 was selected
Tag: MD
Selected Coefficient: -599136
Taxonomy Path: -0.0.17.1
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -599136 | 4.000481 | -0.0.17.1 | -1.17.0.0 (-(493039 + 17*79^2)) | Yes | |
| 0 | 4.000483 | 0 | 0 (0) | No | |
| 2465195 | 4.000483 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| -3033126 | 4.000641 | -0.0.12.6 | -6.12.0.0 (-(6*79^3 + 12*79^2)) | No | |
| 2896627 | 7.000160 | 13.10.69.5 | 5.69.10.13 (5*79^3 + 69*79^2 + 10*79 + 13) | No | |
| 193253368 | 7.000160 | 13.10.76.75.4 | 4.75.76.10.13 (4*79^4 + 75*79^3 + 76*79^2 + 10*79 + 13) | No | |
| -2053188 | 8.000000 | -57.77.12.4 | -4.12.77.57 (-(4*79^3 + 12*79^2 + 77*79 + 57)) | No | |
| 80920886 | 8.000000 | 1.1.10.6.2 | 2.6.10.1.1 (2*79^4 + 6*79^3 + 10*79^2 + 79 + 1) | No |
These are the training products that have the "MD" tag (processing sequence 2018). 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 | 193253368 | BLUE, FANWEAR | 193852504 | none | ||
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 80920886 | FANWEAR | 81520022 | none | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 2896627 | 2022, FANWEAR | 3495763 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 2465195 | 2021, FANWEAR | 3064331 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | LEWIS HAMILTON | 599136 | none | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | -599136 | 2021 | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -599136 | 2021 | 0 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -2053188 | 2022, FANWEAR | -1454052 | none | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | -3033126 | BLUE, FANWEAR | -2433990 | none |