Fold 0 - Understanding why coefficient -1198431 was selected
Tag: MD
Selected Coefficient: -1198431
Taxonomy Path: -1.2.34.2
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? |
|---|---|---|---|---|---|
| -1198431 | 4.000160 | -1.2.34.2 | -2.34.2.1 (-(2*79^3 + 34*79^2 + 2*79 + 1)) | Yes | |
| -106256 | 4.000160 | -1.2.17 | -17.2.1 (-(17*79^2 + 2*79 + 1)) | No | |
| -599114 | 5.000000 | -57.78.16.1 | -1.16.78.57 (-(493039 + 16*79^2 + 78*79 + 57)) | No | |
| 986078 | 5.000000 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| 992399 | 5.000000 | 1.1.1.2 | 2.1.1.1 (2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops | No |
| 196679598 | 5.000000 | 13.9.72.3.5 | 5.3.72.9.13 (5*79^4 + 3*79^3 + 72*79^2 + 9*79 + 13) | No |
These are the training products that have the "MD" tag (processing sequence 2019). 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 | 196679598 | ACCESSORIES | 197878029 | none | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | 992399 | Apparel & Accessories > Clothing > Activewear > Activewear Tops | none | 2190830 | none | |
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 986078 | LEWIS HAMILTON | 2184509 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | -106256 | 2021, ACCESSORIES | 1092175 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -599114 | ACCESSORIES | 599317 | 2022 | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -1198431 | 2021, ACCESSORIES | 0 | none |