Fold 4 - Understanding why coefficient -599136 was selected
Tag: MD
Selected Coefficient: -599136
Taxonomy Path: -0.0.17.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -599136 | 4.000160 | -0.0.17.1 | -1.17.0.0 (-(493039 + 17*79^2)) | Yes | |
| -5005282 | 4.000320 | -0.0.12.10 | -10.12.0.0 (-(10*79^3 + 12*79^2)) | No | |
| 3426411 | 6.000000 | 23.1.75.6 | 6.75.1.23 (6*79^3 + 75*79^2 + 79 + 23) | No | |
| 8376226 | 6.000000 | 14.10.78.16 | 16.78.10.14 (16*79^3 + 78*79^2 + 10*79 + 14) | No | |
| 78948730 | 6.000000 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 194707442 | 6.000000 | 13.9.72.78.4 | 4.78.72.9.13 (4*79^4 + 78*79^3 + 72*79^2 + 9*79 + 13) | No |
These are the training products that have the "MD" tag (processing sequence 2014). 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 | 194707442 | BLUE, ACCESSORIES, FANWEAR | 195306578 | 2023 | ||
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | APPAREL, FANWEAR | 79547866 | 2023 | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 8376226 | ACCESSORIES, FANWEAR | 8975362 | 2022 | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 3426411 | ACCESSORIES, FANWEAR | 4025547 | 2022 | ||
| 8719 | Red Bull Racing F1 Lanyard - Navy | -599136 | ACCESSORIES | 0 | none | ||
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | -599136 | ACCESSORIES | 0 | none | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | -5005282 | BLUE, APPAREL, FANWEAR | -4406146 | none |