Fold 3 - Understanding why coefficient -3033126 was selected
Tag: MD
Selected Coefficient: -3033126
Taxonomy Path: -0.0.12.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 4.000320 | 0 | 0 (0) | No | |
| 74923205 | 4.000320 | 0.0.76.72.1 | 1.72.76.0.0 (38950081 + 72*79^3 + 76*79^2) | No | |
| -3033126 | 4.000320 | -0.0.12.6 | -6.12.0.0 (-(6*79^3 + 12*79^2)) | Yes | |
| 197278893 | 6.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
| 924471 | 6.000000 | 13.10.69.1 | 1.69.10.13 (493039 + 69*79^2 + 10*79 + 13) | No | |
| -4025344 | 6.000000 | -57.77.12.8 | -8.12.77.57 (-(8*79^3 + 12*79^2 + 77*79 + 57)) | No | |
| 1092334 | 6.000000 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
These are the training products that have the "MD" tag (processing sequence 4546). 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 | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 200312019 | none | |
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 74923205 | APPAREL | 77956331 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 4125460 | none | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 924471 | 2022 | 3957597 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | APPAREL | 3033126 | none | ||
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | -3033126 | APPAREL | 0 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -4025344 | 2022 | -992218 | none |