Fold 2 - Understanding why coefficient 159 was selected
Tag: MD
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
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? |
|---|---|---|---|---|---|
| 159 | 2.025477 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 1092334 | 2.025637 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 992399 | 2.038135 | 1.1.1.2 | 2.1.1.1 (2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops | No |
| 78948730 | 2.038135 | 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 |
| 181 | 6.000000 | 23.2 | 2.23 (2*79 + 23) | Sporting Goods > Fitness & General Exercise Equipment | No |
| 4949996 | 6.000000 | 14.11.3.10 | 10.3.11.14 (10*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Thermoses | No |
These are the training products that have the "MD" tag (processing sequence 4266). 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 |
|---|---|---|---|---|---|---|---|
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 78948571 | none | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 4949996 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Thermoses | none | 4949837 | 2022 | |
| 8670 | BMW Motorsports Puma Beanie- Black | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 1092175 | none | |
| 8689 | Porsche Design Women's Functional Pique Polo - Dark Blue | 992399 | Apparel & Accessories > Clothing > Activewear > Activewear Tops | none | 992240 | none | |
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 181 | Sporting Goods > Fitness & General Exercise Equipment | none | 22 | 2022 | |
| 8719 | Red Bull Racing F1 Lanyard - Navy | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 8785 | Formula 1 Tech Collection F1 Logo Lanyard Black | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none |