Fold 1 - 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: 6
Unique residual values tried: 5
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 | 3.000160 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 1092334 | 3.000320 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 4949996 | 4.000160 | 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 |
| 197278893 | 4.000160 | 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 |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "MD" tag (processing sequence 3951). 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 | 197278734 | 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 | |
| 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 | |
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 0 | APPAREL | -159 | none |