Fold 0 - Understanding why coefficient 4025525 was selected
Tag: GEORGE RUSSELL
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 4025525 | 1.025485 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3039447 | 1.025491 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 3532486 | 1.025493 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 6490720 | 1.025493 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 624249864 | 1.026759 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 599295 | 1.126582 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 197278893 | 12.000000 | 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 |
These are the training products that have the "GEORGE RUSSELL" tag (processing sequence 3774). 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 |
|---|---|---|---|---|---|---|---|
| 6670 | Mercedes AMG Petronas F1 2023 Men's Team Softshell Jacket | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 620224339 | none | |
| 8760 | Mercedes AMG Petronas F1 George Russell Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 193253368 | MD, FANWEAR | |
| 10550 | Mercedes AMG Petronas F1 2023 Team Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | MD | |
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6673 | Mercedes AMG Petronas F1 George Russell Sports T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | FANWEAR | |
| 10551 | Mercedes AMG Petronas F1 2023 Men's Team Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 10560 | Mercedes AMG Petronas F1 2023 Kids Team Polo - Youth | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 6681 | Mercedes AMG Petronas F1 2023 Men's Team Polo - Black/White | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -986078 | none | |
| 8767 | Mercedes AMG Petronas F1 2023 George Russell Dad Baseball Hat | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | -3426230 | none | |
| 6719 | Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | -3426230 | none |