Fold 4 - Understanding why coefficient 3039447 was selected
Tag: MAX VERSTAPPEN
Selected Coefficient: 3039447
Taxonomy Path: 1.1.13.6
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Polos
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 3039447 | 2.012825 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | Yes |
| 4025525 | 2.012827 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 6490720 | 2.012829 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 62490 | 2.013620 | 1.1.10 | 10.1.1 (10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear | No |
| 5036646 | 2.088608 | 1.2.17.10 | 10.17.2.1 (10*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | No |
| -1947113 | 8.000000 | -0.78.74.3 | -3.74.78.0 (-(3*79^3 + 74*79^2 + 78*79)) | No |
These are the training products that have the "MAX VERSTAPPEN" tag (processing sequence 4186). 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 |
|---|---|---|---|---|---|---|---|
| 8681 | Red Bull Racing F1 Kids Max Verstappen Driver Hoodie -Youth Orange | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 3451273 | none | |
| 8926 | Red Bull Racing F1 New Era 9Fifty 2023 Max Verstappen Team Hat | 5036646 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 1997199 | none | |
| 8682 | Red Bull Racing F1 Kids Max Verstappen Driver T-Shirt - White/Exotic Orange | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 986078 | none | |
| 6796 | Red Bull Racing F1 Men's 2023 Max Verstappen Team T-Shirt- Navy | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 986078 | none | |
| 6777 | Red Bull Racing F1 Kid's 2023 Max Verstappen Team Polo Shirt- Youth Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 6794 | Red Bull Racing F1 Women's 2023 Max Verstappen Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 10597 | Red Bull Racing F1 Men's 2023 Max Verstappen Team Polo Shirt- Navy | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 0 | none | |
| 8688 | Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky | 62490 | Apparel & Accessories > Clothing > Outerwear | none | -2976957 | none | |
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -1947113 | SERGIO PEREZ | -4986560 | none | ||
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | -1947113 | SERGIO PEREZ | -4986560 | none |