Fold 3 - Understanding why coefficient -157872675 was selected
Tag: STREET XMAS
Selected Coefficient: -157872675
Taxonomy Path: -23.4.16.4.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -157872675 | 3.000000 | -23.4.16.4.4 | -4.4.16.4.23 (-(4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 48835930 | 3.000000 | 26.1.4.20.1 | 1.20.4.1.26 (38950081 + 20*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels | No |
| 157872675 | 3.000000 | 23.4.16.4.4 | 4.4.16.4.23 (4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | No |
These are the training products that have the "STREET XMAS" tag (processing sequence 3087). 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 |
|---|---|---|---|---|---|---|---|
| 17957 | Evolve 97mm Street Wheels | 157872675 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 315745350 | KTST | |
| 17967 | Evolve/ABEC 107mm Street Wheels | 48835930 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Rims & Wheels | none | 206708605 | KTST | |
| 17940 | All Terrain Conversion Kit (175mm / 7inch with 66T) | 0 | none | 157872675 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | |
| 17749 | Performance Pack | -157872675 | ALL TERRAIN XMAS | 0 | none |