Fold 0 - Understanding why coefficient 79972513 was selected
Tag: SHREDLIGHTS
Selected Coefficient: 79972513
Taxonomy Path: 23.4.16.4.2
Taxonomy Name: Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 79972513 | 0.000000 | 23.4.16.4.2 | 2.4.16.4.23 (2*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | Yes |
These are the training products that have the "SHREDLIGHTS" tag (processing sequence 1296). 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 |
|---|---|---|---|---|---|---|---|
| 17814 | Shred Lights SL-1000 Single Light | 79972513 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 0 | none | |
| 17886 | Shred Lights SL-300 R1 | 79972513 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 0 | none | |
| 17941 | Shred Lights Mounts | 79972513 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 0 | none |