Fold 1 - Understanding why coefficient -1129701 was selected
Tag: GBB
Selected Coefficient: -1129701
Taxonomy Path: -1.1.23.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1129701 | 2.000000 | -1.1.23.2 | -2.23.1.1 (-(2*79^3 + 23*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 79972513 | 2.000000 | 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 | No |
These are the training products that have the "GBB" tag (processing sequence 4023). 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 |
|---|---|---|---|---|---|---|---|
| 17709 | GTR Carbon - Battery Choice | 79972513 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 81102214 | none | |
| 17711 | GTR Wheel Choice - Terrain | 0 | ROLLOVER PRODUCT | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | |
| 17713 | GTR Board Builder | -1129701 | BOARDS, OVER-30 | 0 | none |