Fold 4 - Understanding why coefficient -1492418 was selected
Tag: 8K
Selected Coefficient: -1492418
Taxonomy Path: -29.10.2.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1492418 | 1.000000 | -29.10.2.3 | -3.2.10.29 (-(3*79^3 + 2*79^2 + 10*79 + 29)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "8K" tag (processing sequence 3107). 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 |
|---|---|---|---|---|---|---|---|
| 5983 | USB4 40Gbps Cable | 0 | HIGH SPEED | 1492418 | none | ||
| 5981 | Thunderbolt™ 4 Docking Station | -1492418 | USB-C HUBS, RJ45, SALES | 0 | none |