Fold 1 - Understanding why coefficient -97823883 was selected
Tag: 8K
Selected Coefficient: -97823883
Taxonomy Path: -0.1.7.5.2
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? |
|---|---|---|---|---|---|
| -97823883 | 0.012048 | -0.1.7.5.2 | -2.5.7.1.0 (-(2*83^4 + 5*83^3 + 7*83^2 + 83)) | Yes | |
| 0 | 0.012048 | 0 | 0 (0) | No |
These are the training products that have the "8K" tag (processing sequence 4962). 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 |
|---|---|---|---|---|---|---|---|
| 5981 | Thunderbolt™ 4 Docking Station | 0 | USB-C HUBS, DOCKING STATION, THUNDERBOLT 3 | 97823883 | SALES | ||
| 5983 | USB4 40Gbps Cable | -97823883 | HIGH SPEED, CABLES, THUNDERBOLT 3 | 0 | none |