Fold 3 - Understanding why coefficient -97824389 was selected
Tag: 8K
Selected Coefficient: -97824389
Taxonomy Path: -8.7.7.5.2
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? |
|---|---|---|---|---|---|
| -97824389 | 1.000000 | -8.7.7.5.2 | -2.5.7.7.8 (-(2*83^4 + 5*83^3 + 7*83^2 + 7*83 + 8)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "8K" tag (processing sequence 4971). 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 | 97824389 | SALES | ||
| 5983 | USB4 40Gbps Cable | -97824389 | HIGH SPEED, CABLES | 0 | none |