Fold 4 - Understanding why coefficient -1485919 was selected
Tag: 8K
Selected Coefficient: -1485919
Taxonomy Path: -8.7.1.3
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? |
|---|---|---|---|---|---|
| -1485919 | 1.000000 | -8.7.1.3 | -3.1.7.8 (-(3*79^3 + 6241 + 7*79 + 8)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "8K" tag (processing sequence 3320). 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 | 1485919 | Electronics > Electronics Accessories > Adapters > USB Adapters | none | |
| 5981 | Thunderbolt™ 4 Docking Station | -1485919 | USB-C HUBS, RJ45 | 0 | SALES, USB-A |